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Hammad MA, Alyami MHF, Awed HS. The association between internet addiction and sleep quality among medical students in Saudi Arabia. Ann Med 2024; 56:2307502. [PMID: 38294763 PMCID: PMC10833109 DOI: 10.1080/07853890.2024.2307502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 01/15/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Sleep is one of the fundamental human needs, essential for maintaining a high quality of life and mental and physical well-being across all age groups. Poor sleep quality often stems from negative lifestyle habits, including excessive internet usage. Therefore, it is important to determine the prevalence of internet gaming disorder among youth in Saudi Arabia and to examine the relationship between internet addiction levels and sleep quality. METHODS Data were collected from 338 medical students in the southern region of Saudi Arabia (mean age = 21.2 years, standard deviation = 3.29 years). Participants completed an online questionnaire comprising the Internet Addiction Test (IAT) and the Pittsburgh Sleep Quality Index (PSQI). Data analysis employed iterations, chi-square tests, Pearson correlation coefficients, and ANOVA. RESULTS The results revealed that 21% of the participants exhibited severe internet addiction, while 31% displayed moderate internet addiction. Furthermore, the findings indicated a positive correlation between sleep quality and the severity of internet addiction. Sleep quality symptoms explained 75% of the variance in Internet addiction scores, even after controlling for demographic variables. Additional bivariate analyses revealed that individuals who spent six or more hours online daily were more likely to experience symptoms of poor sleep quality and exhibit a higher severity of internet addiction. Additionally, Men were more susceptible to developing internet addiction compared to women. Moreover, students with internet addiction tended to have lower academic achievements. CONCLUSION These findings, while exploratory, offer valuable insights into potential interventions, strategies, and programs for mitigating internet addiction and enhancing sleep quality among medical college students.
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Ramírez Pagès A, Derqui Zaragoza B, Polo López M. Sipping a sustainable life: Exploring drivers and barriers in consumer attitudes toward non or low alcoholic spirits. Appetite 2024; 197:107308. [PMID: 38508419 DOI: 10.1016/j.appet.2024.107308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/11/2024] [Accepted: 03/12/2024] [Indexed: 03/22/2024]
Abstract
Alcohol consumption continues to be prevalent and is on the rise in many countries, posing a grave risk for the health and wellbeing of millions and creating a strain on health services worldwide. A hopeful trend has emerged, however, as consumers' growing preference for healthier, sustainable lifestyles has led traditional alcoholic brands to innovate, launching reduced or non-alcoholic (NoLo) options. This aligns with the SDGs and is reflected in NoLo spirits representing four of Spain's top ten disruptive innovations of 2022. This paper uses a mixed methodology in a qualitative-quantitative sequential approach to gain insight into this phenomenon. The study involved 13 in-depth interviews with HoReCa (an acronym for Hotels, Restaurants, and Caterings) professionals and four focus groups among consumers. Second, behavioral reasoning theory (BRT) was used in a quantitative study aiming to explore motivations for and against consuming NoLo spirits. Data from a survey of 620 participants was conducted and analyzed using SEM-PLS to measure the antecedents of consumer's behavioral intention towards NoLo spirits and to gauge the potential for marketing opportunities. The research reveals that the purchase intention of NoLo spirits is strongly related to health consciousness, while enjoying the effects of alcohol for fun and entertainment, and the social pressure to drink hinders its consumption. In addition, it was found that "reasons for" are more substantial than "reasons against" the consumption of those beverages, differing significantly by age group. Results offer implications for theory and practice, including recommendations for practitioners and regulators willing to improve sustainability in the industry. Further, this paper helps augment the innovation adoption literature by using BRT in the paradoxical context of consumers' increasing alcohol abuse despite their professed attempts to adopt healthier lifestyles.
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Grech EM, Briguglio M, Said E. Protocol for a randomised controlled field experiment on the effect of different gamification designs of physical activity. MethodsX 2024; 12:102551. [PMID: 38299038 PMCID: PMC10828797 DOI: 10.1016/j.mex.2024.102551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 01/04/2024] [Indexed: 02/02/2024] Open
Abstract
Gamification is finding growing application in the field of physical activity, promising engaging and motivating experiences that foster behavioural change. However, existing empirical work has insufficiently scrutinised whether the reported positive outcomes emerge because of gamification and what type of gamification design leads to optimal results. This protocol for a parallel four-arm randomised controlled field experiment was purposely designed to investigate the effect of different gamification designs on motivation, perceived usefulness, and the intended behavioural change in physical activity (increase in step counts). Participants were randomly assigned to either: 1) a competitive gamified group; 2) a cooperative gamified group; 3) a hybrid (competitive-cooperative) gamified group; or 4) a control group. The design of the gamified interventions was guided by gamification design frameworks identified in literature. The data gathered includes: 1) a longitudinal panel dataset of step counts to investigate the causal effect of gamification on physical activity behaviour; and 2) self-reported data to examine the effect of gamification on the users' intrinsic motivation and perceived usefulness of the experience. This protocol outlines the procedure and processes followed during this experiment to facilitate replicability for future studies.
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Mukuka A. Data on mathematics teacher educators' proficiency and willingness to use technology: A structural equation modelling analysis. Data Brief 2024; 54:110307. [PMID: 38524844 PMCID: PMC10957375 DOI: 10.1016/j.dib.2024.110307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 03/26/2024] Open
Abstract
The role of Mathematics Teacher Educators (MTEs) in preparing future teachers to effectively integrate technology into their mathematics instruction is of paramount importance yet remains an underexplored domain. Technology has the potential to enhance the development of 21st-century skills, such as problem-solving and critical thinking, which are essential for students in the era of the fourth industrial revolution. However, the rapid evolution of technology and the emergence of new trends like data analytics, the Internet of Things, machine learning, cloud computing, and artificial intelligence present new challenges in the realm of mathematics teaching and learning. Consequently, MTEs need to equip prospective teachers with the knowledge and skills to harness technology in innovative ways within their future mathematics classrooms. This paper presents and describes data from a survey of 104 MTEs in Zambia. The study focuses on MTEs' proficiency, perceived usefulness, perceived ease of use, and willingness to incorporate technology in their classrooms. This data-driven article aims to unveil patterns and trends within the dataset, with the objective of offering insights rather than drawing definitive conclusions. The article also highlights the data collection process and outlines the procedure for assessing the measurement model of the hypothesised relationships among variables through structural equation modelling analysis. The data described in this article not only sheds light on the current landscape but also serves as a valuable resource for mathematics teacher training institutions and other stakeholders seeking to understand the requisites for MTEs to foster technological skills among prospective teachers of mathematics.
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Affiliation(s)
- Angel Mukuka
- Department of Mathematics, Science and Technology Education, Walter Sisulu University, Mthatha, South Africa
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Vatani H, Sharma H, Azhar K, Kochendorfer KM, Valenta AL, Dunn Lopez K. Required data elements for interprofessional rounds through the lens of multiple professions. J Interprof Care 2024; 38:453-459. [PMID: 33190565 DOI: 10.1080/13561820.2020.1832447] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 09/29/2020] [Accepted: 09/30/2020] [Indexed: 10/23/2022]
Abstract
The lack of a proper system for ongoing open interprofessional communication among care providers increases miscommunications and medical errors. Seamless access to patient information is important for care providers to prevent miscommunication and improve patient safety. A shared understanding of the information needs of different care providers in an interprofessional team is lacking. Our purpose is to identify care providers' information needs from the perspective of different professions for communication, shared understanding about the patient, and decision-making. We conducted semi-structured interviews with 10 subject matter experts representing eight professions, including dentistry, dietetics, medicine, nursing, occupational therapy, pharmacy, physical therapy, and social work in a 465-bed academic hospital at a large urban Midwestern city. We used an in-house rounding tool presenting physicians' information needs and a hypothetical patient scenario to collect participants' feedback. Interview notes were coded using direct content analysis. We identified 22 additional essential data elements for an interprofessional rounding tool. We categorized those into six domains: discharge-related, social determinants of health, hospital safety, nutrition, interprofessional situation awareness, and patient history. A well-designed validated rounding tool that includes an interprofessional team of care providers' information needs could improve communication, care planning, and decision-making among them.
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Affiliation(s)
- Haleh Vatani
- College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Himanshu Sharma
- College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
| | - Kamel Azhar
- Department of Family Medicine, University of Illinois, Chicago, IL, USA
| | | | - Annette L Valenta
- College of Applied Health Sciences, University of Illinois, Chicago, IL, USA
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Giffin CE, Schinke RJ, Latimer K, Joar L, Hazboun S, Li Y, Zou L. Meaning, trust, and belonging: Exploring the factors that foster elite forced migrant athletes' growth. Psychol Sport Exerc 2024; 72:102591. [PMID: 38228223 DOI: 10.1016/j.psychsport.2024.102591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 01/12/2024] [Accepted: 01/12/2024] [Indexed: 01/18/2024]
Abstract
BACKGROUND AND PURPOSE Researchers have highlighted elite refugee athletes' acculturation and sport-related challenges upon transitioning into host country sports systems. Using a strength-based approach, we aimed to broaden this view through exploring the internal and external factors that have fostered refugee athletes' abilities to find meaning and growth following their transitions into a national sports system. METHODOLOGY Data collection began with an arts-based drawing activity which was then discussed in a conversational interview. Fourteen (n = 11 male, 3 female) national and international refugee athletes participated. The interviews were analyzed using a reflexive thematic analysis, a form of qualitative analysis used to derive commonalities that connect athletes' experiences. The data is represented through polyphonic vignettes (narrative featuring multiple perspectives) to safeguard athletes' anonymity whilst showcasing varying perspectives. RESULTS Athletes were at various phases of growth at the time of the interviews. The primary internal factor that facilitated growth was responsibility to find and pursue meaning. External factors of trust and belonging, actualized through supporting elite athletes' personal differences, were external factors that fostered their abilities to find meaning. CONCLUSION Elite refugee athletes' growth occurred at the nexus of individual responsibility, trusting relationships, and inclusive sport environments. The findings inform individual and environmental growth-based interventions for current and future elite athletes who face varying adversities within their sports contexts.
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Affiliation(s)
- Cole E Giffin
- School of Kinesiology and Life Sciences, Laurentian University, Sudbury, L1A3V5, Canada
| | - Robert J Schinke
- School of Kinesiology and Life Sciences, Laurentian University, Sudbury, L1A3V5, Canada.
| | | | - Lam Joar
- One Young World, London, WC2H 7AF, UK
| | | | - Yufeng Li
- School of Kinesiology and Life Sciences, Laurentian University, Sudbury, L1A3V5, Canada
| | - Liye Zou
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
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Zhang Z, Cheng Z. Users' unverified information-sharing behavior on social media: The role of reasoned and social reactive pathways. Acta Psychol (Amst) 2024; 245:104215. [PMID: 38490132 DOI: 10.1016/j.actpsy.2024.104215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 02/21/2024] [Accepted: 03/11/2024] [Indexed: 03/17/2024] Open
Abstract
Unverified or false information spread by irresponsible users can amplify the dissemination of fake news or misinformation. This phenomenon may not only undermine the credibility of social media platforms but also pose severe consequences for individuals and society. This study applies and extends the prototypical willingness model with the aim of comprehending the reasons, and decision-making process driving users' unverified information-sharing behavior a reasoned and intended pathway or an impulsive and unconscious one. Data from a sample of 646 users were analyzed using Structural Equation Modeling to assess the determinative effect of both the reasoned pathway (attitude toward unverified information-sharing, subjective norm, and perceived behavioral control) and the social-reaction pathway (prototype favorability and similarity). Findings highlight the substantial role of the social-reaction pathway in forecasting users' unverified information-sharing behavior, with prototype similarity and attitude being the dominant predictors. Meanwhile, components of the reasoned pathway, specifically perceived behavior control, and attitude, also exhibited significant contributions toward predicting the behavior. In summary, while a deliberate, reasoned process has some influence, the sharing of unverified information on social media by users is primarily an intuitive, spontaneous response to specific online circumstances. This study therefore offers valuable insights that could aid relevant stakeholders in effectively regulating the spread of misinformation. Against this backdrop, highlighting potential risks associated with sharing unverified information and the negative portrayal of users propagating misinformation may contribute to the development of a more critical perspective toward online information sharing by users themselves.
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Affiliation(s)
- Zeqian Zhang
- School of Economics & Management, Beihang University, Beijing 100191, China
| | - Zhichao Cheng
- School of Economics & Management, Beihang University, Beijing 100191, China.
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Zhou X, Patrick Rau PL. Interruption Value Type and Source Matter in Different Phases of an Interruption Process: Emotional/Cognitive Impact and Neural Evidence. Hum Factors 2024; 66:1431-1449. [PMID: 36606333 DOI: 10.1177/00187208221150353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
OBJECTIVE To examine the effect of interruption value type (utilitarian, hedonic) and source (external, internal) in different phases of an interruption process. BACKGROUND Prior studies on interruption mostly focused on the cognitive outcomes of utilitarian interruptions. Hedonic interruptions are common in life; however, they are not sufficiently explored through research. Hedonic value is closely associated with emotional experiences, and, in turn, influences behaviors. Moreover, the way the effect of values is moderated by interruptions initiated by intrinsic motives is worth exploring. METHOD A 2 × 2 mixed design experiment was conducted with 48 participants who were asked to respond to instant messages during the writing task. The interruption value was induced by work or non-work tasks. The interruption source was manipulated by providing an alert. Functional near-infrared spectroscopy, behavioral data, and subjective measurements were collected and analyzed. RESULTS Hedonic interruptions increased emotional valence, while utilitarian interruptions decreased it. These effects were strengthened by internal interruptions. The effect of interruption value type on work exhaustion was also moderated by the source. Interruption value type and source influenced the attention allocation before an interruption occurred. Hedonic interruptions led to longer resumption lags, whereas utilitarian interruptions required longer interruption durations. Internal interruptions led to improved performance in the resumed task. CONCLUSION Interruption source modulate the effect of interruption value type, especially on emotional experience and attention allocation before an interruption occurs. APPLICATION Self-initiated hedonic interruptions have emotional benefits, while alerts for utilitarian interruptions will improve attention on the main task before interruptions.
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Affiliation(s)
- Xingchen Zhou
- Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education (Beijing Normal University), Faculty of Psychology, Beijing Normal University, Beijing, China
- Department of Industrial Engineering, Tsinghua University, Beijing, China
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Benjamins J, de Vet E, de Mortier CA, Haveman-Nies A. The Effect of Using a Client-Accessible Health Record on Perceived Quality of Care: Interview Study Among Parents and Adolescents. J Particip Med 2024; 16:e50092. [PMID: 38652532 DOI: 10.2196/50092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 12/11/2023] [Accepted: 03/20/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Patient-accessible electronic health records (PAEHRs) are assumed to enhance the quality of care, expressed in terms of safety, effectiveness, timeliness, person centeredness, efficiency, and equity. However, research on the impact of PAEHRs on the perceived quality of care among parents, children, and adolescents is largely lacking. In the Netherlands, a PAEHR (Iuvenelis) was developed for preventive child health care and youth care. Parents and adolescents had access to its full content, could manage appointments, ask questions, and comment on written reports. OBJECTIVE This study aims to assess whether and how using this PAEHR contributes to perceived quality of care from a client's perspective. METHODS We chose a qualitative design with a phenomenological approach to explore how parents and adolescents perceived the impact of using a PAEHR on quality of care. In-depth interviews that simultaneously included 1 to 3 people were conducted in 2021. In total, 20 participants were included in the study, representing parents and adolescents, both sexes, different educational levels, different native countries, and all participating municipalities. Within this group, 7 of 13 (54%) parents had not previously been informed about the existence of a client portal. Their expectations of using the client portal, in relation to quality of care, were discussed after a demonstration of the portal. RESULTS Parents and adolescents perceived that using Iuvenelis contributed to the quality of care because they felt better informed and more involved in the care process than before the introduction of Iuvenelis. Moreover, they experienced more control over their health data, faster and simpler access to their health information, and found it easier to manage appointments or ask questions at their convenience. Parents from a migratory background, among whom 6 of 7 (86%) had not previously been informed about the portal, expected that portal access would enhance their understanding of and control over their care processes. The parents expressed concerns about equity because parents from a migratory background might have less access to the service. Nevertheless, portal usability was regarded as high. Furthermore, both parents and adolescents saw room for improvement in the broader interdisciplinary use of Iuvenelis and the quality of reporting. CONCLUSIONS Using Iuvenelis can contribute to the client-experienced quality of care, more specifically to perceived person centeredness, timeliness, safety, efficiency, and integration of care. However, some quality aspects, such as equity, still need addressing. In general, client information about the portal needs to be improved, specifically focusing on people in vulnerable circumstances, such as those from migratory backgrounds. In addition, to maximize the potential benefit of using Iuvenelis, stimulating a person-centered attitude among professionals is important. Considering the small number of adolescent participants (n=7), adding quantitative data from a structured survey could strengthen the available evidence.
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Affiliation(s)
- Janine Benjamins
- Chairgroup Consumption and Healthy Lifestyles, Wageningen University & Research, Wageningen, Netherlands
- Icare JGZ, Meppel, Netherlands
- Stichting Jeugd Noord Veluwe, Nunspeet, Netherlands
| | - Emely de Vet
- Chairgroup Consumption and Healthy Lifestyles, Wageningen University & Research, Wageningen, Netherlands
- University Collega Tilburg, Tilburg University, Tilburg, Netherlands
| | - Chloe A de Mortier
- Department of Health Services Research, Care and Public Health Research Institute, Faculty of Health Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
- School of Health Professions Education, Faculty of Health Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
- Knowledge Instiute of Medical Specialists, Utrecht, Netherlands
| | - Annemien Haveman-Nies
- Chairgroup Consumption and Healthy Lifestyles, Wageningen University & Research, Wageningen, Netherlands
- GGD Noord-en Oost Gelderland, Warnsveld, Netherlands
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Petrucci AS, McCall C, Schofield G, Wardell V, Safi OK, Palombo DJ. The relationship between environmentally induced emotion and memory for a naturalistic virtual experience. Cogn Emot 2024:1-16. [PMID: 38635403 DOI: 10.1080/02699931.2024.2333067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 01/24/2024] [Indexed: 04/20/2024]
Abstract
Emotional stimuli (e.g. words, images) are often remembered better than neutral stimuli. However, little is known about how memory is affected by an environmentally induced emotional state (without any overtly emotional occurrences) - the focus of this study. Participants were randomly assigned to discovery (n = 305) and replication (n = 306) subsamples and viewed a desktop virtual environment before rating their emotions and completing objective (i.e. item, temporal-order, duration) and subjective (e.g. vividness, sensory detail, coherence) memory measures. In both samples, a Partial Least Squares Correlation analysis showed that an emotional state characterised by high negative emotion (i.e. threat, fear, anxiety) and arousal was reliably associated with better memory in both objective (i.e. item) and subjective (i.e. vividness and sensory detail) domains. No reliable associations were observed for any temporal memory measures (objective or subjective). Thus, an environmentally induced state of negative emotion corresponds with enhanced memory for indices of episodic memory pertaining to "what" happened, but not necessarily "when" it happened.
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Affiliation(s)
- Aria S Petrucci
- Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Cade McCall
- Department of Psychology, University of York, York, UK
| | - Guy Schofield
- Department of Theatre, Film, Television and Interactive Media, University of York, York, UK
| | - Victoria Wardell
- Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Omran K Safi
- Department of Psychology, University of British Columbia, Vancouver, Canada
| | - Daniela J Palombo
- Department of Psychology, University of British Columbia, Vancouver, Canada
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Li K, Li J, Li Y. The effects of social media usage on vicarious traumatization and the mediation role of recommendation systems usage and peer communication in China after the aircraft flight accident. Eur J Psychotraumatol 2024; 15:2337509. [PMID: 38626195 PMCID: PMC11022913 DOI: 10.1080/20008066.2024.2337509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 03/22/2024] [Indexed: 04/18/2024] Open
Abstract
Background: Previous research has indicated that continuous exposure to disaster-related information through social media can lead to vicarious trauma. However, scholars have recognized the need for further in-depth research into the underlying mechanisms influencing this relationship.Objective: The purpose of this study is to investigate the impact mechanism of social media usage on vicarious traumatization in users and analyze the roles of recommendation systems and peer communication.Methods: This study was conducted with college students in China, focusing on the context of the MU5735 aircraft flight accident in China in which 123 passengers and 9 crew members died. Data were collected through an online questionnaire. The partial least square structural equation modelling (PLS-SEM) method was used to test the data and model.Results: This study obtained valid responses from 1317 participants. The study findings revealed a significant positive correlation between social media usage(β = 0.180,P < .001), recommendation systems usage (β = 0.172, P < .001), peer communication (β = 0.303, P < .001), and the development of vicarious traumatization. Recommendation systems usage (specific indirect effect = 0.063, P < .001) and peer communication (specific indirect effect = 0.138, P < .001) mediated the relationship between social media use and vicarious trauma. Additionally, the impact of peer communication on vicarious trauma was found to be higher compared to the effects of continuous social media use and recommendation system use.Conclusion: The study found that the use of social media to obtain information about accidents, the frequent pushing of accident information by recommender systems, and the frequent discussion of accidents among peers during unexpected accidents contribute to vicarious traumatization. The study suggests that users' reduced retrieval of accident information via social media, as well as reduced peer-to-peer discussions about accidents, and social media platforms' adjustment of recommender system algorithm rules to reduce accident information pushes, may help reduce the likelihood of users experiencing vicarious traumatization.
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Affiliation(s)
- Kai Li
- School of Journalism and Communication, Guangxi University, Nanning, People’s Republic of China
| | - Jie Li
- School of Journalism and Communication, Guangxi University, Nanning, People’s Republic of China
| | - Yujuan Li
- School of Journalism and Communication, Guangxi University, Nanning, People’s Republic of China
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Pan J, Ishak NA, Qin Y. The application of Moore's online learning interactions model in learning outcomes: The SOR (stimulus-organism-response) paradigm perspective. Heliyon 2024; 10:e28505. [PMID: 38586353 PMCID: PMC10998064 DOI: 10.1016/j.heliyon.2024.e28505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 03/11/2024] [Accepted: 03/20/2024] [Indexed: 04/09/2024] Open
Abstract
This study presents an in-depth exploration of the impact of online learning interactions on student learning outcomes. Drawing from the Stimulus-Organism-Response (SOR) paradigm, our study focuses on the effects of online learning interactions on learners' perception usefulness and ease of use, subsequently impacting their learning outcomes. The study employs a quantitative research methodology, gathering data from a sample of 397 students enrolled in various higher education institutions across China. Data collection involved administering structured questionnaires that were designed to quantitatively assess the three components of the SOR model: stimulus (online learning interactions), organism (students' perceptions), and response (learning outcomes). The measurement model assessment and structural model assessment were conducted. Our findings reveal that online learning interactions can effectively enhance learners' perception of online learning (usefulness and ease of use), thereby influencing their learning outcomes. Notably, perceived usefulness negatively mediates the relationship between online learning interactions and learning outcomes, while perceived ease of use positively mediates this relationship. These findings offer both theoretical and practical implications.
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Affiliation(s)
- Junjie Pan
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Nor Asniza Ishak
- School of Educational Studies, Universiti Sains Malaysia, Penang, Malaysia
| | - Yao Qin
- School of Xiaqing Communication, Handan University, Hebei, China
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Phung QA, Dao N. Farmers' perceptions of sustainable agriculture in the Red River Delta, Vietnam. Heliyon 2024; 10:e28576. [PMID: 38586403 PMCID: PMC10998049 DOI: 10.1016/j.heliyon.2024.e28576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 02/02/2024] [Accepted: 03/20/2024] [Indexed: 04/09/2024] Open
Abstract
While economic growth and food security in Vietnam's Red River Delta are heavily reliant on agriculture, the intensive use of agricultural land has resulted in various negative impacts on the environment, such as soil degradation, water pollution, biodiversity loss, and health effects on humans and animals. The current situation emphasizes an increased need for sustainable agriculture practices in the region. Understanding farmers' decision-making processes and identifying factors that influence their choices is crucial in order to promote their adoption of sustainable agriculture practices. This study examines the impact of attitudes, subjective norms, perceived behavioral control, age, and gender on farmers' intention to adopt sustainable agriculture practices using the Theory of Planned Behavior and Partial Least Squares Structural Equation Modeling. The results show that attitude towards sustainable agriculture practices showed a path coefficient of 0.310 (p < 0.001), and perceived behavioral control had a coefficient of 0.305 (p < 0.001), indicating strong positive relationships with intention. However, subjective norms, despite a positive coefficient, did not significantly affect intentions (path coefficient 0.099, p > 0.05). Age was found to have a moderating effect; older farmers are less likely to adopt sustainable agriculture practices compared to their younger counterparts. Gender, however, did not present a significant influence. In light of these findings, policymakers face a challenge in creating incentives to encourage farmers' engagement in sustainable agriculture practices in the Red River Delta and at the same time discourage youth out-migration from the agricultural sector more generally. Overall, this study enriches our theoretical understanding of the factors influencing sustainable agriculture adoption in developing countries and offers practical insights for policymakers and agricultural stakeholders in the Red River Delta to promote more effective and targeted sustainable agriculture practices.
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Affiliation(s)
- Quang Anh Phung
- Department of Social Science, York University, Toronto, ON, M3J1P3, Canada
| | - Nga Dao
- Department of Social Science, York University, Toronto, ON, M3J1P3, Canada
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Liu Y, Zhang Y, Xie X, Mei S. Affording digital transformation: The role of industrial Internet platform in traditional manufacturing enterprises digital transformation. Heliyon 2024; 10:e28772. [PMID: 38601555 PMCID: PMC11004783 DOI: 10.1016/j.heliyon.2024.e28772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 03/19/2024] [Accepted: 03/24/2024] [Indexed: 04/12/2024] Open
Abstract
This study aims to investigate the role of industrial Internet platform in facilitating the digital transformation of traditional manufacturing enterprises. While prior research has predominantly focused on industrial Internet platform enterprises, there is a noticeable dearth of research concerning traditional manufacturing enterprises lacking the resources to establish such platforms. To address this research gap, we conduct an exploratory case study and propose an affordances upgrade model that elucidates the digital business transformation process of these manufacturing enterprises leveraging industrial Internet platforms. The research findings can be summarized from two key perspectives. Firstly, the industrial Internet platform offers valuable technical support and potential opportunities for manufacturing enterprises to achieve digital business transformation through three distinct affordances: consonance, resonance, and adaptation. These affordances enable enterprises to align their operations with the capabilities and possibilities provided by the platform, thus facilitating their digital transformation. Secondly, to effectively harness these affordances, enterprises must strategically leverage the platform's technical services and systems in their production and operational practices. Through the accumulation of practical experiences, enterprises gradually transition their production modes from experience institutionalization and standardization to a state of refinement. The dynamic leapfrogging process of digital transformation in traditional manufacturing enterprises, facilitated by the industrial Internet platform, is reflected in the realization of these three affordances and their underlying resource capabilities. This research significantly contributes to the field by expanding the scope of inquiry to encompass traditional manufacturing enterprises and presenting a stage model for their digital transformation utilizing industrial Internet platform.
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Affiliation(s)
- Yi Liu
- School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou, 310018, Zhejiang, China
| | - Yi Zhang
- School of Business Administrative, Guangdong University of Finance, Guangzhou, 510521, Guangdong, China
| | - Xiaoqing Xie
- School of Credit Management, Guangdong University of Finance, Guangzhou, 510521, Guangdong, China
| | - Shengjun Mei
- School of Economics and Management, Zhejiang Sci-Tech University, Hangzhou, 310018, Zhejiang, China
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15
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Sun R, Zhu Q, Cheng RX, Tang W, Zuo J, Lv D, Qin S. Research on the cognitive neural mechanism of privacy empowerment illusion cues regarding comprehensibility and interpretability for privacy disclosures. Sci Rep 2024; 14:8690. [PMID: 38622216 PMCID: PMC11018622 DOI: 10.1038/s41598-024-58917-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 04/04/2024] [Indexed: 04/17/2024] Open
Abstract
In the era of artificial intelligence, privacy empowerment illusion has become a crucial means for digital enterprises and platforms to "manipulate" users and create an illusion of control. This topic has also become an urgent and pressing concern for current research. However, the existing studies are limited in terms of their perspectives and methodologies, making it challenging to fully explain why users express concerns about privacy empowerment illusion but repeatedly disclose their personal information. This study combines the associative-propositional evaluation model (APE) and cognitive load theory, using event-related potential (ERP) technology to investigate the underlying mechanisms of how the comprehensibility and interpretability of privacy empowerment illusion cues affect users' immediate attitudes and privacy disclosure behaviours; these mechanisms are mediated by psychological processing and cognitive load differences. Behavioural research results indicate that in the context of privacy empowerment illusion cues with low comprehensibility, users are more inclined to disclose their private information when faced with high interpretability than they are when faced with low interpretability. EEG results show that in the context of privacy empowerment illusion cues with low comprehensibility, high interpretability induces greater P2 amplitudes than does low interpretability; low interpretability induces greater N2 amplitudes than does high interpretability. This study extends the scopes of the APE model and cognitive load theory in the field of privacy research, providing new insights into privacy attitudes. Doing so offers a valuable framework through which digital enterprises can gain a deeper understanding of users' genuine privacy attitudes and immediate reactions under privacy empowerment illusion situations. This understanding can help increase user privacy protection and improve their overall online experience, making it highly relevant and beneficial.
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Affiliation(s)
- Rui Sun
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
| | - Qiuhua Zhu
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China.
| | - Ru Xia Cheng
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
| | - Wenlong Tang
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
| | - Jiajia Zuo
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
| | - Dong Lv
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
| | - Shukun Qin
- School of Business Administration, Huaqiao University, Quanzhou, 362000, China
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16
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Luo Z, Huang Y. Chinese organic rice transition spatial econometrics empirical analysis. PLoS One 2024; 19:e0297784. [PMID: 38603686 PMCID: PMC11008895 DOI: 10.1371/journal.pone.0297784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 01/12/2024] [Indexed: 04/13/2024] Open
Abstract
Based on the integrated model of Super-SBM model, spatial Durbin model (SDM) and Grey neural network model, this paper analyzes the panel data of various provinces in China from multiple angles and dimensions. It was found that there were significant differences in eco-efficiency between organic rice production and conventional rice production. The response of organic rice to climate change, the spatial distribution of ecological and economic benefits and the impact on carbon emission were analyzed. The results showed that organic rice planting not only had higher economic benefits, but also showed a rising trend of ecological benefits and a positive feedback effect. This finding highlights the importance of organic rice farming in reducing carbon emissions. Organic rice farming effectively reduces greenhouse gas emissions, especially carbon dioxide and methane, by improving soil management and reducing the use of fertilizers and pesticides. This has important implications for mitigating climate change and promoting soil health and biodiversity. With the acceleration of urbanization, the increase of organic rice planting area shows the trend of organic rice gradually replacing traditional rice cultivation, further highlighting the potential of organic agriculture in emission reduction, environmental protection and sustainable agricultural production. To this end, it is recommended that the Government implement a diversified support strategy to encourage technological innovation, provide guidance and training, and raise public awareness and demand for organic products. At the same time, private sector participation is stimulated to support the development of organic rice cultivation through a public-private partnership model. Through these measures, further promote organic rice cultivation, achieve the dual goals of economic benefits and environmental benefits, and effectively promote the realization of double carbon emission reduction targets.
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Affiliation(s)
- Zhuo Luo
- Guangzhou Xinhua University, Guangzhou, China
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17
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Rigdon EE. Understanding Composite-Based Structural Equation Modeling Methods From the Perspective of Regression Component Analysis. Multivariate Behav Res 2024:1-16. [PMID: 38591183 DOI: 10.1080/00273171.2024.2330148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
Abstract
Regression component analysis (RCA) replaces the factors in a factor analysis model with weighted composites of the model's observed variables. The weight matrix may be calculated from the factor model's parameter estimates. Thus, RCA parameter estimates can be obtained using factor model software, but RCA composites have determinate scores, rather than the indeterminate scores of factors. Analytically, RCA equates to modeling with "regression method" factor scores, except that, while those scores will be inconsistent with the original factor model, they are strictly consistent with the RCA model. When the original factor model is strictly correct in the population and the composites in RCA are standardized, RCA parameter estimates replicate those from regression-weighted forms of partial least squares (PLS) path modeling and generalized structured component analysis (GSCA)-affirming that those methods also equate to modeling with regression method factor scores under the same conditions. Parallel measurement allows RCA to replicate both correlation weight and regression weight versions of PLS and GSCA. These results suggest that RCA and regression-weighted forms of PLS and GSCA are all consistent approaches for modeling data that conforms to a factor model. All analytical methods are described using one consistent symbol palette. Complete R syntax is provided.
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18
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Persson M, Thunman E, Iversen C, Redmalm D. Robotic misinformation in dementia care: emotions as sense-making resources in residents' encounters with robot animals. Front Sociol 2024; 9:1354978. [PMID: 38650697 PMCID: PMC11034426 DOI: 10.3389/fsoc.2024.1354978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 02/22/2024] [Indexed: 04/25/2024]
Abstract
Robot animals, designed to mimic living beings, pose ethical challenges in the context of caring for vulnerable patients, specifically concerning deception. This paper explores how emotions become a resource for dealing with the misinformative nature of robot animals in dementia care homes. Based on observations of encounters between residents, care workers, and robot animals, the study shows how persons with dementia approach the ambiguous robots as either living beings, material artifacts, or something in-between. Grounded in interactionist theory, the research demonstrates that emotions serve as tools in the sense-making process, occurring through interactions with the material object and in collaboration with care workers. The appreciation of social robots does not solely hinge on them being perceived as real or fake animals; persons with dementia may find amusement in "fake" animals and express fear of "real" ones. This observation leads us to argue that there is a gap between guidelines addressing misinformation and robots and the specific context in which the technology is in use. In situations where small talk and play are essential activities, care workers often prioritize responsiveness to residents rather than making sure that the robot's nature is transparent. In these situations, residents' emotional expressions serve not only as crucial resources for their own sense-making but also as valuable indicators for care workers to comprehend how to navigate care situations.
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Affiliation(s)
- Marcus Persson
- Institution of Behavioral Sciences and Learning, Department of Education and Sociology, Linköping University, Linköping, Sweden
| | - Elin Thunman
- Department of Sociology, Uppsala University, Uppsala, Sweden
| | - Clara Iversen
- Department of Social Work, Uppsala University, Uppsala, Sweden
| | - David Redmalm
- Division of Sociology, School of Health, Care and Social Welfare, Mälardalen University, Västerås, Sweden
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19
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Haslam-Larmer L, Grigorovich A, Shum L, Bianchi A, Newman K, Iaboni A, McMurray J. Factors That Influence Successful Adoption of Real-Time Location Systems for Use in a Dementia Care Setting: Mixed Methods Study. JMIR Aging 2024; 7:e45978. [PMID: 38587884 DOI: 10.2196/45978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 05/15/2023] [Accepted: 02/27/2024] [Indexed: 04/09/2024] Open
Abstract
BACKGROUND Technology has been identified as a potential solution to alleviate resource gaps and augment care delivery in dementia care settings such as hospitals, long-term care, and retirement homes. There has been an increasing interest in using real-time location systems (RTLS) across health care settings for older adults with dementia, specifically related to the ability to track a person's movement and location. OBJECTIVE In this study, we aimed to explore the factors that influence the adoption or nonadoption of an RTLS during its implementation in a specialized inpatient dementia unit in a tertiary care rehabilitation hospital. METHODS The study included data from a brief quantitative survey and interviews from a convenience sample of frontline participants. Our deductive analysis of the interview used the 3 categories of the Fit Between Individuals, Task, and Technology framework as follows: individual and task, individual and technology, and task and technology. The purpose of using this framework was to assess the quality of the fit between technology attributes and an individual's self-reported intentions to adopt RTLS technology. RESULTS A total of 20 health care providers (HCPs) completed the survey, of which 16 (80%) participated in interviews. Coding and subsequent analysis identified 2 conceptual subthemes in the individual-task fit category, including the identification of the task and the perception that participants were missing at-risk patient events. The task-technology fit category consisted of 3 subthemes, including reorganization of the task, personal control in relation to the task, and efficiency or resource allocation. A total of 4 subthemes were identified in the individual-technology fit category, including privacy and personal agency, trust in the technology, user interfaces, and perceptions of increased safety. CONCLUSIONS By the end of the study, most of the unit's HCPs were using the tablet app based on their perception of its usefulness, its alignment with their comfort level with technology, and its ability to help them perform job responsibilities. HCPs perceived that they were able to reduce patient search time dramatically, yet any improvements in care were noted to be implied, as this was not measured. There was limited anecdotal evidence of reduced patient risk or adverse events, but greater reported peace of mind for HCPs overseeing patients' activity levels.
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Affiliation(s)
- Lynn Haslam-Larmer
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
| | - Alisa Grigorovich
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
- Recreation and Leisure Studies, Brock University, St. Catherines, ON, Canada
| | - Leia Shum
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
| | - Andria Bianchi
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Clinical Ethics, Unity Health Toronto, Toronto, ON, Canada
| | - Kristine Newman
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
| | - Andrea Iaboni
- KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Ontario, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Josephine McMurray
- Lazaridis School of Business & Economics, Wilfrid Laurier University, Brantford, ON, Canada
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20
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Beyrer C, Kamarulzaman A, Isbell M, Amon J, Baral S, Bassett MT, Cepeda J, Deacon H, Dean L, Fan L, Giacaman R, Gomes C, Gruskin S, Goyal R, Mon SHH, Jabbour S, Kazatchkine M, Kasoka K, Lyons C, Maleche A, Martin N, McKee M, Paiva V, Platt L, Puras D, Schooley R, Smoger G, Stackpool-Moore L, Vickerman P, Walker JG, Rubenstein L. Under threat: the International AIDS Society-Lancet Commission on Health and Human Rights. Lancet 2024; 403:1374-1418. [PMID: 38522449 DOI: 10.1016/s0140-6736(24)00302-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 09/26/2023] [Accepted: 02/12/2024] [Indexed: 03/26/2024]
Affiliation(s)
- Chris Beyrer
- Duke Global Health Institute, Duke University, Durham, NC, USA; Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA.
| | | | | | - Joseph Amon
- Office of Global Health, Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA
| | - Stefan Baral
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Mary T Bassett
- François-Xavier Bagnoud Center for Health and Human Rights, Harvard T H Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Javier Cepeda
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Harriet Deacon
- Treatied Spaces Research Group and Centre of Excellence in Data Science, Artificial Intelligence and Modelling, University of Hull, Hull, UK
| | - Lorraine Dean
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | | | - Rita Giacaman
- Institute of Community and Public Health, Birzeit University, Birzeit, West Bank, Palestine
| | - Carolyn Gomes
- UNAIDS HIV & Human Rights Reference Group, Kingston, Jamaica
| | - Sofia Gruskin
- Institute on Inequalities in Global Health, University of Southern California, Los Angeles, CA, USA
| | - Ravi Goyal
- Division of Infectious Diseases and Global Public Health, University of California, San Diego, San Diego, CA, USA
| | | | | | | | | | - Carrie Lyons
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
| | - Allan Maleche
- Kenya Legal & Ethical Issues Network on HIV and AIDS, Nairobi, Kenya
| | - Natasha Martin
- Division of Infectious Diseases and Global Public Health, University of California, San Diego, San Diego, CA, USA
| | - Martin McKee
- London School of Hygiene & Tropical Medicine, London, UK
| | - Vera Paiva
- Institute of Psychology, University of Sao Paulo, Sao Paulo, Brazil
| | - Lucy Platt
- London School of Hygiene & Tropical Medicine, London, UK
| | - Dainius Puras
- Clinic of Psychiatry, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Robert Schooley
- Division of Infectious Diseases and Global Public Health, University of California, San Diego, San Diego, CA, USA
| | | | | | | | | | - Leonard Rubenstein
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD, USA
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21
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Tricco AC, Parker A, Khan PA, Nincic V, Robson R, MacDonald H, Warren R, Cleary O, Zibrowski E, Baxter N, Burns KEA, Coyle D, Ndjaboue R, Clark JP, Langlois EV, Ahmed SB, Witteman HO, Graham ID, El-Adhami W, Skidmore B, Légaré F, Curran J, Hawker G, Watt J, Bourgeault IL, Leigh JP, Lawford K, Aiken A, McCabe C, Shepperd S, Pattani R, Leon N, Lundine J, Adisso ÉL, Ono S, Rabeneck L, Straus SE. Interventions on gender equity in the workplace: a scoping review. BMC Med 2024; 22:149. [PMID: 38581003 PMCID: PMC10998304 DOI: 10.1186/s12916-024-03346-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 03/07/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Various studies have demonstrated gender disparities in workplace settings and the need for further intervention. This study identifies and examines evidence from randomized controlled trials (RCTs) on interventions examining gender equity in workplace or volunteer settings. An additional aim was to determine whether interventions considered intersection of gender and other variables, including PROGRESS-Plus equity variables (e.g., race/ethnicity). METHODS Scoping review conducted using the JBI guide. Literature was searched in MEDLINE, Embase, PsycINFO, CINAHL, Web of Science, ERIC, Index to Legal Periodicals and Books, PAIS Index, Policy Index File, and the Canadian Business & Current Affairs Database from inception to May 9, 2022, with an updated search on October 17, 2022. Results were reported using Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension to scoping reviews (PRISMA-ScR), Sex and Gender Equity in Research (SAGER) guidance, Strengthening the Integration of Intersectionality Theory in Health Inequality Analysis (SIITHIA) checklist, and Guidance for Reporting Involvement of Patients and the Public (GRIPP) version 2 checklist. All employment or volunteer sectors settings were included. Included interventions were designed to promote workplace gender equity that targeted: (a) individuals, (b) organizations, or (c) systems. Any comparator was eligible. Outcomes measures included any gender equity related outcome, whether it was measuring intervention effectiveness (as defined by included studies) or implementation. Data analyses were descriptive in nature. As recommended in the JBI guide to scoping reviews, only high-level content analysis was conducted to categorize the interventions, which were reported using a previously published framework. RESULTS We screened 8855 citations, 803 grey literature sources, and 663 full-text articles, resulting in 24 unique RCTs and one companion report that met inclusion criteria. Most studies (91.7%) failed to report how they established sex or gender. Twenty-three of 24 (95.8%) studies reported at least one PROGRESS-Plus variable: typically sex or gender or occupation. Two RCTs (8.3%) identified a non-binary gender identity. None of the RCTs reported on relationships between gender and other characteristics (e.g., disability, age, etc.). We identified 24 gender equity promoting interventions in the workplace that were evaluated and categorized into one or more of the following themes: (i) quantifying gender impacts; (ii) behavioural or systemic changes; (iii) career flexibility; (iv) increased visibility, recognition, and representation; (v) creating opportunities for development, mentorship, and sponsorship; and (vi) financial support. Of these interventions, 20/24 (83.3%) had positive conclusion statements for their primary outcomes (e.g., improved academic productivity, increased self-esteem) across heterogeneous outcomes. CONCLUSIONS There is a paucity of literature on interventions to promote workplace gender equity. While some interventions elicited positive conclusions across a variety of outcomes, standardized outcome measures considering specific contexts and cultures are required. Few PROGRESS-Plus items were reported. Non-binary gender identities and issues related to intersectionality were not adequately considered. Future research should provide consistent and contemporary definitions of gender and sex. TRIAL REGISTRATION Open Science Framework https://osf.io/x8yae .
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Affiliation(s)
- Andrea C Tricco
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada.
| | - Amanda Parker
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Paul A Khan
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Vera Nincic
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Reid Robson
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Heather MacDonald
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Rachel Warren
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | - Olga Cleary
- Centre for Health Policy and Management, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | | | - Nancy Baxter
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
| | - Karen E A Burns
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, Canada
| | - Doug Coyle
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - Ruth Ndjaboue
- École de Travail Social, Université de Sherbrooke, Québec, (Québec), Canada
| | - Jocalyn P Clark
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Etienne V Langlois
- Partnership for Maternal, Newborn and Child Health (PMNCH), World Health Organization (WHO), Geneva, Switzerland
| | - Sofia B Ahmed
- Cumming School of Medicine, University of Calgary, Alberta, Canada
| | - Holly O Witteman
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec City, Canada
| | - Ian D Graham
- Centre for Implementation Research, Ottawa Hospital Research Institute, Ottawa, Canada
| | - Wafa El-Adhami
- Science in Australia Gender Equity Limited, Greenway, Australia
| | | | - France Légaré
- Department of Family and Emergency Medicine, Faculty of Medicine, Université Laval, Quebec City, Canada
| | - Janet Curran
- School of Nursing, Faculty of Health, Dalhousie University, Halifax, Canada
| | - Gillian Hawker
- Division of Rheumatology, Department of Medicine, University of Toronto, Toronto, Canada
| | - Jennifer Watt
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
| | | | - Jeanna Parsons Leigh
- School of Health Administration, Faculty of Health, Dalhousie University, Halifax, Canada
| | - Karen Lawford
- Department of Gender Studies, Haudenosaunee and Anishinaabek Territories, Queen's University, Settlement of Kingston, Canada
| | - Alice Aiken
- Research and Innovation, Dalhousie University, Halifax, Canada
| | | | - Sasha Shepperd
- Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, UK
| | - Reena Pattani
- Department of Medicine, Division of Internal Medicine, St Michael's Hospital, Unity Health Toronto, Toronto, Canada
| | - Natalie Leon
- Health Systems Research Unit, South African Medical Research Council, Cape Town, South Africa
| | | | - Évèhouénou Lionel Adisso
- Department of Social and Preventive Medicine, Faculty of Medicine, Université Laval, Quebec City, Canada
| | - Santa Ono
- Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Linda Rabeneck
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Sharon E Straus
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 209 Victoria Street, 7th Floor, East Building, Toronto, ON, M5B 1T8, Canada
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22
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Bo T, Yuan K, Ge Y. Modeling and simulating the multi-generation product sales, production and inventory system within the context of quality upgrades. PLoS One 2024; 19:e0299944. [PMID: 38578747 PMCID: PMC10997069 DOI: 10.1371/journal.pone.0299944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/20/2024] [Indexed: 04/07/2024] Open
Abstract
The rapid development of science and technology has led to an increasing number of high-tech enterprises offering new products through successive generations of product upgrades. This trend presents a new challenge for the sustainable operations of enterprises. Based on the Norton-Bass model, this study begins by constructing a multi-generation product diffusion model within a single enterprise in the context of a monopoly under the quality upgrade scenario. Subsequently, a supply model is established based on this foundation, and these two models are seamlessly integrated using product sales volume as an interface, culminating in a comprehensive sales-supply system. This study analyzes the effects of new-product pricing, quality levels, initial stock, and production capacity on the performance of this system. The system dynamics (SD) method was used to simulate and solve the system in the decentralized and centralized decision-making modes, and the two decision-making modes were compared and analyzed. The research reveals several key findings. i) Comprehensive decision optimization yields enhanced profitability through joint optimization calculation of the multi-generation product diffusion system and the supply adjustment system. ii) consumer price sensitivity significantly affects product quality upgrades and profits. A negative correlation exists between consumer price sensitivity and both factors. The upgrades of product quality should be carefully traded off with consideration of pricing and quality costs. iii) Maximizing profits by maintaining a certain order level of backlog or stock shortage is beneficial for overall enterprise profitability. Additionally, optimal production capacity has been identified as a crucial element in efficient operational inventory management. This study expands the multi-generation product diffusion operational theory and provides valuable theoretical support and decision-making foundations for the sustainable management of enterprises.
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Affiliation(s)
- Tan Bo
- School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China
| | - Kenan Yuan
- School of Finance, Dongbei University of Finance and Economics, Dalian, China
| | - Yirui Ge
- School of Slavonic and East European Studies, University College London, London, United Kingdom
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23
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Lee S. The effects of parental respect for children's decision-making and respect for human rights on depression in early adolescents: The mediating effect of self-esteem. PLoS One 2024; 19:e0300320. [PMID: 38573997 PMCID: PMC10994345 DOI: 10.1371/journal.pone.0300320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 02/27/2024] [Indexed: 04/06/2024] Open
Abstract
This study investigated the structural relationships among parental respect for children's decision-making, respect for human rights, and self-esteem, and their impact on depression in early adolescents. The study utilized data from 2,747 middle school students who participated in the 2020 Survey on the Current Status of Korean Children's and Youth's Rights conducted by the National Youth Policy Institute. The data were analyzed using a structural equation model based on partial least squares with SmartPLS 3.0. The analysis revealed that both parental respect for children's decision-making and respect for human rights perceived by middle school students had a significant positive impact on self-esteem and a significant negative impact on depression. Furthermore, self-esteem was found to have a significant negative effect on depression. Importantly, self-esteem also played a significant mediating role in the relationship between parental respect for children's decision-making and depression, as well as the relationship between respect for human rights and depression. Therefore, in order to manage depression, it is necessary to develop strategies that encourage parental respect for children's decision-making, promote respect for human rights, and foster self-esteem in early adolescents.
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Affiliation(s)
- Sangmi Lee
- College of Nursing, Dongyang University, Yeongju-si, Gyeongsangbuk-do, Republic of Korea
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Li Y, Wu L. Multi-group symbiotic evolutionary mechanisms of a digital innovation ecosystem: Numerical simulation and case study. PLoS One 2024; 19:e0300218. [PMID: 38574064 PMCID: PMC10994354 DOI: 10.1371/journal.pone.0300218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 02/25/2024] [Indexed: 04/06/2024] Open
Abstract
In the digital innovation ecosystem, the symbiosis mode formed between ecosystem members not only relates to their survival and development but also affects the ecosystem's symbiosis evolution mechanism. Based on symbiosis theory, this study first explores the evolutionary equilibrium strategy and its stability for three types of populations-core enterprises, digital platforms, and university research institutes-and then uses numerical simulation and a case study to explore the symbiotic evolution mechanism of the digital innovation ecosystem. The results show that: First, the digital innovation ecosystem is a complex adaptive system in which the three types of populations form different symbiotic relationships under different symbiotic modes and conduct symbiotic activities, such as value co-creation, to characterize the unique symbiotic evolutionary structure. Second, in this ecosystem, the symbiotic relationship formed by the combined values of different symbiotic coefficients between populations determines the outcome of symbiotic evolution. Third, the ideal direction of the evolution of the digital innovation ecosystem is a mutually beneficial symbiotic relationship. Thus, the symbiotic relationship between populations should be transformed into a mutually beneficial symbiotic relationships as much as possible. This study makes theoretical contributions by shedding light on the symbiotic evolution mechanism of the digital innovation ecosystem. It also offers countermeasures for the digital innovation cooperation of various stakeholders in China's digital innovation ecosystem.
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Affiliation(s)
- Yuqiong Li
- School of Economics Management and Law, University of South China, Hengyang, P. R. China
| | - Liping Wu
- School of Economics Management and Law, University of South China, Hengyang, P. R. China
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Knop M, Mueller M, Kaiser S, Rester C. The impact of digital technology use on nurses' professional identity and relations of power: a literature review. J Adv Nurs 2024. [PMID: 38558440 DOI: 10.1111/jan.16178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 02/20/2024] [Accepted: 03/16/2024] [Indexed: 04/04/2024]
Abstract
AIM This study seeks to review how the use of digital technologies in clinical nursing affects nurses' professional identity and the relations of power within clinical environments. DESIGN Literature review. DATA SOURCES PubMed and CINAHL databases were searched in April 2023. METHODS We screened 874 studies in English and German, of which 15 were included in our final synthesis reflecting the scientific discourse from 1992 until 2023. RESULTS Our review revealed relevant effects of digital technologies on nurses' professional identity and power relations. Few studies cover outcomes relating to identity, such as moral agency or nurses' autonomy. Most studies describe negative impacts of technology on professional identity, for example, creating a barrier between nurses and patients leading to decreased empathetic interaction. Regarding power relations, technologically skilled nurses can yield power over colleagues and patients, while depending on technology. The investigation of these effects is underrepresented. CONCLUSION Our review presents insights into the relation between technology and nurses' professional identity and prevalent power relations. For future studies, dedicated and critical investigations of digital technologies' impact on the formation of professional identity in nursing are required. IMPLICATIONS FOR THE PROFESSION Nurses' professional identity may be altered by digital technologies used in clinical care. Nurses, who are aware of the potential effects of digitized work environments, can reflect on the relationship of technology and the nursing profession. IMPACT The use of digital technology might lead to a decrease in nurses' moral agency and competence to shape patient-centred care. Digital technologies seem to become an essential measure for nurses to wield power over patients and colleagues, whilst being a control mechanism. Our work encourages nurses to actively shape digital care. REPORTING METHOD We adhere to the JBI Manual for Evidence Synthesis where applicable. EQUATOR reporting guidelines were not applicable for this type of review. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Michael Knop
- Faculty for Applied Healthcare Sciences, Deggendorf Institute of Technology, Deggendorf, Germany
| | | | | | - Christian Rester
- Faculty for Applied Healthcare Sciences, Deggendorf Institute of Technology, Deggendorf, Germany
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Lu W, Ngai CSB, Yi L. A Bibliometric Review of Constituents, Themes, and Trends in Online Medical Consultation Research. Health Commun 2024; 39:229-243. [PMID: 36581497 DOI: 10.1080/10410236.2022.2163108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
As an emerging form of health care with accelerated growth in recent years, online medical consultation (OMC) has received extensive attention worldwide. Although the number of studies on OMC has increased substantially, few provide a comprehensive and up-to-date review of OMC's research constituents, themes, and trends. This study, therefore, extracted 1,801 OMC-related articles published in English from the Web of Science (WoS) Core Collection database during the past 30 years and employed a bibliometric analysis of WoS and CiteSpace to examine major constituents' distribution, collaboration relationships, themes, and trends. The results indicate that the United States, England, and China contributed the most to the proliferation of OMC studies. The United States had the greatest academic influence and the most collaborative connections, while China demonstrated the sharpest increase and most active development in recent years. However, there is a lack of substantial and close collaboration between researchers worldwide. The main themes of OMC research were Internet hospitals, COVID-19, mixed methods, online health community, and information technology. Researchers have recently shifted their attention to social media, management, efficacy, word of mouth, mental health, and anxiety. This review paper provides researchers and practitioners with a holistic and clear understanding of the features and trends of OMC research. It also identifies potential areas for future OMC research and sheds light on OMC practices.
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Affiliation(s)
- Wenze Lu
- The Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University
| | - Cindy Sing Bik Ngai
- The Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University
| | - Li Yi
- School of Foreign Languages, Sun Yat-Sen University
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Arthanat S, Wilcox J, LaRoche D. Smart home automation technology to support caring of individuals with Alzheimer's disease and related dementia: an early intervention framework. Disabil Rehabil Assist Technol 2024; 19:779-789. [PMID: 36136955 DOI: 10.1080/17483107.2022.2125088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 07/25/2022] [Accepted: 09/11/2022] [Indexed: 10/14/2022]
Abstract
PURPOSE Home automation technology comprising of Internet of Things and Smart gadgets is a rapidly growing industry that is projected to have a major scope for ageing-in-place and caregiving. This study examined the feasibility and cost-benefits of a personalized home automation intervention for care of individuals with Alzheimer's disease and related dementia (ADRD) with emphasis on their safety and independence, and reduction of care burden. METHODS A mixed method intervention study was conducted with five dyads each comprising of a caregiver and care recipient with ADRD. Each dyad received personalized home automation intervention with individualized goals centred on home safety, activity engagement, and caregiver-recipient connectivity. The goals were created and monitored using goal attainment scaling (GAS). The dyads were followed up after three months with a home visit and interview. Goal attainment scoring and thematic analysis of the interviews were conducted to examine the findings from the study. RESULTS All dyads indicated positive goal attainment between pre and post intervention. Goals that were met were complimented by the categories of peace of mind, self-efficacy, and care recipient engagement, while unmet goals as well as complexities with the technology were elucidated under challenges. Overarching and conceptually linked themes from the study were unfamiliarity, value, and timing. CONCLUSION Home automation technology has the potential to be adapted to promote independence and safety of individuals with ADRD while relieving care burden. Nonetheless, we propose an early intervention framework to overcome identified challenges and optimize the technology's usability and sustainability.IMPLICATIONS FOR REHABILITATIONHome automation involving Internet of Things and Smart gadgets has gained rapid popularity owing to the comfort and connectivity they provide to mainstream consumers.The technology has an emerging significance to ageing-in-place and care of individuals with Alzheimer's Disease and Related Dementia (ADRD) as it can be adapted and implemented to enhance home safety and activity engagement of the care recipients while also strengthening their connectivity with the caregivers.Unfamiliarity with the technology compounded by the progression of ADRD can, however, be detrimental to its adoption.Individualized focus and early integration of the technology for caregiver-care recipient dyads can mitigate these challenges and optimize its usability and long-term value in relation to ageing-in-place and caregiver wellbeing.
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Affiliation(s)
- Sajay Arthanat
- Department of Occupational Therapy, University of New Hampshire, Durham, NH, USA
| | - John Wilcox
- Department of Occupational Therapy, University of New Hampshire, Durham, NH, USA
| | - Dain LaRoche
- Department of Kinesiology, University of New Hampshire, Durham, NH, USA
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Law MJJ, Ridzwan MIZ, Ripin ZM, Abd Hamid IJ, Law KS, Karunagaran J, Cajee Y. Evaluation of a motorised patient transfer device based on perceived workload, technology acceptance, and emotional states. Disabil Rehabil Assist Technol 2024; 19:938-950. [PMID: 36334271 DOI: 10.1080/17483107.2022.2134472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 08/03/2022] [Accepted: 10/04/2022] [Indexed: 11/07/2022]
Abstract
PURPOSE The high prevalence of musculoskeletal disorders (MSDs) among healthcare workers is partly attributed to the low adoption of patient transfer assistive devices. This study aimed to evaluate the nurses' perceived workload, technology acceptance, and emotional states during the use of the sliding board (SB) and mechanical intervention in the form of a Motorised Patient Transfer Device (MPTD). METHODS The SB and MPTD activities were performed by seven nurses on a simulated patient. The nurses' facial expressions were recorded during the trial. The NASA Task Load Index and technology acceptance questionnaire were also assessed. RESULTS The MPTD significantly reduced the mean overall NASA-TLX score by 68.7% (p = 0.004) and increased the overall acceptance score (median = 8.30) by 21.2% (p = 0.016) when compared to the SB (median = 6.85). All the subjects reported positive feelings towards MPTD. However, facial expression analysis showed that the nurses had a significantly higher peak density of fear while using MPTD (p = 0.016). Besides, there was no improvement in the negative valence and contempt emotion compared to the SB. CONCLUSION Overall, nurses showed positive perceptions and acceptance of MPTD even when they experienced negative emotions.IMPLICATIONS FOR REHABILITATIONThe Motorised Patient Transfer Device (MPTD) reduced the perceived workload of nurses and showed a higher acceptance level compared to the commonly used baseline device (SB).Factors that attributed to the nurses' negative emotions can be used to improve technology and patient transfer processes.More training should be given to familiarise the health practitioners with the new assistive device to reduce their fear of technology.
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Affiliation(s)
- Mitchelle J J Law
- Neurorehabilitation Engineering and Assistance Systems Research, School of Mechanical Engineering, Universiti Sains Malaysia, Penang, Malaysia
| | - Mohamad Ikhwan Zaini Ridzwan
- Neurorehabilitation Engineering and Assistance Systems Research, School of Mechanical Engineering, Universiti Sains Malaysia, Penang, Malaysia
| | - Zaidi Mohd Ripin
- Neurorehabilitation Engineering and Assistance Systems Research, School of Mechanical Engineering, Universiti Sains Malaysia, Penang, Malaysia
| | | | - Kim Sooi Law
- Advanced Medical and Dental Institute, Universiti Sains Malaysia, Penang, Malaysia
| | - Jeevinthiran Karunagaran
- Neurorehabilitation Engineering and Assistance Systems Research, School of Mechanical Engineering, Universiti Sains Malaysia, Penang, Malaysia
| | - Yusuf Cajee
- Freedom Med International Sdn. Bhd, Penang, Malaysia
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Zhang H, Wu J, Mei Y, Hong X. Exploring the relationship between digital transformation and green innovation: The mediating role of financing modes. J Environ Manage 2024; 356:120558. [PMID: 38522270 DOI: 10.1016/j.jenvman.2024.120558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 03/26/2024]
Abstract
Green innovation is important and beneficial for the green development of enterprises. The development of digital technology could improve the asymmetry of information and affect the enterprise's financing modes. Currently, a definitive conclusion about the relationship between the digital transformation and green technology innovation has not reached. Additionally, studies have not yet fully explored the impact pathways of corporate digital transformation on green innovation through corporate financing modes. To fill this void, this study collected data of Chinese A-share listed companies from 2010 to 2020. The empirical analysis results showed that digital transformation significantly enhanced enterprises' green innovation abilities. Furthermore, mediating models were utilized to explore how enterprise financing modes mediate the impact of digital transformation on the enterprise green innovation. Results indicated that through internal financing and bank loans as "bridges", digital transformation promoted enterprise green innovation. However, digital transformation did not have a significant impact on enterprise green innovation through venture capital. Moreover, heterogeneity analyses revealed significant differences among different groups of enterprises. This study expands the research field related to digital transformation and enterprise green innovation by providing empirical evidence to uncover the impact of digital transformation on enterprise green innovation. Findings of this study contribute not only to enterprise managerial decision-makers to better leverage digital transformation through corporate financing to accelerate green innovation, but also to government policymakers to design policies to stimulate enterprise green innovation.
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Affiliation(s)
- Haikuan Zhang
- School of Innovation and Entrepreneurship, Guangdong Industry Polytechnic, Guangzhou, 510300, China.
| | - Jiancai Wu
- School of Innovation and Entrepreneurship, Guangdong Industry Polytechnic, Guangzhou, 510300, China.
| | - Ying Mei
- School of Physical Education, Jianghan University, Wuhan, 430056, China.
| | - Xinyi Hong
- School of Innovation and Entrepreneurship, Guangzhou University, Guangzhou, 510006, China; School of Management, Guangzhou University, Guangzhou, 510006, China.
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Ouendi N, Hubaut R, Pelayo S, Anceaux F, Wallard L. The rehabilitation robot: factors influencing its use, advantages and limitations in clinical rehabilitation. Disabil Rehabil Assist Technol 2024; 19:546-557. [PMID: 35921160 DOI: 10.1080/17483107.2022.2107095] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 07/14/2022] [Accepted: 07/24/2022] [Indexed: 10/16/2022]
Abstract
PURPOSE Despite the proven effectiveness of rehabilitation robots (RR) in the literature, they are still little used in clinical rehabilitation. The aim of this study was to analyse the factors influencing the use of RR and the perception of therapists who used RR. METHOD In order to characterize the factors influencing the use of RR by therapists, a semi-structured interview was conducted with 18 therapists. These interviews are based on an interview guide inspired by the Unified Theory of Acceptance and Use of Technology model. The interviews were recorded and then transcribed, summarized and finally synthesized cross-sectionally. In addition and in parallel, the System Usability Scale (SUS) was also proposed to clinicians in order to collect quantitative data. RESULTS The interviews highlight the facilitators perceived by the therapists, such as the intensity of the movement, the complementarity with conventional rehabilitation. The results also showed the possible barriers perceived, these can be sometimes inconclusive (e.g., bugs). The SUS results show no effect, either on the gender of the users, their therapists, or the duration of use of the tool. CONCLUSION Better communication on the functionality of the robot and the construction of achievable goals would lead to more results that are conclusive but also better patient care. To date, and despite the evidence for the effectiveness of RRs, therapists believe that there are still many barriers to their use. They agree, however, that if changes are made, RRs will become an integral part of therapy.IMPLICATIONS FOR REHABILITATIONThe study idenfied and highlighted the factors influencing the use of the rehabilitation robot in the clinics through metric and ergonomic evaluations.The study allowed to quantify the level of acceptance of the Lokomat among therapists.This study allowed to identify negative factors that could be resolved through the implementation of a structured and generalized protocol for patients and thus improve their care.
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Affiliation(s)
- Nawel Ouendi
- Laboratoire d'Automatique de Mécanique et d'Informatique Industrielles et Humaines, Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, Valenciennes, France
| | - Remy Hubaut
- Laboratoire d'Automatique de Mécanique et d'Informatique Industrielles et Humaines, Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, Valenciennes, France
| | - Sylvia Pelayo
- Évaluation des technologies de santé et des pratiques médicales, & Inserm -CIC-IT 1403, Univ. Lille, CHU Lille, ULR 2694 - METRICS, Lille, France
| | - Françoise Anceaux
- Laboratoire d'Automatique de Mécanique et d'Informatique Industrielles et Humaines, Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, Valenciennes, France
| | - Laura Wallard
- Laboratoire d'Automatique de Mécanique et d'Informatique Industrielles et Humaines, Univ. Polytechnique Hauts-de-France, CNRS, UMR 8201 - LAMIH, Valenciennes, France
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Labonte-LeMoyne E, Cameron AF, Sénécal S, Fredette M, Faubert J, Lepore F, Léger PM. What's that on Your Phone? Effects of Mobile Device Task Type on Pedestrian Performance. Hum Factors 2024; 66:1068-1080. [PMID: 36426775 PMCID: PMC10900866 DOI: 10.1177/00187208221141175] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND The number of accidents due to distracted pedestrian is on the rise and many governments and institutions are enacting public policies which restrict texting while walking. However, pedestrians do more than just texting when they use their mobile devices on the go. OBJECTIVE Exploring pedestrian multitasking, this paper aims to examine the effects of mobile device task type on pedestrian performance outcomes. METHOD We performed two studies in lab simulations where 78 participants were asked to perform different tasks on a mobile device (playing a game, reading, writing an email, texting one person, group texting) while performing a pedestrian visual discrimination task while either standing or walking on a treadmill. Behavioral performance as well as neurophysiological data are collected. RESULTS Results show that compared to a no-phone control, multitasking with any of the tasks on a mobile device leads to poor performance on a pedestrian visual discrimination task. Playing a game is the most cognitively demanding task and leads to the greatest performance degradation. CONCLUSION Our studies show that multitasking with a mobile device has the potential to negatively impact pedestrian safety, regardless of task type. However, the impacts of different mobile device tasks are not all equivalent. More research is needed to tease out the different effects of these various tasks and to design mobile applications which effectively and safely capture pedestrians' attention. APPLICATION Public policy, infrastructure, and smart technologies can be used to mitigate the negative effects of mobile multitasking. A more thorough understanding of mobile device task-specific factors at play can help tailor these counter-measures to better aid distracted pedestrians.
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Neshenko N, Bou-Harb E, Furht B, Behara R. Machine learning and user interface for cyber risk management of water infrastructure. Risk Anal 2024; 44:833-849. [PMID: 37635130 DOI: 10.1111/risa.14209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 05/29/2023] [Accepted: 07/19/2023] [Indexed: 08/29/2023]
Abstract
With the continuous modernization of water plants, the risk of cyberattacks on them potentially endangers public health and the economic efficiency of water treatment and distribution. This article signifies the importance of developing improved techniques to support cyber risk management for critical water infrastructure, given an evolving threat environment. In particular, we propose a method that uniquely combines machine learning, the theory of belief functions, operational performance metrics, and dynamic visualization to provide the required granularity for attack inference, localization, and impact estimation. We illustrate how the focus on visual domain-aware anomaly exploration leads to performance improvement, more precise anomaly localization, and effective risk prioritization. Proposed elements of the method can be used independently, supporting the exploration of various anomaly detection methods. It thus can facilitate the effective management of operational risk by providing rich context information and bridging the interpretation gap.
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Affiliation(s)
- Nataliia Neshenko
- Department of Information Technology and Operations Management, College of Business, Florida Atlantic University, Boca Raton, Florida, USA
| | - Elias Bou-Harb
- Department of Information Systems and Cyber Security, University of Texas at San Antonio, San Antonio, Texas, USA
| | - Borko Furht
- Department of Information Technology and Operations Management, College of Business, Florida Atlantic University, Boca Raton, Florida, USA
| | - Ravi Behara
- Department of Information Technology and Operations Management, College of Business, Florida Atlantic University, Boca Raton, Florida, USA
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Chen H, Wang J, Zeng Y, Shen N, Liu F. Using fs/QCA to explore the influencing factors of urban green infrastructure development and its combinational drivers: the case of the Yangtze River Delta region of China. Environ Sci Pollut Res Int 2024; 31:24913-24935. [PMID: 38460036 DOI: 10.1007/s11356-024-32641-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 02/21/2024] [Indexed: 03/11/2024]
Abstract
High levels of urban green infrastructure (UGI) development can help mitigate the climate, biodiversity, and habitat crises faced by cities and support the achievement of sustainable urban development. Based on the relevant data of 41 cities in the Yangtze River Delta region obtained from 2011 to 2020, this study measured the development level of natural and geographic conditions, economic development, urban construction, social and cultural development, and eco-environment quality and urban green infrastructure (UGI); evaluated the development trend of UGI in the region during the 12th Five-Year Plan and 13th Five-Year Plan by using entropy TOPSIS; and used fs/QCA to explain the high-level development path of each city toward the achievement of a green infrastructure. The results showed that (1) the development level of UGI in the Yangtze River Delta region decreases from southeast to northwest, and gradually decreases from Shanghai, Hangzhou, and other central cities. (2) There were several different configurations of high levels and non-high levels of UGI development drivers across regions, confirming the existence of multiple causality and asymmetry indices in the drivers of UGI. (3) During the "12th Five-Year Plan" and the "13th Five-Year Plan" period, the conditions needed to achieve a high level of UGI gradually became stricter, expanding from nature-social culture and urban construction-eco-environmental drivers to nature-urban construction, nature-social culture-eco-environmental, urban construction-economy-social culture-eco-environmental drivers. Research findings can provide greater guidance and implications for future sustainable urban development.
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Affiliation(s)
- Hong Chen
- Department of Design, College of Art, Anhui University, Hefei, 230601, China
| | - Jinsong Wang
- Department of Design, College of Art, Anhui University, Hefei, 230601, China
| | - Yanting Zeng
- Department of Design, College of Art, Anhui University, Hefei, 230601, China
| | - Ning Shen
- Department of Design, College of Art, Anhui University, Hefei, 230601, China
| | - Fajian Liu
- Department of Tourism Management, School of Business, Anhui University, Hefei, 230601, China.
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Tönsing KM, Bartram J, Morwane RE, Waller A. Designing electronic graphic symbol-based AAC systems: a scoping review. Part 1: system description. Disabil Rehabil Assist Technol 2024; 19:1079-1091. [PMID: 36417262 DOI: 10.1080/17483107.2022.2147228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/08/2022] [Accepted: 11/07/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE This is the first of two papers summarizing studies reporting on the design of electronic graphic symbol-based augmentative and alternative communication (AAC) systems, to determine the state of the field. The aim of this paper was to provide an overview of the general characteristics of the studies and to describe the features of the systems designed. METHODS A scoping review was conducted. A multifaceted search resulted in the identification of 28 studies meeting the selection criteria. Data were extracted relating to four areas of interest, namely (1) the general characteristics of the studies, (2) features of the systems designed, (3) availability of the systems to the public, and (4) the design processes followed. In this paper, findings relating to the first three areas are presented. RESULTS Most study authors were affiliated to fields of engineering and/or computer science and came from high-income countries. Most studies reported the design of AAC applications loaded onto mobile technology devices. Common system features included customizable vocabulary items, the inclusion of graphic symbols from both established AAC libraries and other sources, a dynamic grid display, and the inclusion of digital and/or synthetic speech output. Few systems were available to the public. CONCLUSIONS Limited justifications for many of the complex design decisions were provided in the studies, possibly due to limited involvement of rehabilitation professionals during the design process. Furthermore, few studies reported on the design of graphic symbol-based AAC systems specifically for middle- and low-income contexts and also for multilingual populations.Implications for rehabilitationComplex design decisions about electronic graphic symbol-based augmentative and alternative communication (AAC) systems should be made purposefully and with sufficient justification.Increased collaboration between designers and rehabilitation professionals during the design of electronic graphic symbol-based systems could improve the products.Design of AAC systems for populations residing in low and middle-income contexts and also for multilingual populations are urgently needed.
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Affiliation(s)
- Kerstin M Tönsing
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Jessica Bartram
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Refilwe E Morwane
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Annalu Waller
- School of Science and Engineering, University of Dundee, Scotland, UK
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Tönsing K, Bartram J, Morwane RE, Waller A. Designing electronic graphic symbol-based AAC systems: a scoping review. Part 2: application of human-centred design. Disabil Rehabil Assist Technol 2024; 19:1092-1102. [PMID: 36413429 DOI: 10.1080/17483107.2022.2148188] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 10/08/2022] [Accepted: 11/07/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE This is the second of two papers summarizing studies reporting on the design of electronic graphic symbol-based augmentative and alternative communication (AAC) systems. The aim of this paper was to describe the design approaches used and to determine to what extent the principles of human-centred design (HCD) were reflected in the design approaches and processes used. METHODS A scoping review was conducted. A multifaceted search resulted in the identification of 28 studies meeting the selection criteria. Data were extracted relating to four areas of interest, namely, (1) the general characteristics of the studies, (2) features of the systems designed, (3) availability of the systems to the public and (4) the design processes followed. In this paper, findings related to the last area are presented. RESULTS Design approaches were often inconsistently described. User-centred design was mentioned more often than HCD. Even so, various HCD principles were considered in most studies. Notably, stakeholders were involved in the design process in all studies. However, users were not involved in all studies and stakeholder roles were predominantly informative rather than collaborative. Prototype and product evaluations focussed mostly on usability rather than user experience. Although many design teams were multidisciplinary, engineers and computer scientists predominated. CONCLUSIONS There is a need for designers to be more transparent about the type of design approach used to guide the system design and also to clearly report on design approaches and processes used. The application of HCD to the design of graphic symbol-based AAC systems is still limited.Implications for rehabilitationHuman-centred design approaches can productively guide the design of electronic graphic symbol-based augmentative and alternative communication (AAC) systems.Creative methods are needed to involve stakeholders with complex communication needs in all phases of the design process.Evaluation of electronic graphic symbol-based AAC systems should consider both usability and user experience.
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Affiliation(s)
- Kerstin Tönsing
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Jessica Bartram
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Refilwe E Morwane
- Centre for Augmentative and Alternative Communication, University of Pretoria, Pretoria, South Africa
| | - Annalu Waller
- School of Science and Engineering, University of Dundee, Scotland, UK
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Han T, Han J, Liu J, Li W. Effect of emotional factors on purchase intention in live streaming marketing of agricultural products: A moderated mediation model. PLoS One 2024; 19:e0298388. [PMID: 38558061 PMCID: PMC10984517 DOI: 10.1371/journal.pone.0298388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 01/23/2024] [Indexed: 04/04/2024] Open
Abstract
Emotional factors play a crucial role in streaming live marketing of agricultural products. Some literature explored several emotional factors' impact on consumers' purchase intention. Nonetheless, the interaction and integration effects of these factors have received less attention. Based on Consumer Engagement Theory, SOR model and TAM model, the paper constructs a moderated mediation model of the interactivity/presence, trust/resonance and purchase intention under rural sentiment. A quantitative study based on 365 valid samples is conducted to validate this model. The results indicate that interactivity and presence positively impact on consumers' purchase intention, trust and resonance play a mediating role between interactivity/presence and purchase intention separately. Contrary to our expectations, rural sentiment negatively moderates the relationship between interactivity and resonance. Differences of regression results between urban and rural group indicate that the cultural backgrounds of consumers have an impact on their emotional responses in live streaming of agricultural products. The results illustrate the mechanism of emotional factors in consumers' purchase decisions. Overall, this paper reveals the potential of emotional factors and the development of effective marketing strategies to improve agricultural products sales.
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Affiliation(s)
- Tianming Han
- School of Economics and Management, North China Institute of Aerospace Engineering, Lang Fang, Hebei Province, China
| | - Jing Han
- School of Economics and Management, North China Institute of Aerospace Engineering, Lang Fang, Hebei Province, China
| | - Jia Liu
- School of Economics and Management, North China Institute of Aerospace Engineering, Lang Fang, Hebei Province, China
| | - Weibao Li
- School of Economics and Management, North China Institute of Aerospace Engineering, Lang Fang, Hebei Province, China
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Wang W, Wang Y, Chen L, Ma R, Zhang M. Justice at the Forefront: Cultivating felt accountability towards Artificial Intelligence among healthcare professionals. Soc Sci Med 2024; 347:116717. [PMID: 38518481 DOI: 10.1016/j.socscimed.2024.116717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/10/2024] [Accepted: 02/20/2024] [Indexed: 03/24/2024]
Abstract
The advent of AI has ushered in a new era of patient care, but with it emerges a contentious debate surrounding accountability for algorithmic medical decisions. Within this discourse, a spectrum of views prevails, ranging from placing accountability on AI solution providers to laying it squarely on the shoulders of healthcare professionals. In response to this debate, this study, grounded in the mutualistic partner choice (MPC) model of the evolution of morality, seeks to establish a configurational framework for cultivating felt accountability towards AI among healthcare professionals. This framework underscores two pivotal conditions: AI ethics enactment and trusting belief in AI and considers the influence of organizational complexity in the implementation of this framework. Drawing on Fuzzy-set Qualitative Comparative Analysis (fsQCA) of a sample of 401 healthcare professionals, this study reveals that a) focusing justice and autonomy in AI ethics enactment along with building trusting belief in AI reliability and functionality reinforces healthcare professionals' sense of felt accountability towards AI, b) fostering felt accountability towards AI necessitates ensuring the establishment of trust in its functionality for high complexity hospitals, and c) prioritizing justice in AI ethics enactment and trust in AI reliability is essential for low complexity hospitals.
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Affiliation(s)
- Weisha Wang
- Research Center for Smarter Supply Chain, Business School, Soochow University, 50 Donghuan Road, Suzhou, 215006, China.
| | - Yichuan Wang
- Sheffield University Management School, University of Sheffield, Conduit Rd, Sheffield, S10 1FL, United Kingdom.
| | - Long Chen
- Brunel University London, United Kingdom.
| | - Rui Ma
- Greenwich Business School, University of Greenwich, United Kingdom.
| | - Minhao Zhang
- University of Bristol School of Management, University of Bristol, United Kingdom.
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Barba-Sánchez V, Meseguer-Martínez A, Gouveia-Rodrigues R, Raposo ML. Effects of digital transformation on firm performance: The role of IT capabilities and digital orientation. Heliyon 2024; 10:e27725. [PMID: 38509885 PMCID: PMC10951599 DOI: 10.1016/j.heliyon.2024.e27725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 02/28/2024] [Accepted: 03/06/2024] [Indexed: 03/22/2024] Open
Abstract
Organisations undertake profound changes to fit in a rapidly evolving digital setting. However, although the IT capabilities of the organisational members play a critical role in this, the mechanism driving IT capabilities towards enhanced firm performance is not fully understood. A theoretical model to analyse the role of digital orientation and digital transformation in this relationship is introduced and tested on a set of 246 firms through the Partial Least Squares-Structural Equation Modeling method (PLS-SEM). This research contributes to the literature by introducing the social aspect to the study of technology management, delving also into the antecedents of digital transformation. Results confirm a positive effect of IT capabilities on firm performance through the development of a digital orientation and the digital transformation of the organisation.
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Affiliation(s)
- Virginia Barba-Sánchez
- Business Administration Department, ESII, Universidad de Castilla-La Mancha, Albacete, Spain
| | - Angel Meseguer-Martínez
- Business Administration Department, ESII, Universidad de Castilla-La Mancha, Albacete, Spain
| | | | - Mario L. Raposo
- NECE-UBI – Research Centre for Business Sciences, Universidade da Beira Interior, Covilhã, Portugal
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Esmaeilzadeh P. Challenges and strategies for wide-scale artificial intelligence (AI) deployment in healthcare practices: A perspective for healthcare organizations. Artif Intell Med 2024; 151:102861. [PMID: 38555850 DOI: 10.1016/j.artmed.2024.102861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 03/19/2024] [Accepted: 03/25/2024] [Indexed: 04/02/2024]
Abstract
Healthcare organizations have realized that Artificial intelligence (AI) can provide a competitive edge through personalized patient experiences, improved patient outcomes, early diagnosis, augmented clinician capabilities, enhanced operational efficiencies, or improved medical service accessibility. However, deploying AI-driven tools in the healthcare ecosystem could be challenging. This paper categorizes AI applications in healthcare and comprehensively examines the challenges associated with deploying AI in medical practices at scale. As AI continues to make strides in healthcare, its integration presents various challenges, including production timelines, trust generation, privacy concerns, algorithmic biases, and data scarcity. The paper highlights that flawed business models and wrong workflows in healthcare practices cannot be rectified merely by deploying AI-driven tools. Healthcare organizations should re-evaluate root problems such as misaligned financial incentives (e.g., fee-for-service models), dysfunctional medical workflows (e.g., high rates of patient readmissions), poor care coordination between different providers, fragmented electronic health records systems, and inadequate patient education and engagement models in tandem with AI adoption. This study also explores the need for a cultural shift in viewing AI not as a threat but as an enabler that can enhance healthcare delivery and create new employment opportunities while emphasizing the importance of addressing underlying operational issues. The necessity of investments beyond finance is discussed, emphasizing the importance of human capital, continuous learning, and a supportive environment for AI integration. The paper also highlights the crucial role of clear regulations in building trust, ensuring safety, and guiding the ethical use of AI, calling for coherent frameworks addressing transparency, model accuracy, data quality control, liability, and ethics. Furthermore, this paper underscores the importance of advancing AI literacy within academia to prepare future healthcare professionals for an AI-driven landscape. Through careful navigation and proactive measures addressing these challenges, the healthcare community can harness AI's transformative power responsibly and effectively, revolutionizing healthcare delivery and patient care. The paper concludes with a vision and strategic suggestions for the future of healthcare with AI, emphasizing thoughtful, responsible, and innovative engagement as the pathway to realizing its full potential to unlock immense benefits for healthcare organizations, physicians, nurses, and patients while proactively mitigating risks.
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Affiliation(s)
- Pouyan Esmaeilzadeh
- Department of Information Systems and Business Analytics, College of Business, Florida International University (FIU), Modesto A. Maidique Campus, 11200 S.W. 8th St, RB 261B, Miami, FL 33199, United States.
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Richardson CG. The Underutilization of Mental Health Care Services in the Lives of People with Blindness or Visual Impairment: A Literature Review on Rehabilitation Factors Toward Provision. Clin Ophthalmol 2024; 18:953-980. [PMID: 38566829 PMCID: PMC10986414 DOI: 10.2147/opth.s442430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 03/21/2024] [Indexed: 04/04/2024] Open
Abstract
Purpose Roughly 3 million adult Americans have a visual impairment or blindness, and over 4 million adults aged 40 and older. Despite data demonstrating an elevated prevalence of mental health symptoms in people with BVI, this population remains largely untreated. Given that people with BVI often interface with multiple systems of rehabilitative care that are designed to improve quality of life, the relatively low rates of initiation of mental health care services are particularly alarming. In this review, the systematic processes of mental health care services across pertinent rehabilitation groups are identified and critically examined. Patients and Methods A comprehensive literature review was conducted. The literature review utilized a critical systems typology, whereby relevant literature was selected, reviewed, and analyzed intra and extra organizationally. In addition, a thorough discussion of disability-related factors was provided, lending a socio-political lens to the problem. Results Considerable data indicates that short-term mental health care services for people with BVI are ineffective treatment methods, albeit primarily employed in health-rehabilitative processes. Multiple studies offered data indicating the presence of diverse and entangled mental health issues relative to vocational rehabilitation services, mobility tool utility, and emotional reactions to vision loss. Many studies suggested that disability identity work be integrated into health-rehabilitative processes for people with BVI. Conclusion To improve the utility of mental health care services for people with BVI, a reenergization of the mental health care needs of this population must occur. A critical podcast or forum focused on educating listeners about the health-rehabilitation factors that influence the provision of mental health care services can aid to improve future mental health policy and practice for people with BVI. Disability scholars need to advance research on integrating critical theories in work with people with BVI and accelerate qualitative, community-based methods to enhance understanding of this population and their unique mental health needs.
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Nie L, Xu J, Wang R. Health information needs and feedback of users in the online TCM community. PLoS One 2024; 19:e0301536. [PMID: 38551944 PMCID: PMC10980226 DOI: 10.1371/journal.pone.0301536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 03/18/2024] [Indexed: 04/01/2024] Open
Abstract
To improve the information service quality of the online Traditional Chinese Medicine (TCM) community, this study investigated users' information needs, feedback and the relationship between them. Using qualitative content analysis, the basic characteristics of users' needs were obtained. Logistic regression was used to explore the impact of different need characteristics of feedback. The main findings are as follows: 1) Disease consultation, health preservation, professional discussion, knowledge sharing and experience description are the major 5 types of information needs in the online TCM community; 2) Some users provided TCM-related information, such as the tongue image and the TCM four diagnosis; 3) A total of 78.8% of the posts received effective feedback, and the main types of feedback were answering, discussing, inquiring and emotional supporting; 4) Providing enough information can significantly and positively affect whether needs receive effective feedback, suggesting that users can present information about their condition in as many different formats as possible when articulating their needs.
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Affiliation(s)
- Lei Nie
- Country and Area Studies Academy, Beijing Foreign Studies University, Beijing, China
| | - Jiayi Xu
- International Business School, Beijing Foreign Studies University, Beijing, China
| | - Ruojia Wang
- School of Management, Beijing University of Chinese Medicine, Beijing, China
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Sharma N, Grotenhuijs K, Gemert-Pijnen JEWCV, Oinas-Kukkonen H, Braakman-Jansen LMA. Low-Fidelity Prototype of a Sensor-Dependent Interaction Platform: Formative Evaluation With Informal Caregivers of Older Adults With Cognitive Impairment. JMIR Form Res 2024; 8:e53402. [PMID: 38517461 PMCID: PMC10998178 DOI: 10.2196/53402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 01/15/2024] [Accepted: 02/05/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Unobtrusive sensing technologies developed for monitoring deviant behaviors in older adult care require integration with an interaction platform to facilitate the flow of information between older adults and their caregivers. However, the continuous monitoring capabilities generate a considerable amount of data that must be interpreted, filtered, and personalized before being communicated to the informal caregivers based on their specific care needs and requirements. OBJECTIVE For the effective implementation of unobtrusive sensing solutions (USSs) in the care of older adults with cognitive impairment, we aimed to explore the expectations and preconditions regarding the implementation of USSs from the perspective of informal caregivers. Subsequently, we designed and evaluated a low-fidelity prototype of an interaction platform for its conceptual workflow and usability, incorporating persuasive system design features based on the needs and requirements of informal caregivers. METHODS Overall, 6 informal caregivers of older adults with cognitive impairment living alone participated in this qualitative interview study. We explored the expectation and preconditions regarding implementation through open-ended questions and conducted a formative evaluation (usability study with a think-aloud approach) to evaluate the conceptual workflow and used persuasive system design features in the interaction platform. Overall, a combination of inductive and thematic analyses was used to analyze the interviews. RESULTS The results of this study present both positive and negative outcome expectations regarding the implementation of USSs, highlighting benefits such as objective decision-making and peace of mind and concerns about information overload and the potential substitution of human contact. Strategic information communication agreements between informal and formal caregivers were deemed crucial for the successful implementation of USSs in care. Overall, informal caregivers had a positive experience with the low-fidelity prototype of the interaction platform, particularly valuing the personalization feature. CONCLUSIONS In conclusion, to achieve successful implementation, a holistic design approach is necessary, and equal consideration should be given to the personalization-privacy paradox to balance users' needs and privacy.
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Affiliation(s)
- Nikita Sharma
- Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Karen Grotenhuijs
- Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
| | | | - Harri Oinas-Kukkonen
- Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - L M A Braakman-Jansen
- Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
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Arnulf JK, Olsson UH, Nimon K. Measuring the menu, not the food: "psychometric" data may instead measure "lingometrics" (and miss its greatest potential). Front Psychol 2024; 15:1308098. [PMID: 38577112 PMCID: PMC10991757 DOI: 10.3389/fpsyg.2024.1308098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 02/27/2024] [Indexed: 04/06/2024] Open
Abstract
This is a review of a range of empirical studies that use digital text algorithms to predict and model response patterns from humans to Likert-scale items, using texts only as inputs. The studies show that statistics used in construct validation is predictable on sample and individual levels, that this happens across languages and cultures, and that the relationship between variables are often semantic instead of empirical. That is, the relationships among variables are given a priori and evidently computable as such. We explain this by replacing the idea of "nomological networks" with "semantic networks" to designate computable relationships between abstract concepts. Understanding constructs as nodes in semantic networks makes it clear why psychological research has produced constant average explained variance at 42% since 1956. Together, these findings shed new light on the formidable capability of human minds to operate with fast and intersubjectively similar semantic processing. Our review identifies a categorical error present in much psychological research, measuring representations instead of the purportedly represented. We discuss how this has grave consequences for the empirical truth in research using traditional psychometric methods.
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Affiliation(s)
| | | | - Kim Nimon
- Department of Human Resource Development, University of Texas at Tyler, Tyler, TX, United States
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Alnahedh T. Implementation of Digital Faculty Portfolio in Medical College Using an Intervention Mapping Approach. Adv Med Educ Pract 2024; 15:217-229. [PMID: 38528917 PMCID: PMC10962465 DOI: 10.2147/amep.s445140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/15/2024] [Indexed: 03/27/2024]
Abstract
Purpose The Digital faculty portfolio (DFP) is a well-established Teaching Portfolio, a tool that combines student evaluations with teaching materials, narrative reflections, and evidence of pedagogical effectiveness. The research aimed to test the DFP concept and determine whether faculty find it useful for integrating faculty activities, including teaching and extracurricular activities. Thus, the main aim is to identify key technical details that must be addressed before creating a larger DFP platform. Methods This research study adopted a six-step theory- and evidence-based approach of an Intervention Mapping (IM) protocol to assess the need for a DFP-like program at the College of Medicine, King Saud Abdulaziz University for Health Sciences and the efficacy of the pilot DFP program. The study was done in three steps: 1) Evaluation of educational needs; 2) Design of the "DFP" program; and 3) Validation and refinement of the designed program. The college conducted the needs assessment using a validated survey with full-time faculty members. Eighty-two survey participants comprised the sample. We described to them the DFP implementation procedure, design, and advantages. Results The DFP is valuable to most users (60%) and has inherent benefits that boost professional competency (80%). Nearly 73% were willing to keep using and/or updating their DFP periodically. The created program was validated by sharing the findings with designated specialists in health professions education. Based on their comments, the program was further refined and ready for piloting. Conclusion To maximize the potential of the platform's success, its capabilities should be consistently enhanced in addition to resolving technical issues. This program has managed to effectively identify new avenues for working on enhancing methods for effective communication, coordination and enhance the scope of evaluation process.
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Affiliation(s)
- Taghreed Alnahedh
- Department of Medical Education, College of Medicine, King Saud Abdulaziz University for Health Sciences (KSAUHS), Riyadh, Kingdom of Saudi Arabia
- King Abdullah International Medical Research Center (KAIMRC), Riyadh, Kingdom of Saudi Arabia
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Civit-Masot J, Luna-Perejon F, Muñoz-Saavedra L, Domínguez-Morales M, Civit A. A lightweight xAI approach to cervical cancer classification. Med Biol Eng Comput 2024:10.1007/s11517-024-03063-6. [PMID: 38507122 DOI: 10.1007/s11517-024-03063-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 02/24/2024] [Indexed: 03/22/2024]
Abstract
Cervical cancer is caused in the vast majority of cases by the human papilloma virus (HPV) through sexual contact and requires a specific molecular-based analysis to be detected. As an HPV vaccine is available, the incidence of cervical cancer is up to ten times higher in areas without adequate healthcare resources. In recent years, liquid cytology has been used to overcome these shortcomings and perform mass screening. In addition, classifiers based on convolutional neural networks can be developed to help pathologists diagnose the disease. However, these systems always require the final verification of a pathologist to make a final diagnosis. For this reason, explainable AI techniques are required to highlight the most significant data to the healthcare professional, as it can be used to determine the confidence in the results and the areas of the image used for classification (allowing the professional to point out the areas he/she thinks are most important and cross-check them against those detected by the system in order to create incremental learning systems). In this work, a 4-phase optimization process is used to obtain a custom deep-learning classifier for distinguishing between 4 severity classes of cervical cancer with liquid-cytology images. The final classifier obtains an accuracy over 97% for 4 classes and 100% for 2 classes with execution times under 1 s (including the final report generation). Compared to previous works, the proposed classifier obtains better accuracy results with a lower computational cost.
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Affiliation(s)
- Javier Civit-Masot
- Robotics and Computer Technology Lab, ETSII, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain.
| | - Francisco Luna-Perejon
- Robotics and Computer Technology Lab, ETSII, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
| | - Luis Muñoz-Saavedra
- Robotics and Computer Technology Lab, ETSII, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
| | - Manuel Domínguez-Morales
- Robotics and Computer Technology Lab, ETSII, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
- Computer Engineering Research Institute, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
| | - Anton Civit
- Robotics and Computer Technology Lab, ETSII, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
- Computer Engineering Research Institute, Universidad de Sevilla, Reina Mercedes s/n, Seville, 41018, Spain
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Yim D, Khuntia J, Parameswaran V, Meyers A. Preliminary Evidence of the Use of Generative AI in Health Care Clinical Services: Systematic Narrative Review. JMIR Med Inform 2024; 12:e52073. [PMID: 38506918 PMCID: PMC10993141 DOI: 10.2196/52073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/12/2023] [Accepted: 01/30/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Generative artificial intelligence tools and applications (GenAI) are being increasingly used in health care. Physicians, specialists, and other providers have started primarily using GenAI as an aid or tool to gather knowledge, provide information, train, or generate suggestive dialogue between physicians and patients or between physicians and patients' families or friends. However, unless the use of GenAI is oriented to be helpful in clinical service encounters that can improve the accuracy of diagnosis, treatment, and patient outcomes, the expected potential will not be achieved. As adoption continues, it is essential to validate the effectiveness of the infusion of GenAI as an intelligent technology in service encounters to understand the gap in actual clinical service use of GenAI. OBJECTIVE This study synthesizes preliminary evidence on how GenAI assists, guides, and automates clinical service rendering and encounters in health care The review scope was limited to articles published in peer-reviewed medical journals. METHODS We screened and selected 0.38% (161/42,459) of articles published between January 1, 2020, and May 31, 2023, identified from PubMed. We followed the protocols outlined in the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to select highly relevant studies with at least 1 element on clinical use, evaluation, and validation to provide evidence of GenAI use in clinical services. The articles were classified based on their relevance to clinical service functions or activities using the descriptive and analytical information presented in the articles. RESULTS Of 161 articles, 141 (87.6%) reported using GenAI to assist services through knowledge access, collation, and filtering. GenAI was used for disease detection (19/161, 11.8%), diagnosis (14/161, 8.7%), and screening processes (12/161, 7.5%) in the areas of radiology (17/161, 10.6%), cardiology (12/161, 7.5%), gastrointestinal medicine (4/161, 2.5%), and diabetes (6/161, 3.7%). The literature synthesis in this study suggests that GenAI is mainly used for diagnostic processes, improvement of diagnosis accuracy, and screening and diagnostic purposes using knowledge access. Although this solves the problem of knowledge access and may improve diagnostic accuracy, it is oriented toward higher value creation in health care. CONCLUSIONS GenAI informs rather than assisting or automating clinical service functions in health care. There is potential in clinical service, but it has yet to be actualized for GenAI. More clinical service-level evidence that GenAI is used to streamline some functions or provides more automated help than only information retrieval is needed. To transform health care as purported, more studies related to GenAI applications must automate and guide human-performed services and keep up with the optimism that forward-thinking health care organizations will take advantage of GenAI.
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Affiliation(s)
- Dobin Yim
- Loyola University, Maryland, MD, United States
| | - Jiban Khuntia
- University of Colorado Denver, Denver, CO, United States
| | | | - Arlen Meyers
- University of Colorado Denver, Denver, CO, United States
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Sahlabadi M, Muniyandi RC, Shukur Z, Islam MR, SaberiKamarposhti M, Yim K. LPMSAEF: Lightweight process mining-based software architecture evaluation framework for security and performance analysis. Heliyon 2024; 10:e26969. [PMID: 38455540 PMCID: PMC10918206 DOI: 10.1016/j.heliyon.2024.e26969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 02/17/2024] [Accepted: 02/22/2024] [Indexed: 03/09/2024] Open
Abstract
The article discusses the need for a lightweight software architecture evaluation framework that can address practitioners' concerns. Specifically, the proposed framework uses process mining and Petri nets to analyze security and performance in software development's early and late stages. Moreover, the framework has been implemented in six case studies, and the results show that it is a feasible and effective solution that can detect security and performance issues in complex and heterogeneous architecture with less time and effort. Furthermore, the article provides a detailed explanation of the framework's features, factors, and evaluation criteria. Additionally, this article discusses the challenges associated with traditional software architecture documentation methods using Unified Modeling Language diagrams and the limitations of code alone for creating comprehensive Software Architecture models. Various methods have been developed to extract implicit Software Architecture from code artifacts, but they tend to produce code-oriented diagrams instead of Software Architecture diagrams. Therefore, to bridge the model-code gap, the article proposes a framework that considers existing Software Architecture in the source code as architectural components and focuses on Software Architecture behaviors for analyzing performance and security. The proposed framework also suggests comparing Software Architecture extracted by different Process Mining algorithms to achieve consensus on architecture descriptions, using visualizations to understand differences and similarities. Finally, the article suggests that analyzing the previous version of a system's Software Architecture can lead to improvements and deviations from planned Software Architecture can be detected using traceability approaches to aid software architects in detecting inconsistencies.
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Affiliation(s)
- Mahdi Sahlabadi
- Department of Information Security Engineering, Soonchunhyang University, Chungnam, Asan-si, 31538, South Korea
| | | | - Zarina Shukur
- Center For Cyber Security, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia
| | - Md Rezanur Islam
- Software Convergence, Soonchunhyang University, Chungnam, Asan-si, 31538, South Korea
| | | | - Kangbin Yim
- Department of Information Security Engineering, Soonchunhyang University, Chungnam, Asan-si, 31538, South Korea
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Kusuma AR, Syarief R, Sukmawati A, Ekananta A. Factors influencing the digital transformation of sales organizations in Indonesia. Heliyon 2024; 10:e27017. [PMID: 38495167 PMCID: PMC10943358 DOI: 10.1016/j.heliyon.2024.e27017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 02/16/2024] [Accepted: 02/22/2024] [Indexed: 03/19/2024] Open
Abstract
A model that can elaborate the interaction between research variables influencing digital transformation, especially on the performance of sales organizations in Fast-Moving Consumer Goods companies, is fundamental. It allows the decision-makers to take proper action for their companies' optimization. By using Partial Least Squares Structural Equation Modeling (PLS-SEM) to build a model that can describe the interaction between Leadership Model, Organizational Citizenship Behavior, and Sales Management in 346 respondents working in various Fast-moving Consumer Goods companies in Indonesia, the present study found the most respondents were from the Special Capital Region of Jakarta (40.7%). It was found that the Sales Director (50.0%) was the most responsible for digital transformation implementation within the sales organization. Most respondents answered that effectiveness in the company's Internal Business Processes was the primary goal of digital transformation (28.1%). Concerning the success parameters of the digital transformation, Business Processes were the prominent expression of successful implementation (19.4%), with Sales Automation (37.4%) as the main activity in their digital transformation. Three hypotheses with the variables of leadership models, organizational citizenship behavior (OCB), and sales management control, had proven to affect digital transformation positively. Later, in four hypotheses where sales organization performance was set as the dependent variable, it was found that the leadership model influenced organization performance with digital transformation as a mediator. Finally, the last three hypotheses, with variables of sales management control, organizational citizenship behavior, and leadership model, positively influenced organization performance through digital transformation as a mediating variable. Leaders in organizations who carry out digital transformation must ensure that their organizations can respond to disruptions related to the use of digital technology in order for an organization to achieve proper performance.
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Affiliation(s)
- Adhitya Rendra Kusuma
- School of Business, Kampus IPB Gunung Gede, Jalan Raya Pajajaran, Bogor, 16128, West Java, Indonesia
| | - Rizal Syarief
- School of Business, Kampus IPB Gunung Gede, Jalan Raya Pajajaran, Bogor, 16128, West Java, Indonesia
| | - Anggraini Sukmawati
- School of Business, Kampus IPB Gunung Gede, Jalan Raya Pajajaran, Bogor, 16128, West Java, Indonesia
| | - Arry Ekananta
- School of Business, Kampus IPB Gunung Gede, Jalan Raya Pajajaran, Bogor, 16128, West Java, Indonesia
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Gerlach J, Beutel V, Wegkamp C, Breitner MH, Geißendörfer S, Engel B, von Maydell K. Navigating the energy transition: Identifying critical success factors for ancillary services provision and sustainable energy solutions in Germany. Heliyon 2024; 10:e27643. [PMID: 38495152 PMCID: PMC10943441 DOI: 10.1016/j.heliyon.2024.e27643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 03/19/2024] Open
Abstract
The provision of ancillary services (AS) is subject to changes associated with the energy transition. Due to new requirements, the power supply quality, reliability, and safety must be achieved by simultaneously complying with technological, economic, and environmental constraints. To mitigate these challenges, we derive factors responsible for a successful venture of all stakeholders, referred to as critical success factors (CSFs). In a Design Science Research (DSR)-based approach, twelve specific CSFs are deduced from expert interviews with transmission-, plant-, and distribution system operators. These CSFs are evaluated in a focus group discussion with academic experts afterward. We summarize practical results and findings from failed and successful projects concerning energy trading strategies, asset portfolios, grid expansion, and communication technologies. We contribute to AS knowledge and derive recommendations for further research and practice.
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Affiliation(s)
- Jana Gerlach
- Leibniz Universität Hannover, Information Systems Institute, Königsworther Platz 1, 30167, Hannover, Germany
| | - Vanessa Beutel
- German Aerospace Center, DLR Institute of Networked Energy Systems, Carl-von-Ossietzky-Straße 15, 26129, Oldenburg, Germany
| | - Carsten Wegkamp
- Technische Universität Braunschweig, Elenia Institute for High Voltage Technology and Power Systems, Schleinitzstraße 23, 38106, Braunschweig, Germany
| | - Michael H. Breitner
- Leibniz Universität Hannover, Information Systems Institute, Königsworther Platz 1, 30167, Hannover, Germany
| | - Stefan Geißendörfer
- German Aerospace Center, DLR Institute of Networked Energy Systems, Carl-von-Ossietzky-Straße 15, 26129, Oldenburg, Germany
| | - Bernd Engel
- Technische Universität Braunschweig, Elenia Institute for High Voltage Technology and Power Systems, Schleinitzstraße 23, 38106, Braunschweig, Germany
| | - Karsten von Maydell
- German Aerospace Center, DLR Institute of Networked Energy Systems, Carl-von-Ossietzky-Straße 15, 26129, Oldenburg, Germany
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Igoa-Iraola E, Díez F. Procedures for transferring organizational knowledge during generational change: A systematic review. Heliyon 2024; 10:e27092. [PMID: 38439887 PMCID: PMC10909792 DOI: 10.1016/j.heliyon.2024.e27092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/16/2024] [Accepted: 02/23/2024] [Indexed: 03/06/2024] Open
Abstract
The loss of organizational knowledge has emerged as a prevalent issue for 21st-century organizations. This systematic review aims to scrutinize knowledge transfer procedures applied to individuals in managerial and intermediate positions during generational change or knowledge management initiatives. Following the PRISMA statement [1], this review progressed through four stages, applying inclusion and exclusion criteria, and ultimately identifying 28 articles for the final analysis. Descriptive indicators and content-related metrics were employed in the study. Key findings include: (1) predominant investment in knowledge retention studies and procedure design is observed among large companies, primarily in the secondary sector; (2) digitalization emerges as a critical aspect of effective organizational knowledge transfer procedures and protocols; (3) intra-organizational communication styles are predominantly employed for knowledge transfer; (4) organizations prefer a collective approach to transferring both tacit and explicit knowledge. In summary, this research offers fresh insights into a pivotal area of business management, showcasing originality in its exploration of knowledge transfer within the realms of generational change and knowledge management.
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