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Jamahneh OM, Al-Hammouri MM, Rababah J, Hseinat R, Alshurmman NK, Alshorman A, Ta'an W, Saifan F. Spiritual Well-Being and Spiritual Care Competence: The Mediating Role of Resilience and Decision Fatigue. J Holist Nurs 2025:8980101251325285. [PMID: 40130508 DOI: 10.1177/08980101251325285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2025]
Abstract
Purpose: This study aimed to examine the role of resilience and decision fatigue in mediating the relationship between spiritual well-being and spiritual care competence among nurses. Methods: A cross-sectional design was utilized. The study recruited 538 registered nurses from four referral hospitals in Jordan. Data were analyzed using descriptive statistics, Pearson's correlation, and Hayes Macro PROCESS model 6. Results: The average age of the 538 nurses was 35.75 years; 62.1% were female, and 96.6% were married. Bivariate correlations showed moderate correlations among all study variables. Decision fatigue negatively correlated with spiritual care competence, spiritual well-being, and resilience. The regression model indicated that spiritual well-being, resilience, and decision fatigue significantly predicted spiritual care competence, explaining about half of its variance. The bootstrapping analysis revealed that resilience significantly mediated the relationship between spiritual well-being and spiritual care competence, while the mediation role of decision fatigue was not significant. Conclusion: The study underscores the importance of spiritual well-being and resilience in enhancing nurses' spiritual care competence, aligning with the overarching goals of holistic nursing in creating a healing environment for both patients and caregivers. Nurse managers and educators should implement interventions to improve nurses' spiritual well-being and resilience, enhancing holistic care delivery.
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Grignoli N, Manoni G, Gianini J, Schulz P, Gabutti L, Petrocchi S. Clinical decision fatigue: a systematic and scoping review with meta-synthesis. Fam Med Community Health 2025; 13:e003033. [PMID: 39922690 PMCID: PMC11808891 DOI: 10.1136/fmch-2024-003033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 01/13/2025] [Indexed: 02/10/2025] Open
Abstract
OBJECTIVE Decision fatigue (DF) can lead to impaired judgement, decreased diagnostic accuracy and increased likelihood of medical errors. Research on DF is scarce, and little is known about its nature in the clinical context. The objective of the present review was to provide a comprehensive framework to understand how the construct of DF in medical settings has been defined and measured. This review aimed to understand DF determinants and consequences and capture motivational factors overlooked in the existing reviews. DESIGN Systematic and scoping review (ScR) with meta-synthesis. ELIGIBILITY CRITERIA Empirical and non-empirical papers on clinical DF or related constructs directly impacting clinical decision-making were considered, with doctors of all ages, sexes and nationalities as participants. The Preferred Reporting Item for Systematic Reviews and Meta-analyses scoping review checklist has been applied and checked. INFORMATION SOURCES Six databases were systematically searched by two independent researchers according to a predefined set of keywords. RESULTS 43 papers were included, of which 25 were empirical. The quantitative studies outnumber the qualitative ones and primarily involved residents in Europe/UK and North America. Internal medicine and primary care were the most studied disciplines. Only one sequential cross-sectional study measured DF in the medical setting, and all other studies addressed the construct indirectly. A conceptual analysis of clinical DF, including narrative contributions, a thematic analysis of the data extracted and a meta-synthesis, is provided. Clinical DF was investigated mostly by individual risk factors analysed through multiple intertwined determinants involving cognitive, emotional, behavioural, social and ethical aspects. Relevant risks, protective factors and negative outcomes circularly increasing DF are outlined. CONCLUSIONS The review gives solid arguments for developing a clear and coherent definition of clinical DF that allows the implementation of preventive targeted intervention. PROSPERO REGISTRATION NUMBER This systematic review was pre-registered in PROSPERO on 8 November 2023 (available online at: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023476190, registration number CRD4202347619).
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Affiliation(s)
- Nicola Grignoli
- Cantonal Sociopsychiatric Organisation, Public Health Division, Department of Health and Social Care, Repubblica e Cantone Ticino, Mendrisio, Switzerland
- Institute of Family Medicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Ticino, Switzerland
- Department of Internal Medicine, Regional Hospital of Bellinzona and Valleys, Ente Ospedaliero Cantonale and Università della Svizzera italiana, Bellinzona, Switzerland
| | - Greta Manoni
- Department of Internal Medicine, Regional Hospital of Bellinzona and Valleys, Ente Ospedaliero Cantonale and Università della Svizzera italiana, Bellinzona, Switzerland
| | - Jvan Gianini
- Department of Internal Medicine, Regional Hospital of Bellinzona and Valleys, Ente Ospedaliero Cantonale and Università della Svizzera italiana, Bellinzona, Switzerland
| | - Peter Schulz
- Faculty of Communication, Culture and Society, Università della Svizzera italiana, Lugano, Ticino, Switzerland
- Department of Communication & Media, Ewha Womans University, Seoul, Korea (the Republic of)
| | - Luca Gabutti
- Institute of Family Medicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Ticino, Switzerland
| | - Serena Petrocchi
- Institute of Family Medicine, Faculty of Biomedical Sciences, Università della Svizzera italiana, Lugano, Ticino, Switzerland
- Lab of Applied Psychology, Università del Salento, Lecce, Italy
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Yang X, Lin Y, Tang A, Zeng X, Dai W, Zhang Q, Ning L. Tough choices: the experience of family members of critically ill patients participating in ECMO treatment decision-making: a descriptive qualitative study. BMC Med Inform Decis Mak 2025; 25:65. [PMID: 39920721 PMCID: PMC11806576 DOI: 10.1186/s12911-025-02876-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 01/17/2025] [Indexed: 02/09/2025] Open
Abstract
BACKGROUND ECMO treatment for critically ill patients mostly requires family members to make surrogate decisions. However, the process and experience of family members' participation in decision making have not been well described. PURPOSE To explore the experience of family members of critically ill patients who were asked to consent to ECMO treatment and to gain insight into the factors that promote and hinder their decision-making. METHODS A descriptive qualitative study. Data were collected using a semi-structured interview method and analysed using traditional content analysis approaches. The cohort included nineteen family members of critically ill ICU patients from a general hospital in China. RESULTS Eleven family members consented to ECMO treatment, and 8 refused. 4 themes and 10 subthemes emerged: (1) tough choices: the dilemma in the emergency situation, the guilt and remorse after giving up; (2) rationalisation of decision-making: ethics and morality guide decision-making, expected efficacy influences decision making, and past experience promotes decision making; (3) decision-making methods: independent decision-making, group decision-making, decision making based on patient preferences; (4) influencing factors of decision making: information and communication, social support. CONCLUSION The findings provide insights and a basis for promoting efficient ECMO decision-making in clinical practice. It may be difficult to improve the time it takes to make the decision without sacrificing the quality of the decision. Healthcare professionals should provide timely emotional support, informational support, and comprehensive social support to assist them in making efficient decisions while respecting the treatment preferences of the decision-makers.
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Affiliation(s)
- Xiangying Yang
- Department of Intensive Care Unit, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Yao Lin
- Department of Intensive Care Unit, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Amao Tang
- Department of Gastroenterology, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Xiaokang Zeng
- Department of Intensive Care Unit, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Weiying Dai
- Department of Intensive Care Unit, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Qian Zhang
- Department of Intensive Care Unit, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
| | - Li Ning
- Department of Nursing, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, No. 261, Huansha Road, Shangcheng District, Hangzhou, China.
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Al-Hammouri MM, Rababah J, Dormans J. Exploring gender dynamics and predictors of resilience among nursing students. Nurse Educ Pract 2024; 80:104160. [PMID: 39405790 DOI: 10.1016/j.nepr.2024.104160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Revised: 09/27/2024] [Accepted: 10/07/2024] [Indexed: 11/12/2024]
Abstract
AIM This study examined the gender differences in contributing factors to resilience among university nursing students, controlling for the age and year of study. BACKGROUND Resilience is a behavioral pattern learned through personal and professional experiences. Resilience is crucial in nursing education and shapes clinical proficiency and care quality that may best target during college years, preparing nursing students for their future careers. DESIGN Cross-sectional design was used in the current study METHODS: Online surveys were used to collect the data from 623 nursing students. Validated instruments assessed resilience, decision fatigue, spiritual well-being, stress overload and spiritual and religious coping. Two regression models were generated to examine gender dynamics in predicting resilience. RESULTS The results showed that more than half of our sample has low resilience (n = 285, 45.7 %). The regression model significantly predicted more than 60 % of the variance in resilience among male nursing students (F(3, 234) = 123.87, p <.001), with religious well-being, negative spiritual and religious coping and stress overload being significant predictors in the model. The regression model predicting resilience among female nursing students showed that the model significantly predicted about half of the variance (F(4, 378) = 123.87, p <.001) with positive spiritual and religious coping, existential well-being, negative spiritual and religious coping and stress overload being significant contributors in the model. CONCLUSION Gender disparities echoed existing literature, advocating gender-sensitive strategies in promoting resilience. Early resilience nurturing through diverse modalities can foster a resilient nursing cohort adept at tackling multifaceted healthcare challenges.
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Affiliation(s)
| | - Jehad Rababah
- Faculty of Nursing, Jordan University of Science and Technology, Irbid, Jordan
| | - Jorn Dormans
- Center for International Cooperation, Vrije Universiteit Amsterdam, the Netherlands
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Dong SS, Wang K, Zhang KQ, Wang XH, Wang JH, Turdi S, Yang JY, He L, Yan R, Li YW. Decision fatigue experience of front-line nurses in the context of public health emergency: an interpretative phenomenological analysis. BMC Nurs 2024; 23:553. [PMID: 39135083 PMCID: PMC11321180 DOI: 10.1186/s12912-024-02163-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 07/10/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND Decision fatigue is a new concept in the field of psychology and refers to a state of fatigue alongside impaired cognitive processing and emotional regulation ability. Previous studies have confirmed that nurses are prone to decision fatigue, and nurses who experience decision fatigue may implement nursing measures that are inconsistent with clinical evidence, thus affecting patients' benefits. COVID-19, as a large-scale global public health emergency, increased the workload and burden of nurses and aggravated decision fatigue. However, the factors leading to decision fatigue among nurses have not yet been identified. METHODS This study is guided by interpretative phenomenology. During the epidemic period of COVID-19: From November 2022 to February 2023, a one-to-one, semi-structured in-depth interview was conducted among nurses with decision fatigue experience who were participating in front-line work in Jilin Province using homogenous sampling. The interview recordings and related data were transcribed into text within 24 h, and data analysis was assisted by NVivo 12.0 software. RESULTS After a total of 14 front-line nurses were analyzed in this study, The thematic level reaches saturation, the findings present a persuasive and coherent narrative, and the study is terminated, and finally extracted and formed three core themes: "Cognition, influence and attitude of decision fatigue", "Approaching factors of decision fatigue" and "Avoidant factors of decision fatigue". CONCLUSION This study confirmed that decision fatigue was widespread in the work of front-line nurses, affecting the physical and psychological health of nurses, the quality of nursing work, the degree of benefit of patients and the clinical outcome. However, nursing staff do not know enough about decision fatigue, so the popularization and research of decision fatigue should be strengthened. Improve the attention of medical institutions, nursing managers and nursing staff.Some suggestions are put forward for the intervention of decision fatigue through personnel, task, tool and technology, organization and environment.
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Affiliation(s)
- Shan-Shan Dong
- Hepatopancreatobiliary Surgery Department, General External Center, First Hospital of Jilin University, Changchun, Jilin Province, China
| | - Kun Wang
- Pediatric Respiratory Department, Children's Hospital, First Hospital of Jilin University, Changchun, Jilin Province, China
| | - Ke-Qiang Zhang
- Medical Department, Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Xing-Hui Wang
- Department of Nursing, First Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Jian-Hang Wang
- Operating Room, Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Subinur Turdi
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Chaoyang District, Changchun, Jilin Province, 130021, China
| | - Jia-Yu Yang
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Chaoyang District, Changchun, Jilin Province, 130021, China
| | - Li He
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Chaoyang District, Changchun, Jilin Province, 130021, China
| | - Rong Yan
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Chaoyang District, Changchun, Jilin Province, 130021, China
| | - Yue-Wei Li
- School of Nursing, Jilin University, No. 965 Xinjiang Street, Chaoyang District, Changchun, Jilin Province, 130021, China.
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Tate AD, Trofholz A, Youngblood A, Goldschmidt AB, Berge JM. Association between parental resource depletion and parent use of specific food parenting practices: An ecological momentary assessment study. Appetite 2024; 199:107368. [PMID: 38643902 PMCID: PMC11163443 DOI: 10.1016/j.appet.2024.107368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 04/17/2024] [Accepted: 04/19/2024] [Indexed: 04/23/2024]
Abstract
The resource depletion model proposes that self-control is a limited resource that may become depleted after repeated use. This study aimed to improve our understanding of the correlates of resource depletion in parents, examine the association between resource depletion and use of coercive food parenting practices, and explore the relationship between resource depletion and stress. Children aged 5-9 and their parents (n = 631 dyads) were recruited from primary care clinics in a large metropolitan area in the United States in 2016-2019. Ecological momentary assessment was carried out over seven days with parents. Frequency tabulations and descriptive statistics were calculated to examine the overall, between-participant, and within-participant frequency of resource depletion, stress, and coercive food parenting practices. Resource depletion was higher among mothers (as compared to fathers) and native born participants (as compared to immigrants). Resource depletion was found to decrease significantly with each increase in household income level and perceived co-parenting support was negatively associated with resource depletion. Greater resource depletion earlier in the day was positively associated with coercive food parenting practices (e.g., food restriction, pressure-to-eat) at dinner the same night. Further, prior day resource depletion was associated with greater pressure-to-eat the next day. Parents with lower chronic stress were found to engage in pressuring when experiencing higher depletion. Clinicians and public health professionals should be aware of the role the resource depletion can play in parent's use of specific food parenting practices and seek to provide parents with the support they need to manage the cognitive load they are experiencing.
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Affiliation(s)
- A D Tate
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA, Georgia.
| | - A Trofholz
- Center for Learning Health System Sciences, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - A Youngblood
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - A B Goldschmidt
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - J M Berge
- Department of Family Medicine and Adult and Child Center for Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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Hur Y, Hickman RL. Psychometric Evaluation of the Decision Fatigue Scale among Korean Registered Nurses. Healthcare (Basel) 2024; 12:1524. [PMID: 39120227 PMCID: PMC11312083 DOI: 10.3390/healthcare12151524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 07/22/2024] [Accepted: 07/25/2024] [Indexed: 08/10/2024] Open
Abstract
Nurses make decision for patients and the quality of nurses' decision making can affect patient outcomes. For some reason, nurses are experiencing impaired decision making and it can negatively impact patient care. A valid and reliable instrument to assess decision fatigue may let people know about the concept and guide the development of new policies or interventions for Korean nurses' decision fatigue. This study aimed to evaluate the psychometric properties of the Korean version of the decision fatigue scale. The design was a cross-sectional descriptive study and convenience sampling was used to recruit participants. A total of 247 nurses from across South Korea participated in an online survey. The survey consisted of demographic questionnaires, decision fatigue scale, nursing practice environment scale, and compassion fatigue scale. It was validated through confirmatory factor analysis that the Korean version of the decision fatigue scale was a single factor with the same structure as the original scale. The Korean version of the decision fatigue scale showed significant correlations with compassion fatigue, and the scale showed appropriate internal consistency. This study established well enough the psychometric characteristics of the Korean version of decision fatigue.
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Affiliation(s)
- Yujin Hur
- College of Nursing, Dongguk University WISE, Gyeongju 38066, Republic of Korea
| | - Ronald L. Hickman
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH 44106, USA
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Zaremohzzabieh Z, Abdullah H, Ahrari S, Abdullah R, Md Nor SM. Exploration of vulnerability factors of digital hoarding behavior among university students and the moderating role of maladaptive perfectionism. Digit Health 2024; 10:20552076241226962. [PMID: 38298527 PMCID: PMC10829496 DOI: 10.1177/20552076241226962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2023] [Indexed: 02/02/2024] Open
Abstract
In light of the rapidly evolving digital landscape, there is an increasing need to explore digital hoarding behavior. This need is driven by concerns regarding its intricate psychological foundations and its impact on individuals within our technology-centric society. This research investigates the influence of various factors, including the fear of missing out, emotional attachment, information overload, and decision fatigue, on digital hoarding behaviors among university students in Iran. Additionally, the study examines the moderating role of maladaptive perfectionism in these relationships. The study involved 275 university students (mean age = 21.62 years; standard deviation = 2.28 years; 65.6% female) selected from four universities in Iran. The data were analyzed using partial least squares structural equation modeling (PLS-SEM). The results revealed that the fear of missing out, emotional attachment, information overload, and decision fatigue significantly predict university students' digital hoarding behavior. Moreover, the findings highlighted the moderating effect of maladaptive perfectionism on the association between emotional attachment and digital hoarding behavior. This suggests that individuals with higher levels of maladaptive perfectionism exhibit amplified digital hoarding tendencies when emotionally attached to their digital data. This study provides a deeper understanding of the relationship between psychological factors and digital hoarding tendencies. These findings have practical implications for educational institutions and mental health professionals, as they can help in developing targeted strategies and interventions to manage digital hoarding behavior in university freshmen and promote healthier digital habits.
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Affiliation(s)
- Zeinab Zaremohzzabieh
- Institute for Social Science Studies, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Haslinda Abdullah
- Institute for Social Science Studies, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
- Faculty of Human Ecology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Seyedali Ahrari
- Faculty of Educational Studies, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Rusli Abdullah
- Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Siti Maryam Md Nor
- Faculty of Human Ecology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
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Chen J, Zeng L, Liu X, Wu Q, Jiang J, Shi Y. Family surrogate decision-makers' perspectives in decision-making of patients with disorders of consciousness. Neuropsychol Rehabil 2023; 33:1582-1597. [PMID: 36039997 DOI: 10.1080/09602011.2022.2116058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 08/17/2022] [Indexed: 12/14/2022]
Abstract
To explore and describe the experience of decision-making for patients with disorders of consciousness (DOC) from the perspectives of family surrogate decision-makers. A total of 21 face-to-face interviews with family surrogate decision-makers from a tertiary hospital in Shanghai, China were conducted from January 2021 to February 2021. Thematic analysis was used for data analysis. Four main themes were identified and were included in this study: (1) a tough choice between life and dignity, (2) a major responsibility for patient's voice, (3) complex considerations between ethics and morals, and (4) the importance of realistic basis. The surrogate decision-making of DOC patients in China has been affected by the Chinese cultural context and several practical roots. And the family surrogate decision-makers shared their experiences of trade-offs during the decision-making process. Moreover, family surrogate decision-makers realized their serious responsibility to make a decision that would be in the best interest of DOC patients.
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Affiliation(s)
- Jiali Chen
- School of Medicine, Tongji University, Shanghai, People's Republic of China
- Delivery Room, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Li Zeng
- School of Medicine, Tongji University, Shanghai, People's Republic of China
- Department of Nursing, Tongji Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Xianliang Liu
- School of Nursing, The Hong Kong Polytechnic University, Kowloon, China
| | - Qian Wu
- Department of General Surgery, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Jinxia Jiang
- School of Medicine, Tongji University, Shanghai, People's Republic of China
- Emergency Department, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
| | - Yan Shi
- School of Medicine, Tongji University, Shanghai, People's Republic of China
- Department of Nursing, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, People's Republic of China
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Laxar D, Eitenberger M, Maleczek M, Kaider A, Hammerle FP, Kimberger O. The influence of explainable vs non-explainable clinical decision support systems on rapid triage decisions: a mixed methods study. BMC Med 2023; 21:359. [PMID: 37726729 PMCID: PMC10510231 DOI: 10.1186/s12916-023-03068-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 09/05/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND During the COVID-19 pandemic, a variety of clinical decision support systems (CDSS) were developed to aid patient triage. However, research focusing on the interaction between decision support systems and human experts is lacking. METHODS Thirty-two physicians were recruited to rate the survival probability of 59 critically ill patients by means of chart review. Subsequently, one of two artificial intelligence systems advised the physician of a computed survival probability. However, only one of these systems explained the reasons behind its decision-making. In the third step, physicians reviewed the chart once again to determine the final survival probability rating. We hypothesized that an explaining system would exhibit a higher impact on the physicians' second rating (i.e., higher weight-on-advice). RESULTS The survival probability rating given by the physician after receiving advice from the clinical decision support system was a median of 4 percentage points closer to the advice than the initial rating. Weight-on-advice was not significantly different (p = 0.115) between the two systems (with vs without explanation for its decision). Additionally, weight-on-advice showed no difference according to time of day or between board-qualified and not yet board-qualified physicians. Self-reported post-experiment overall trust was awarded a median of 4 out of 10 points. When asked after the conclusion of the experiment, overall trust was 5.5/10 (non-explaining median 4 (IQR 3.5-5.5), explaining median 7 (IQR 5.5-7.5), p = 0.007). CONCLUSIONS Although overall trust in the models was low, the median (IQR) weight-on-advice was high (0.33 (0.0-0.56)) and in line with published literature on expert advice. In contrast to the hypothesis, weight-on-advice was comparable between the explaining and non-explaining systems. In 30% of cases, weight-on-advice was 0, meaning the physician did not change their rating. The median of the remaining weight-on-advice values was 50%, suggesting that physicians either dismissed the recommendation or employed a "meeting halfway" approach. Newer technologies, such as clinical reasoning systems, may be able to augment the decision process rather than simply presenting unexplained bias.
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Affiliation(s)
- Daniel Laxar
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute Digital Health and Patient Safety, Ludwig Boltzmann Gesellschaft, Vienna, Austria
| | - Magdalena Eitenberger
- Ludwig Boltzmann Institute Digital Health and Patient Safety, Ludwig Boltzmann Gesellschaft, Vienna, Austria
| | - Mathias Maleczek
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, Vienna, Austria.
- Ludwig Boltzmann Institute Digital Health and Patient Safety, Ludwig Boltzmann Gesellschaft, Vienna, Austria.
| | - Alexandra Kaider
- Center for Medical Data Science, Medical University of Vienna, Vienna, Austria
| | - Fabian Peter Hammerle
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, Vienna, Austria
| | - Oliver Kimberger
- Department of Anaesthesia, Intensive Care Medicine and Pain Medicine, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute Digital Health and Patient Safety, Ludwig Boltzmann Gesellschaft, Vienna, Austria
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Pignatiello GA, Griggs S, Irani E, Hoffer SA, Hickman RL. Longitudinal Associations Among Symptoms of Family Intensive Care Unit Syndrome. Am J Crit Care 2023; 32:309-313. [PMID: 37391372 DOI: 10.4037/ajcc2023443] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2023]
Abstract
BACKGROUND Family intensive care unit (ICU) syndrome, a comorbid response to another person's stay in the ICU, is characterized by emotional distress, poor sleep health, and decision fatigue. OBJECTIVES This pilot study examined associations among symptoms of emotional distress (anxiety and depression), poor sleep health (sleep disturbance), and decision fatigue in a sample of family members of patients in the ICU. METHODS The study used a repeated-measures, correlational design. Participants were 32 surrogate decision makers of cognitively impaired adults who had at least 72 consecutive hours of mechanical ventilation within the neurological, cardiothoracic, and medical ICUs at an academic medical center in northeast Ohio. Surrogate decision makers with a diagnosis of hypersomnia, insomnia, central sleep apnea, obstructive sleep apnea, or narcolepsy were excluded. Severity of symptoms of family ICU syndrome was measured at 3 time points in 1 week. Zero-order Spearman correlations of the study variables were interpreted at baseline and partial Spearman correlations of study variables were interpreted 3 days and 7 days after baseline. RESULTS The study variables showed moderate to large associations at baseline. Baseline anxiety and depression were associated with each other and with decision fatigue at day 3. Baseline sleep disturbance was associated with anxiety, depression, and decision fatigue at day 7. CONCLUSIONS Understanding the temporal dynamics and mechanisms of the symptoms of family ICU syndrome can inform clinical, research, and policy initiatives that enhance the provision of family-centered critical care.
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Affiliation(s)
- Grant A Pignatiello
- Grant A. Pignatiello is an instructor and KL2 clinical research scholar, Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio
| | - Stephanie Griggs
- Stephanie Griggs is an assistant professor, Frances Payne Bolton School of Nursing
| | - Elliane Irani
- Elliane Irani is an assistant professor, Frances Payne Bolton School of Nursing
| | - Seth Alan Hoffer
- Seth Alan Hoffer is an associate professor of neurological surgery and assistant professor of neurology, Case Western Reserve University School of Medicine and University Hospitals Cleveland Medical Center, Cleveland
| | - Ronald L Hickman
- Ronald L. Hickman Jr is an associate professor of nursing and the associate dean for research, Frances Payne Bolton School of Nursing
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Pignatiello GA, Griggs S, Hickman RL. Sociocultural Moderators of Emotion Regulation in Family Members of the Critically Ill. West J Nurs Res 2022; 44:1183-1192. [PMID: 36154536 PMCID: PMC9854268 DOI: 10.1177/01939459221124652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Coping with a loved one's critical illness as a surrogate decision-maker (SDM) elicits intense psychological distress. Emotion regulation (ER) may mitigate psychological distress. However, ER tendencies and their effects on psychological distress vary by racial and gender identity, which can inform the tailoring of ER-focused interventions. For this study, we examined between-group differences and the moderating effects of race and gender on ER (reappraisal and suppression) and psychological distress. We recruited 274 SDMs from a Midwestern academic medical center. Men reported a greater tendency to use suppression than women, and SDMs identifying as non-White reported a greater tendency to use reappraisal and suppression. Reappraisal resulted in greater psychological distress for non-White men and less psychological distress for White women. Incorporating tailored ER skill building into supportive interventions may improve the short- and long-term psychological well-being of SDMs, which may improve their ability to make value-concordant decisions and fulfill other informal caregiving responsibilities.
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Angoff HD, Dial LA, State F, Varga AV, Kamath S, Musher‐Eizenman D. Impact of stress and decision fatigue on parenting practices related to food and physical activity during COVID-19. Child Care Health Dev 2022; 48:911-916. [PMID: 36082764 PMCID: PMC9537878 DOI: 10.1111/cch.13059] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 09/02/2022] [Accepted: 09/06/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND The COVID-19 pandemic has resulted in substantial disruptions to daily functioning and lifestyle behaviours, with negative health consequences for youth. Parents play a large role in their children's health behaviour; yet changes to parenting behaviours during the pandemic related to food and physical activity remain relatively unexplored. The present study is the first to our knowledge to examine specific changes in American parents' parenting behaviours related to food and physical activity during COVID-19, and potential correlates of such changes, including perceived stress and decision fatigue. METHODS A total of 140 parents (88.57% female; 88.41% White; 87.59% married; with one to five children) from middle to upper income households completed an online survey assessing demographics, perceived stress (Perceived Stress Scale), decision fatigue (Decision Fatigue Scale) and food and activity parenting behaviour changes during COVID-19. RESULTS Overall, a greater proportion of parents engaged primarily in positive (57.14%) than negative (22.86%) parenting practices related to food and physical activity during the pandemic. Moderation analyses showed that the negative relation between perceived stress and positive parental behaviour changes was stronger at higher perceived increases in decision fatigue during the pandemic. CONCLUSIONS In the face of a major public health crisis, adaptive parental responses may emerge, but perceived stress may inhibit such behaviour change. Perceived stress and decision fatigue may represent important explanatory factors in parental health promoting behaviours during times of uncertainty and change.
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Affiliation(s)
| | | | - Fresno State
- Bowling Green State UniversityBowling GreenOhioUSA
| | | | - Sneha Kamath
- Bowling Green State UniversityBowling GreenOhioUSA
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14
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Pignatiello GA, Tsivitse E, O’Brien J, Kraus N, Hickman RL. Decision fatigue among clinical nurses during the COVID-19 pandemic. J Clin Nurs 2022; 31:869-877. [PMID: 34291521 PMCID: PMC8447365 DOI: 10.1111/jocn.15939] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 04/05/2021] [Accepted: 05/11/2021] [Indexed: 01/15/2023]
Abstract
AIMS AND OBJECTIVES The purpose of this study was to report the psychometric properties, including validity and reliability, of the decision fatigue scale (DFS). BACKGROUND Decision fatigue may impair nurses' ability to make sound clinical decisions and negatively impact patient care. Given the negative impact of the COVID-19 pandemic on psychological well-being and the workplace environment, decision fatigue may be even more apparent among clinical nurses. Valid assessment of this condition among clinical nurses may inform supportive interventions to mitigate the negative sequelae associated with states of decision fatigue. DESIGN This study was a secondary analysis of a parent study using a cross-sectional descriptive design. METHODS A convenience sample of 160 staff nurses was recruited online from across the United States. Participants completed a demographic questionnaire and subjective measures of decision fatigue, nursing practice environment scale and traumatic stress. Exploratory factor analysis (EFA), correlation coefficients and internal consistency reliability coefficients were computed to examine the DFS's validity and reliability within this sample. RESULTS The EFA yielded a single factor, 9-item version of the DFS. The DFS scores were strongly correlated with traumatic stress and moderately correlated with the nursing practice environment, and the scale displayed appropriate internal consistency. CONCLUSIONS This is the first known study to provide evidence of the DFS's validity and reliability in a sample of registered nurses working during the COVID-19 pandemic. The results of this study provide evidence of a reliable and valid assessment instrument for decision fatigue that can be used to measure the burden of decision-making among registered nurses. RELEVANCE TO CLINICAL PRACTICE Given the relationship between traumatic stress and the nursing work environment, decision fatigue may be a modifiable target for interventions that can enhance the quality of decision-making among clinical nurses.
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Affiliation(s)
- Grant A. Pignatiello
- Frances Payne Bolton School of NursingCase Western Reserve UniversityClevelandOHUSA
| | - Emily Tsivitse
- Frances Payne Bolton School of NursingCase Western Reserve UniversityClevelandOHUSA
| | - Julia O’Brien
- Frances Payne Bolton School of NursingCase Western Reserve UniversityClevelandOHUSA
| | - Noa Kraus
- Frances Payne Bolton School of NursingCase Western Reserve UniversityClevelandOHUSA
| | - Ronald L. Hickman
- Frances Payne Bolton School of NursingCase Western Reserve UniversityClevelandOHUSA
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15
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Decisions, decisions, decisions: decision fatigue in academic librarianship. JOURNAL OF ACADEMIC LIBRARIANSHIP 2022. [DOI: 10.1016/j.acalib.2021.102476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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16
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Neglected impacts of patient decision-making associated with genetic testing. Int J Technol Assess Health Care 2022; 38:e75. [DOI: 10.1017/s0266462322000575] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Abstract
We highlight non-health-related impacts associated with genetic testing (GT) and knowing one’s genetic status so that health technology assessment (HTA) analysts and HTA audiences may more appropriately consider the pros and cons of GT. Whereas health-related impacts of GT (e.g., increased healthy behaviors and avoidance of harms of unnecessary treatment) are frequently assessed in HTA, some non-health-related impacts are less often considered and are more difficult to measure. This presents a challenge for accurately assessing whether a genetic test should be funded. In health systems where HTA understandably places emphasis on measurable clinical outcomes, there is a risk of creating a GT culture that is pro-testing without sufficient recognition of the burdens of GT. There is also a risk of not funding a genetic test that provides little clinical benefit but nonetheless may be seen by some as autonomy enhancing. The recent development of expanded HTA frameworks that include ethics analyses helps to address this gap in the evidence and bring awareness to non-health-related impacts of GT. The HTA analyst should be aware of these impacts, choose appropriate frameworks for assessing genetic tests, and use methods for evaluating impacts. A new reporting tool presented here may assist in such evaluations.
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A psychometric evaluation of the Family Decision-Making Self-Efficacy Scale among surrogate decision-makers of the critically ill. Palliat Support Care 2021; 18:537-543. [PMID: 31699176 DOI: 10.1017/s1478951519000907] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVES The purpose of this study was to report the psychometric properties, in terms of validity and reliability, of the Unconscious Version of the Family Decision-Making Self-Efficacy Scale (FDMSE). METHODS A convenience sample of 215 surrogate decision-makers for critically ill patients undergoing mechanical ventilation was recruited from four intensive care units at a tertiary hospital. Cross-sectional data were collected from participants between days 3 and 7 of a decisionally impaired patient's exposure to acute mechanical ventilation. Participants completed a self-report demographic form and subjective measures of family decision-making self-efficacy, preparation for decision-making, and decisional fatigue. Exploratory factor analyses, correlation coefficients, and internal consistency reliability estimates were computed to evaluate the FDMSE's validity and reliability in surrogate decision-makers of critically ill patients. RESULTS The exploratory factor analyses revealed a two-factor, 11-item version of the FDMSE was the most parsimonious in this sample. Furthermore, modified 11-item FDMSE demonstrated discriminant validity with the measures of fatigue and preparation for decision-making and demonstrated acceptable internal consistency reliability estimates. SIGNIFICANCE OF RESULTS This is the first known study to provide evidence for a two-factor structure for a modified, 11-item FDMSE. These dimensions represent treatment and palliation-related domains of family decision-making self-efficacy. The modified FDMSE is a valid and reliable instrument that can be used to measure family decision-making self-efficacy among surrogate decision-makers of the critically ill.
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Zheng M, Yin C, Cao Y, Zhang Y, Zhang K, Zhang X, Bian W, Wang L. Development and evaluation of a decision aid for family surrogate decision-makers for patients with acute kidney injury requiring renal replacement therapy (RRT) in ICUs: a study protocol. BMJ Open 2021; 11:e043385. [PMID: 33579767 PMCID: PMC7883861 DOI: 10.1136/bmjopen-2020-043385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
INTRODUCTION Shared decision making is endorsed by guidelines for both acute kidney injury and critical care medicine. However, there is still a huge need for effective interventions, especially those focusing on decisions about renal replacement therapy for intensive care unit (ICU) patients with acute kidney injury. The decision aids provide evidence-based support for shared decision making, to achieve better decisions through enhanced knowledge of treatment options and treatment aligns with patients' preferences and values. Therefore, our objectives are to develop and evaluate a decision aid systematically and rigorously for family surrogate decision makers of ICU patients with acute kidney injury who need renal replacement therapy. METHODS AND ANALYSIS We will use a systematic development process that focuses on user-centred design to develop and evaluate the decision aid in three phases: (1) development of a draft prototype for the decision aid based on extensive literature reviews, interviews with key stakeholders and evidence synthesis; (2) alpha testing ('near live' usability) the decision aid during simulated clinical encounters to test its comprehensibility, acceptability and usability and (3) beta testing ('live' usability) to examine the aid's clinical feasibility. User testing will be conducted using mixed-methods approach to support iterative revision of the decision aid. The IPDASi (V.4.0) will be used for following qualitative assessment. All interviews will be analysed by Colaizzi's seven-step approach to qualitative analysis. The coding scheme will use to analyse user interactions. Questionnaire surveys will be analysed using paired sample t-tests when related to the before-and-after survey, otherwise using one-sample t-test. ETHICS AND DISSEMINATION Ethical approval for this research was obtained from the Ethics Committee of the First Affiliated Hospital of Army Medical University, PLA (Ref: KY2020104). All participants will sign a formal informed consent form. The findings will be published in peer-reviewed journals and reported in appropriate meetings. TRIAL REGISTRATION NUMBER ChiCTR2000031613.
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Affiliation(s)
- Miao Zheng
- Graduate School, Guizhou University of Traditional Chinese Medicine, Guiyang City, Guizhou Province, China
| | - Changlin Yin
- Department of Critical Care Medicine, Southwest Hospital of Third Military Medical University (Amy Medical University), Chongqing, China
| | - Ying Cao
- Department of Critical Care Medicine, Southwest Hospital of Third Military Medical University (Amy Medical University), Chongqing, China
| | - Yonghui Zhang
- Department of Critical Care Medicine, Southwest Hospital of Third Military Medical University (Amy Medical University), Chongqing, China
| | - Kuoliang Zhang
- Graduate School, Guizhou University of Traditional Chinese Medicine, Guiyang City, Guizhou Province, China
- Academic Research Office, Qiannan Medical College for Nationalities, Duyun City, Guizhou Province, China
| | - Xiaoqin Zhang
- Graduate School, Guizhou University of Traditional Chinese Medicine, Guiyang City, Guizhou Province, China
| | - Wei Bian
- Department of Ophthalmology, Southwest Hospital of Third Military Medical University (Amy Medical University), Chongqing, China
| | - Lihua Wang
- Addmin Office, Southwest Hospital of Third Military Medical University (Amy Medical University), Chongqing, China
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Wu F, Zhuang Y, Chen X, Wen H, Tao W, Lao Y, Zhou H. Decision-making among the substitute decision makers in intensive care units: An investigation of decision control preferences and decisional conflicts. J Adv Nurs 2020; 76:2323-2335. [PMID: 32538477 DOI: 10.1111/jan.14451] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 04/10/2020] [Accepted: 05/22/2020] [Indexed: 01/22/2023]
Abstract
AIMS To explore decision control preferences and decisional conflicts and to analyse their association among the surrogate decision makers in the intensive care unit. DESIGN The study carried out a cross-sectional survey among the surrogates. METHODS The participants were 115 surrogate decision makers of critical patients, from August to September 2019. A Chi-squared test and logistic regression were used to assess decision control preferences and decisional conflicts, and Spearman's rank correlation coefficient was employed to examine their association. RESULTS Of the 115 surrogate decision makers, 51.3% preferred a collaborative role, and 63.48% were somewhat unsure about making decisions. Logistic regression analysis identified decision control preferences was associated with surrogates' age, education level, and personality traits, while decisional conflicts was associated with surrogates' age, education level, character, medical expense burden, and Acute Physiology and Chronic Health Evaluation-II score. Cohen's kappa statistics showed a bad concordance of decision-making expectations and actuality, with kappa values of 0.158 (p < .05). Wherein surrogates who experienced discordance between their preferred and actual roles, have relatively higher decisional conflicts. CONCLUSION This study identified individual differences of surrogate decision makers in decision control preferences and decisional conflicts. These results imply that incorporation of the individual decision preferences and communication styles into care plans is an important first step to develop high quality decision support. IMPACT This research is a contribution to the limited study on decision control preferences and decisional conflicts among surrogate decision makers of critically ill patients. Moreover based on the investigation of understanding the status and related factors of decision preferences and decisional conflicts set the stage for developing effective decision support interventions.
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Affiliation(s)
- Feixia Wu
- School of Nursing, Huzhou University, Huzhou, China
| | - Yiyu Zhuang
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiangping Chen
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Huan Wen
- School of Nursing, Huzhou University, Huzhou, China
| | - Wenwen Tao
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yuewen Lao
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Hongchang Zhou
- School of Medicine and Nursing Sciences, Huzhou University, Huzhou Central Hospital, Huzhou, China
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Abstract
Decision fatigue is an applicable concept to healthcare psychology. Due to a lack of conceptual clarity, we present a concept analysis of decision fatigue. A search of the term "decision fatigue" was conducted across seven research databases, which yielded 17 relevant articles. The authors identified three antecedent themes (decisional, self-regulatory, and situational) and three attributional themes (behavioral, cognitive, and physiological) of decision fatigue. However, the extant literature failed to adequately describe consequences of decision fatigue. This concept analysis provides needed conceptual clarity for decision fatigue, a concept possessing relevance to nursing and allied health sciences.
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Pignatiello GA, Hickman RL. Correlates of Cognitive Load in Surrogate Decision Makers of the Critically III. West J Nurs Res 2019; 41:650-666. [PMID: 30366508 PMCID: PMC6467818 DOI: 10.1177/0193945918807898] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Surrogate decision makers (SDMs) of the critically ill experience intense emotions and transient states of decision fatigue. These factors may increase the cognitive load experienced by electronic decision aids. This cross-sectional study explored the associations of emotion regulation (expressive suppression and cognitive reappraisal) and decision fatigue with cognitive load (intrinsic and extraneous) among a sample of 97 SDMs of the critically ill. After completing subjective measures of emotion regulation and decision fatigue, participants were exposed to an electronic decision aid and completed a subjective measurement of cognitive load. Multiple regression analyses indicated that decision fatigue predicted intrinsic cognitive load and expressive suppression predicted extraneous cognitive load. Emotion regulation and decision fatigue represent modifiable determinants of cognitive load among SDMs exposed to electronic decision aids.
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22
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Gray TF, Nolan MT, Clayman ML, Wenzel JA. The decision partner in healthcare decision-making: A concept analysis. Int J Nurs Stud 2019; 92:79-89. [PMID: 30743199 DOI: 10.1016/j.ijnurstu.2019.01.006] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 01/08/2019] [Accepted: 01/14/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND The decision partner concept emerged to describe someone who contributes to healthcare decision-making with a patient. There is a need for greater precision and consensus surrounding its conceptual definition and use in broader populations. OBJECTIVE To define and describe the decision partner concept within the context of healthcare decision-making. DESIGN A concept analysis. DATA SOURCES We searched the following databases for articles published between 1990-2017: PsychINFO, PubMed, Embase, and CINAHL. We included qualitative, quantitative, or mixed methods studies that used the term decision partner in the context of healthcare decision-making. METHODS We applied the Walker and Avant method to identify the antecedents, attributes, related concepts, consequences, and empirical referents of the concept, with major themes identified. RESULTS From the 112 articles included in this concept analysis, 6 defining attributes of decision partner were identified: (1) has a relationship with the patient, (2) demonstrates a willingness to participate in decision-making, (3) articulates a clear understanding of both the patient's health condition and the decisions that must be made, (4) demonstrates decision-making self-efficacy; (5) exemplifies an emotional capacity to participate in decision-making, and (6) willing to fulfill several supportive roles including patient advocate and the "hub of information". CONCLUSIONS A unifying definition and discussion of the decision partner concept has been developed. Our findings: (1) offer insights into refining the concept across various diseases and healthcare encounters, (2) contribute to developing theoretical models and empirical research to refine antecedents, attributes, consequences, (3) serve as a foundation to develop instruments to measure the concept and (4) highlight the need to design interventions that include and support decision partners in healthcare decision-making.
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Affiliation(s)
- Tamryn F Gray
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, United States.
| | - Marie T Nolan
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States; Berman Institute of Bioethics, Johns Hopkins University, Baltimore, MD, United States
| | - Marla L Clayman
- American Institutes for Research, Chicago, IL, United States
| | - Jennifer A Wenzel
- School of Nursing, Johns Hopkins University, Baltimore, MD, United States; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
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23
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Pignatiello GA, Tsivitse E, Hickman RL. A preliminary psychometric evaluation of the eight-item cognitive load scale. Appl Nurs Res 2018; 40:99-105. [PMID: 29579506 DOI: 10.1016/j.apnr.2018.01.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 01/05/2018] [Accepted: 01/19/2018] [Indexed: 11/15/2022]
Abstract
AIM The aim of this article is to report the psychometric properties of the eight-item cognitive load scale. BACKGROUND According to cognitive load theory, the formatting and delivery of healthcare education influences the degree to which patients and/or family members can engage their working memory systems for learning. However, despite its relevance, cognitive load has not yet been evaluated among surrogate decision makers exposed to electronic decision support for healthcare decisions. To date, no psychometric analyses of instruments evaluating cognitive load have been reported within healthcare settings. METHODS A convenience sample of 62 surrogate decision makers for critically ill patients were exposed to one of two healthcare decision support interventions were recruited from four intensive care units at a tertiary medical center in Northeast Ohio. Participants were administered a battery of psychosocial instruments and the eight-item cognitive load scale (CLS). RESULTS The CLS demonstrated a bidimensional factor structure with acceptable discriminant validity and internal consistency reliability (Cronbach's α = 0.75 and 0.89). CONCLUSIONS The CLS is a psychometrically sound instrument that may be used in the evaluation of decision support among surrogate decision makers of the critically ill. The authors recommend application of the cognitive load scale in the evaluation and development of healthcare education and interventions.
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Affiliation(s)
| | - Emily Tsivitse
- Case Western Reserve University, Cleveland, OH, United States
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