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Ayalde J, Soong W, Thomas S, McCann P, Griffiths J, Nicholls C, Heble S, Dragovic M, Waters F. Reasons for non-attendance in youth mental health clinics: Insights from mobile messaging communications. Early Interv Psychiatry 2023; 17:877-883. [PMID: 36789584 DOI: 10.1111/eip.13379] [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: 05/09/2022] [Revised: 09/29/2022] [Accepted: 01/02/2023] [Indexed: 02/16/2023]
Abstract
AIM Non-attendance at appointments in youth mental health services is a common problem which contributes to reduced service effectiveness and unmet needs. Reasons cited by young people for non-attendance are poorly understood. Information derived from short-message-service (SMS) conversations about appointments between patients and clinicians can uncover new insights about the circumstances leading to 'did not attend' events. METHODS Text messages between young people and clinicians were examined in a retrospective audit of medical records in two youth mental health services in Perth, Australia. Frequently non-attending young people aged 16-24 (n = 40) engaged in 302 SMS message chains about appointments. Mixed methods included quantitative data and qualitative thematic analysis of textual data. RESULTS Medical reasons (32/190, 16.8%) and forgetfulness (20/190, 10.5%) were the most frequent reasons for non-attendance. Major issues included non-avoidable events while others were potentially preventable and could be addressed by the service. CONCLUSIONS The analysis of mobile communications in clinical practice can be used for service evaluation and to reveal barriers that impede attendance to ongoing care.
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Affiliation(s)
- Jeremiah Ayalde
- University of Western Australia (UWA) School of Medicine, Perth, Western Australia, Australia
| | - Wei Soong
- Youth Axis, North Metropolitan Youth Mental Health, Perth, Western Australia, Australia
| | - Shane Thomas
- Youth Axis, North Metropolitan Youth Mental Health, Perth, Western Australia, Australia
| | - Polly McCann
- Youth Reach South, North Metropolitan Youth Mental Health, Perth, Western Australia, Australia
| | - Jennifer Griffiths
- YouthLink, North Metropolitan Youth Mental Health, Perth, Western Australia, Australia
| | - Craig Nicholls
- YouthLink, North Metropolitan Youth Mental Health, Perth, Western Australia, Australia
| | - Samir Heble
- Graylands Hospital, North Metropolitan Health Service, Mental Health, Public Health & Dental Services, Perth, Western Australia, Australia
| | - Milan Dragovic
- Clinical Research Centre, North Metropolitan Health Service, Mental Health, Public Health & Dental Services, Perth, Western Australia, Australia
| | - Flavie Waters
- Clinical Research Centre, North Metropolitan Health Service, Mental Health, Public Health & Dental Services, Perth, Western Australia, Australia
- UWA School of Psychological Science, Perth, Western Australia, Australia
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DiCarlo JA, Erler KS, Petrilli M, Emerson K, Gochyyev P, Schwamm LH, Lin DJ. SMS-text messaging for collecting outcome measures after acute stroke. Front Digit Health 2023; 5:1043806. [PMID: 36910572 PMCID: PMC9996089 DOI: 10.3389/fdgth.2023.1043806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 01/19/2023] [Indexed: 02/25/2023] Open
Abstract
Introduction Traditional methods for obtaining outcomes for patients after acute stroke are resource-intensive. This study aimed to examine the feasibility, reliability, cost, and acceptability of collecting outcomes after acute stroke with a short message service (SMS)-text messaging program. Methods Patients were enrolled in an SMS-text messaging program at acute stroke hospitalization discharge. Participants were prompted to complete assessments including the modified Rankin scale (mRS) and Patient-Reported Outcomes Measurement (PROM) Information System Global-10 at 30, 60, and 90 days postdischarge via SMS-text. Agreement and cost of SMS-text data collection were compared to those obtained from traditional follow-up methods (via phone or in the clinic). Participant satisfaction was surveyed upon program conclusion. Results Of the 350 patients who agreed to receive SMS texts, 40.5% responded to one or more assessments. Assessment responders were more likely to have English listed as their preferred language (p = 0.009), have a shorter length of hospital stay (p = 0.01), lower NIH stroke scale upon admission (p < 0.001), and be discharged home (p < 0.001) as compared to nonresponders. Weighted Cohen's kappa revealed that the agreement between SMS texting and traditional methods was almost perfect for dichotomized (good vs. poor) (κ = 0.8) and ordinal levels of the mRS score (κ = 0.8). Polychoric correlations revealed a significant association for PROM scores ( ρ = 0.4, p < 0.01 and ρ = 0.4, p < 0.01). A cost equation showed that gathering outcomes via SMS texting would be less costly than phone follow-up for cohorts with more than 181 patients. Nearly all participants (91%) found the program acceptable and not burdensome (94%), and most (53%) felt it was helpful. Poststroke outcome data collection via SMS texting is feasible, reliable, low-cost, and acceptable. Reliability was higher for functional outcomes as compared to PROMs. Conclusions While further validation is required, our findings suggest that SMS texting is a feasible method for gathering outcomes after stroke at scale to evaluate the efficacy of acute stroke treatments.
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Affiliation(s)
- Julie A DiCarlo
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Kimberly S Erler
- School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, MA, United States
| | - Marina Petrilli
- School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, MA, United States
| | - Kristi Emerson
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States
| | - Perman Gochyyev
- School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, MA, United States
| | - Lee H Schwamm
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States.,Digital Enterprise Service, Mass General Brigham, Somerville, MA, United States
| | - David J Lin
- Department of Neurology, Massachusetts General Hospital, Boston, MA, United States.,School of Health and Rehabilitation Sciences, MGH Institute of Health Professions, Boston, MA, United States
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Aung ET, Fairley CK, Chow EPF, Lee D, Maddaford K, Wigan R, Read D, Taj U, Vlaev I, Ong JJ. Exploring the Use of "Nudges" to Improve HIV and Other Sexually Transmitted Infection Testing Among Men Who Have Sex with Men. ARCHIVES OF SEXUAL BEHAVIOR 2022; 51:2641-2650. [PMID: 35708818 PMCID: PMC9202328 DOI: 10.1007/s10508-022-02321-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 01/21/2022] [Accepted: 03/05/2022] [Indexed: 06/15/2023]
Abstract
Behavioral economics and its applied branch "nudging" can improve individual choices in various health care settings. However, there is a paucity of research using nudges to improve regular testing for HIV and other sexually transmitted infections (STIs). The study examined which reminder system and message type men who have sex with men (MSM) preferred to remind them to undergo regular 3-monthly HIV and STI testing. A cross-sectional survey study was conducted among MSM attending a sexual health clinic in Melbourne, Australia between 13 January and 5 March 2020, exploring the preferred method of reminder and framing of the message. Descriptive statistics and logistic regression were used to analyze the data. A total of 309 responses were received. The majority of the participants (90%) preferred short messaging service (SMS) as the reminder method for HIV/STI testing compared to other types (e.g., email or instant messaging). More than a third of the participants (45%) showed a preference for a neutrally framed reminder message (Your next check-up is now due. Please phone for an appointment), while one-third (35%) preferred a personalized message (Hi [first name], you are due for your next check-up. Please phone for an appointment). Younger men were more likely to favor positive framed messages than older men who favored neutrally framed messages (p < .01). SMS was the preferred reminder method for regular HIV/STI testing. Reminder messages that were neutrally framed, personalized or positive framed messages were preferred over negative or social norm messages.
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Affiliation(s)
- Ei T Aung
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia.
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia.
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - David Lee
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Kate Maddaford
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
| | - Rebecca Wigan
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
| | - Daniel Read
- Warwick Business School, University of Warwick, Coventry, UK
| | - Umar Taj
- Warwick Business School, University of Warwick, Coventry, UK
| | - Ivo Vlaev
- Warwick Business School, University of Warwick, Coventry, UK
| | - Jason J Ong
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
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Li L, Zhao H, Lim N, Goh J, Ng B. Association of Use of Electronic Appointment Reminders With Waiting Times in the Veterans Affairs Health System. JAMA Netw Open 2022; 5:e2148593. [PMID: 35166781 PMCID: PMC8848196 DOI: 10.1001/jamanetworkopen.2021.48593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
IMPORTANCE Electronic appointment reminder systems are increasingly used across health systems. However, their association with patients' waiting times for their appointments, a measure of timely access to care, has yet to be assessed. OBJECTIVE To assess the associations between the introduction of an electronic appointment reminder system and the number of days patients had to wait from appointment booking to appointment completion in patients in the Veterans Affairs Health System. DESIGN, SETTING, AND PARTICIPANTS Cohort study of patients who completed appointments from January 1, 2018, to October 13, 2018, inclusive in all 130 Veterans Affairs (VA) health centers in the US. The study population comprised a census of all patients who received care at any VA health center during the period of the study for outpatient, procedural, rehabilitation, or radiology services. Data were analyzed from May 15, 2021, to December 15, 2021. EXPOSURES Phased introduction of an electronic appointment reminder system (VEText) in 6 waves spread across the study period. MAIN OUTCOMES AND MEASURES The unit of observation in this study was a completed appointment made by any such patients. Observations were excluded if the appointment was booked before but completed after the exposure, or if data were duplicated, missing, or incomplete. For each completed appointment, the number of days between which the appointment was booked and when it was completed. RESULTS The number of observations after exclusion comprised 39.5 million completed appointments from 5.1 million patients (91.1% male) with a mean (SD) age of 62.57 (16.24) years. The adoption of VEText was associated with an estimated reduction in patient waiting time by a mean of 6.51 days (95% CI, 5.51-7.52 days). Adoption of VEText was also associated with an increase of 8.54 (95% CI, 7.65-9.44) days of additional waiting per incomplete booking. CONCLUSIONS AND RELEVANCE Results of this study suggest that appointment reminder systems may be associated with decreases in the mean number of days patients in the VA system have to wait for their appointments but can potentially lengthen waiting times for patients who miss their bookings. Further study is warranted to assess whether these findings may be generalizable to other populations.
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Affiliation(s)
- Lianjun Li
- Global Asia Institute, National University of Singapore, Singapore
| | - Haiqing Zhao
- Global Asia Institute, National University of Singapore, Singapore
| | - Noah Lim
- Global Asia Institute, National University of Singapore, Singapore
| | - Joel Goh
- Department of Analytics and Operations, NUS Business School, National University of Singapore, Global Asia Institute, Singapore
- Technology and Operations Management Unit, Harvard Business School, Boston, Massachusetts
| | - Bernard Ng
- Department of Medicine, VA Puget Sound Health Care System, Seattle, Washington
- Rheumatology Section, Department of Medicine, University of Washington, Seattle
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Lam TYT, Hui AJ, Sia F, Wong MY, Lee CCP, Chung KW, Lau JYW, Wu PI, Sung JJY. Short Message Service reminders reduce outpatient colonoscopy nonattendance rate: A randomized controlled study. J Gastroenterol Hepatol 2021; 36:1044-1050. [PMID: 32803820 DOI: 10.1111/jgh.15218] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 07/22/2020] [Accepted: 08/11/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND AIM Nonattendance of outpatient colonoscopy leads to inefficient use of health-care resources. We aimed to study the effectiveness of using Short Message Service (SMS) reminder prior in patients scheduled for outpatient colonoscopy on their nonattendance rate. METHODS Patients who scheduled for an outpatient colonoscopy and had access of SMS were recruited from three clinics in Hong Kong. Patients were randomized to SMS group and standard care (SC) group. All patients were given a written appointment slip on the booking date. In addition, patients in the SMS group received an SMS reminder 7-10 days before their colonoscopy appointment. Patients' demographics, attendance, colonoscopy completion, and bowel preparation quality were recorded. Logistic regression was performed to identify predictors of nonattendance. RESULTS From November 2013 to October 2019, a total of 2225 eligible patients were recruited. A total of 1079 patients were allocated to the SMS group and 1146 to the SC group. The nonattendance rate of patients in the SMS group was significantly lower than that in the SC group (8.9% vs 11.9%, P = 0.022). There were no significant differences in their baseline characteristics and colonoscopy completion rate and bowel preparation quality. A trend towards a higher rate of adequate bowel preparation was observed in the SMS group when compared with the SC group (69.9% vs 65.8%, P = 0.053). Independent predictors for nonattendance included younger age, underprivilege, and existing diabetes. CONCLUSIONS An SMS reminder for outpatient colonoscopy is effective in reducing the nonattendance rate and may potentially improve the bowel preparation quality.
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Affiliation(s)
- Thomas Y T Lam
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
| | - Aric J Hui
- Department of Medicine, Alice Ho Miu Ling Nethersole Hospital, Hong Kong
| | - Felix Sia
- Department of Medicine, Alice Ho Miu Ling Nethersole Hospital, Hong Kong
| | - Mei Y Wong
- Department of Surgery, Prince of Wales Hospital, Hong Kong
| | | | - Ka W Chung
- Wong Siu Ching Family Medicine Centre, Hong Kong
| | - James Y W Lau
- Department of Surgery, Prince of Wales Hospital, Hong Kong
| | - Peter I Wu
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong.,Department of Gastroenterology and Hepatology, St. George Hospital, University of New South Wales, Sydney, New South Wales, Australia
| | - Joseph J Y Sung
- Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong
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White LJ, Butler-Howell KE, Nadon-Hoysted N, Schulz MC, Kroon J. Impact of demographics and appointment characteristics on patient attendance in a university dental clinic. J Dent Educ 2020; 85:615-622. [PMID: 33368257 DOI: 10.1002/jdd.12514] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/15/2020] [Accepted: 12/04/2020] [Indexed: 11/07/2022]
Abstract
INTRODUCTION Failed patient attendance in a university dental clinic is detrimental to the student learning experience, the university as a business, and to members of the public awaiting urgent dental treatment. PURPOSE This study aimed to identify the demographic, appointment characteristics, and time-related factors associated with patient attendance in a university dental clinic from 2015 to 2019. METHODS A 5-year retrospective analysis was conducted in 2020 on data extracted from the Griffith University Dental Clinic patient management system. Following data cleaning and categorization, the dataset was downloaded into SPSS for statistical analysis. Frequencies, odds ratio, and chi squared were used to determine the demographic and time-related factors of patients who had completed, cancelled, and failed to attend (FTA) appointments. RESULTS A total of 23.4% of appointments were cancelled, and 6.6% were FTA. Demographics associated with cancellations include females, adults aged 25 to 44, and private paying patients. FTA were higher in young adults aged 19 to 24, low to mid-range socioeconomic status (SES) and those eligible for publicly funded dental treatment. Mondays and Fridays experienced the greatest number of FTA and cancellations, respectively. Emergency appointments had the greatest attendance rates and endodontic procedures the lowest. CONCLUSION The loss of clinical teaching hours, resources, and revenue necessitates the implementation of targeted strategies to minimize cancellations and FTA based on demographic and appointment characteristics that may render individual as high risk for failed attendance.
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Affiliation(s)
- Laura Jade White
- School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, Queensland, Australia
| | - Kate Ellise Butler-Howell
- School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, Queensland, Australia
| | - Naomie Nadon-Hoysted
- School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, Queensland, Australia
| | - Madeleine Carly Schulz
- School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, Queensland, Australia
| | - Jeroen Kroon
- School of Dentistry and Oral Health, Griffith University, Gold Coast Campus, Southport, Queensland, Australia
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Rowe M, Sauls B. The use of smartphone apps in clinical practice: A survey of South African physiotherapists. SOUTH AFRICAN JOURNAL OF PHYSIOTHERAPY 2020; 76:1327. [PMID: 32391442 PMCID: PMC7203535 DOI: 10.4102/sajp.v76i1.1327] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 10/24/2019] [Indexed: 11/22/2022] Open
Abstract
Background There is anecdotal evidence that physiotherapy clinicians increasingly are using medical apps and health-related apps as part of their clinical practice, and in some cases, even ‘prescribing apps’ to patients. However, there is limited information on how South African physiotherapists use, and what they think about, the integration of mobile apps in their practice. Objectives This study aimed to describe the use of smartphone apps as part of clinical practice in a small group of South African physiotherapists. Method This study made use of a cross-sectional, descriptive design and a self-administered questionnaire to survey practitioners. The population included all 1300 physiotherapists who were registered with the Orthopaedic Manipulative Physiotherapists Group (OMPTG) of the special interest group of the South African Society of Physiotherapists (SASP), with a sample of 270 out of 1300 who responded (response rate = 21%). Descriptive data are presented using graphs, figures and percentages, and responses to open-ended questions are included in support of the themes. Results The majority of the participants used apps as part of their practice (60%) but did not prescribe apps to patients. Most apps are used for administrative and communication purposes. Even clinicians who used apps themselves expressed concerns about prescribing them to patients, and there were clear misconceptions about the use of apps. Conclusion Many clinicians in this study reported that there were real benefits to the use of smartphone apps as part of their practice. However, they raised concerns about the more general prescription of apps for clients. Clinical implications Further research, education and collaboration amongst all stakeholders is necessary to produce guidelines for the use of apps in clinical practice
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Affiliation(s)
- Michael Rowe
- Department of Physiotherapy, University of the Western Cape, Cape Town, South Africa
| | - Berenice Sauls
- Department of Physiotherapy, University of the Western Cape, Cape Town, South Africa
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Blaauw E, Riemersma Y, Hartsuiker C, Hoiting J, Venema S. The Influence of a Short Message Service Reminder on Non-Attendance in Addiction Care. Subst Use Misuse 2019; 54:2420-2424. [PMID: 31451080 DOI: 10.1080/10826084.2019.1650774] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Backgrounds: Non-attendance in mental healthcare is a substantial problem. Research has shown that sending a short message service (SMS) reminder could reduce non-attendance by 50 percent in general health services and by 25 percent in mental health institutions. However, no studies exist on the effect of sending SMS reminders in mental healthcare for addiction. Objectives: To examine the influence of SMS reminders on non-attendance in mental health care for addiction and to examine whether different effects occur between appointments for intake or for treatment. Methods. In a specialized institution for addiction care in the north of the Netherlands 193.474 appointments of outpatient patients, representing 12.797 unique patients, were analyzed for non-attendance and related to registered SMS reminders. Results: Non-attendance was statistically significantly lower for appointments of patients who had received an SMS reminder (20.5%) than for appointments of patients who had not received a reminder (21.9%). Effects were found to be greater for intake appointments in several analyses. Conclusions: Sending an SMS reminder is associated with a statistically significant lower non-attendance at appointments by patients with a substance use disorder, but the differences have hardly any clinical significance. Special characteristics of the population of patients with substance use disorders may explain this small clinical effect.
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Affiliation(s)
- Eric Blaauw
- Verslavingszorg Noord Nederland and Hanze University of Applied Sciences, Groningen, the Netherlands
| | - Ymke Riemersma
- Verslavingszorg Noord Nederland, Groningen, the Netherlands
| | | | - Jeanet Hoiting
- Verslavingszorg Noord Nederland, Groningen, the Netherlands
| | - Simon Venema
- Hanze University of Applied Sciences, Groningen, the Netherlands
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de Silva PN. Use of appropriate technology to improve mental health service delivery. Br J Hosp Med (Lond) 2018; 79:682-685. [PMID: 30526096 DOI: 10.12968/hmed.2018.79.12.682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
This article reviews currently available appropriate technologies which have been used in mental health, in order to reduce confusion and delay. Confusion (for example when and where to refer) can lead to error and waste. Similarly delay impacts quality and accessibility of the whole range of mental health services. As most secondary care mental health services use electronic patient records, it is arguably easier to apply technology in this speciality. However, consideration needs to be given to confidentiality and data security. Doctors of all specialities will be exposed to 'new' technologies over the next decade, and need to be aware of the direction of travel and its implications.
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Affiliation(s)
- Prasanna N de Silva
- Consultant Psychiatrist, Monkwearmouth Hospital, Northumberland, Tyne and Wear NHS Foundation Trust, Sunderland SR5 1NB and Honorary Senior Lecturer, Department of Health Sciences and Wellbeing, Sunderland University, Sunderland
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