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Hashemi S, Bai L, Gao S, Burstein F, Renzenbrink K. Sharpening clinical decision support alert and reminder designs with MINDSPACE: A systematic review. Int J Med Inform 2024; 181:105276. [PMID: 37948981 DOI: 10.1016/j.ijmedinf.2023.105276] [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: 08/30/2023] [Revised: 10/07/2023] [Accepted: 10/28/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Clinical decision support (CDS) alerts and reminders aim to influence clinical decisions, yet they are often designed without considering human decision-making behaviour. While this behaviour is comprehensively described by behavioural economics (BE), the sheer volume of BE literature poses a challenge to designers when identifying behavioural effects with utility to alert and reminder designs. This study tackles this challenge by focusing on the MINDSPACE framework for behaviour change, which collates nine behavioural effects that profoundly influence human decision-making behaviour: Messenger, Incentives, Norms, Defaults, Salience, Priming, Affect, Commitment, and Ego. METHOD A systematic review searching MEDLINE, Embase, PsycINFO, and CINAHL Plus to explore (i) the usage of MINDSPACE effects in alert and reminder designs and (ii) the efficacy of those alerts and reminders in influencing clinical decisions. The search queries comprised ten Boolean searches, with nine focusing on the MINDSPACE effects and one focusing on the term mindspace. RESULTS 50 studies were selected from 1791 peer-reviewed journal articles in English from 1970 to 2022. Except for ego, eight of nine MINDSPACE effects were utilised to design alerts and reminders, with defaults and norms utilised the most in alerts and reminders, respectively. Overall, alerts and reminders informed by MINDSPACE effects showed an average 71% success rate in influencing clinical decisions (alerts 73%, reminders 69%). Most studies utilised a single effect in their design, with higher efficacy for alerts (64%) than reminders (41%). Others utilised multiple effects, showing higher efficacy for reminders (28%) than alerts (9%). CONCLUSION This review presents sufficient evidence demonstrating the MINDSPACE framework's merits for designing CDS alerts and reminders with human decision-making considerations. The framework can adequately address challenges in identifying behavioural effects pertinent to the effective design of CDS alerts and reminders. The review also identified opportunities for future research into other relevant effects (e.g., framing).
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Affiliation(s)
- Sarang Hashemi
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.
| | - Lu Bai
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Shijia Gao
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Frada Burstein
- Department of Human-Centred Computing, Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
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Palacios-Delgado J, Garduño FAG. A mobile phone intervention to reduce heavy drinking: a preliminary analysis of anchoring heuristics. BMC Psychol 2023; 11:427. [PMID: 38057842 DOI: 10.1186/s40359-023-01465-z] [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: 06/07/2023] [Accepted: 11/24/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Preliminary evidence has been presented for interventions focused on preventing alcohol consumption or reducing the occurrence of episodes of excessive drinking. The anchoring text message intervention is a newly proposed theory-based approach to reducing heavy drinking among youth. The current study tests the preliminary efficacy of this intervention for reducing heavy drinking among Mexican youth. METHODS Focusing on a sample of sixteen Mexican youths-nine not-heavy drinkers and seven heavy drinkers-the participants completed a survey on alcohol consumption and anchoring heuristics. Pretest and post-test questionnaire data were collected to evaluate the effectiveness of the intervention. The anchoring text messages consisted of strategies to limit alcohol use and feedback reminder messages. Assessments were conducted at baseline, four weeks of intervention, and post-intervention. RESULTS Logistic regression analyses indicated a significant effect on heavy drinking episodes post-intervention. The post-intervention anchoring effects among the heavy drinker participants were different from those among the non-heavy drinkers in terms of reporting heavy drinking and future drinking. The anchoring heuristic-based intervention reduced the quantity of drinking and the future estimation of drinking and improved the ability to reject alcohol in the heavy drinker group. CONCLUSIONS These findings provide preliminary support for the effectiveness of the anchoring heuristic-based intervention, conducted through text messages sent by mobile phone to reduce alcohol consumption. The intervention promoted a reduction in alcohol consumption. Future research should be directed toward investigating the anchoring effects among heavy drinkers.
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Affiliation(s)
- Jorge Palacios-Delgado
- Universidad del Valle de México, Querétaro, México.
- Unidad de Investigación en Neurociencias Aplicadas, Querétaro, México.
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Tieosapjaroen W, Ong JJ, Fairley CK, Saleem K, Phillips TR, Tran J, Bradshaw CS, Chen MY, Chow EPF. Trends and associated factors in HIV testing among heterosexual men and women in Melbourne, Australia, 2011-2020. Sex Health 2023; 20:411-423. [PMID: 37468130 DOI: 10.1071/sh22195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 06/27/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND Despite the increase in the proportion of HIV notifications attributed to heterosexuals in Australia, little is known about their HIV testing behaviours. We investigated the trends and factors associated with HIV testing behaviours among heterosexuals. METHODS We analysed the trend and proportion of heterosexuals attending the centre for the first time between 2011 and 2020, who had ever tested and tested for HIV in the past 12months and the median number of months since their last HIV test. We identified factors associated with HIV testing behaviours using univariable and multivariable logistic regressions. RESULTS Of the 78652 heterosexuals included, 53.1% were men and 46.9% were women. Overall, the proportion of heterosexuals who had ever tested for HIV was 40.8%, with a declining testing trend from 40.2% in 2011 to 36.5% in 2020 (P trend <0.001). Overall, the proportion of heterosexuals tested for HIV in the past 12months was 15.7%, with no significant change from 15.3% in 2011 to 14.7% in 2020 (P trend =0.489). The median number of months since the last HIV test decreased from 18.0 (IQR 6.9-37.3) in 2011 to 15.0 (IQR 6.4-32.5) in 2020 (P trend <0.001). Individuals who had condomless sex with casual partners (aOR 0.92, 95% CI 0.88-0.96) and who were diagnosed with a sexually transmitted infection (aOR 0.88, 95% CI 0.84-0.93) were less likely to have ever tested for HIV. CONCLUSIONS HIV testing was low among heterosexuals, and individuals who engaged in condomless sex and had another sexually transmitted infection were less likely to be tested. To reduce HIV transmission, strategies to improve HIV testing among heterosexuals are needed.
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Affiliation(s)
- Warittha Tieosapjaroen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Jason J Ong
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia; and Faculty of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Kanwal Saleem
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Tiffany R Phillips
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Julien Tran
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Catriona S Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic., Australia; and 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, Melbourne, Vic., Australia; and Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic., Australia; and Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Vic., Australia
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