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Vomhof M, Bau JT, Hüter P, Stehl S, Haastert B, Loerbroks A, Icks A, Calo ST, Schuster L, Pischke CR, Kairies-Schwarz N, Angerer P, Apolinário-Hagen J. Preferences Regarding Information Strategies for Digital Mental Health Interventions Among Medical Students: Discrete Choice Experiment. JMIR Form Res 2024; 8:e55921. [PMID: 39365652 PMCID: PMC11489795 DOI: 10.2196/55921] [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: 12/29/2023] [Revised: 05/29/2024] [Accepted: 07/14/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND Digital mental health interventions (DMHIs) are capable of closing gaps in the prevention and therapy of common mental disorders. Despite their proven effectiveness and approval for prescription, use rates remain low. The reasons include a lack of familiarity and knowledge as well as lasting concerns. Medical students were shown to have a comparatively higher risk for common mental disorders and are thus an important target group for raising awareness about DMHIs. At best, knowledge is already imparted during medical school using context-sensitive information strategies. Yet, little is known about medical students' information preferences regarding DMHIs. OBJECTIVE This study aims to explore information preferences for DMHIs for personal use among medical students in Germany. METHODS A discrete choice experiment was conducted, which was developed using an exploratory sequential mixed methods research approach. In total, 5 attributes (ie, source, delivery mode, timing, recommendation, and quality criteria), each with 3 to 4 levels, were identified using formative research. Data were analyzed using logistic regression models to estimate preference weights and the relative importance of attributes. To identify subgroups of students varying in information preferences, we additionally performed a latent class analysis. RESULTS Of 309 participants, 231 (74.8%) with reliable data were included in the main analysis (women: 217/309, 70.2%; age: mean 24.1, SD 4.0 y). Overall, the conditional logit model revealed that medical students preferred to receive information about DMHIs from the student council and favored being informed via social media early (ie, during their preclinic phase or their freshman week). Recommendations from other students or health professionals were preferred over recommendations from other users or no recommendations at all. Information about the scientific evidence base was the preferred quality criterion. Overall, the timing of information was the most relevant attribute (32.6%). Latent class analysis revealed 2 distinct subgroups. Class 1 preferred to receive extensive information about DMHIs in a seminar, while class 2 wanted to be informed digitally (via email or social media) and as early as possible in their studies. CONCLUSIONS Medical students reported specific needs and preferences regarding DMHI information provided in medical school. Overall, the timing of information (early in medical education) was considered more important than the information source or delivery mode, which should be prioritized by decision makers (eg, members of faculties of medicine, universities, and ministries of education). Study findings suggest general and subgroup-specific information strategies, which could be implemented in a stepped approach. Easily accessible digital information may promote students' interest in DMHIs in the first step that might lead to further information-seeking behavior and the attendance of seminars about DMHIs in the second step.
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Affiliation(s)
- Markus Vomhof
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jessica Tabea Bau
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Pia Hüter
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stefan Stehl
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Burkhard Haastert
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- mediStatistica, Wuppertal, Germany
| | - Adrian Loerbroks
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Andrea Icks
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stella Teresa Calo
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute for Health Services Research and Health Economics, German Diabetes Center, Leibniz Center for Diabetes Research, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Luca Schuster
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Claudia R Pischke
- Institute of Medical Sociology, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Nadja Kairies-Schwarz
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Peter Angerer
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Jennifer Apolinário-Hagen
- Institute of Occupational, Social and Environmental Medicine, Centre for Health and Society, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
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Rosário J, Raposo B, Santos E, Dias S, Pedro AR. Efficacy of health literacy interventions aimed to improve health gains of higher education students-a systematic review. BMC Public Health 2024; 24:882. [PMID: 38515114 PMCID: PMC10958870 DOI: 10.1186/s12889-024-18358-4] [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: 05/28/2023] [Accepted: 03/14/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Health literacy (HL) among higher education students is low, making them vulnerable about their health. To reverse this trend, higher education institutions promote HL interventions with various topics and methods. A comprehensive understanding of HL interventions is essential to determine whether these interventions meet the health information needs to improve health outcomes (health gains). The aim of this review was to identify and synthesise evidence on the efficacy of HL interventions implemented in academic settings to improve health outcomes. METHODS A systematic review was performed followed the PRISMA guidelines, protocol was registered in PROSPERO (CRD42022369869). A search strategy was performed in the EBSCO Host Web platform, the time limit placed was: 01/01/2017 to 30/09/2022. Eligible studies were those published in peer-reviewed journals and involved higher education students over the age of 18 as the subject of the intervention. Eligible interventions included any interventions evaluated in a study with comparison group that included a pre-post measure of health outcomes, were conducted in an academic setting. To methodology quality of included studies, it was used the Joanna Briggs Institute critical appraisal tool. To synthesise results narrative and thematic synthesis was conducted. RESULTS A total of 9 articles were included in this review, identified health literacy interventions with an impact on health outcomes. The total studies involved 2902 higher education students. All 9 studies were randomised controlled trials. The synthesised evidence supports the efficacy of interventions that contributed to positive changes in mental health, attitudes, norms, and self-efficacy of condom use, emotional, social, and psychological well being, subjective sleep quality, sleep latency, and habitual sleep efficiency, physical activity, and self-reported servings fried foods. HL interventions were educational or motivational and related to health promotion, disease prevention or healthcare. CONCLUSIONS HL interventions in higher education students can significantly improve health outcomes protecting them from the negative effects of threats for their health. The interventions designed with different strategies are more effective. HL interventions are associated with health benefits on health promotion, disease prevention and healthcare. For the attendance of higher education to be a successful experience, continuity of HL interventions developed in academic settings is necessary.
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Affiliation(s)
- Jorge Rosário
- Comprehensive Health Research Centre, University of Évora, Évora, Portugal.
- Institute for Advanced Studies and Research, University of Évora, Évora, Portugal.
- Polytechnic Institute of Beja, Beja, Portugal.
| | - Beatriz Raposo
- NOVA National School of Public Health, Public Health Research Centre, CISP, NOVA University Lisbon, Lisbon, Portugal
| | - Eunice Santos
- Comprehensive Health Research Centre, University of Évora, Évora, Portugal
- Institute for Advanced Studies and Research, University of Évora, Évora, Portugal
| | - Sónia Dias
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
| | - Ana Rita Pedro
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
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Savchenko OM, Palm-Forster LH, Xie L, Rahman R, Messer KD. Encouraging pro-environmental behavior: Do testimonials by experts work? PLoS One 2023; 18:e0291612. [PMID: 37792724 PMCID: PMC10550155 DOI: 10.1371/journal.pone.0291612] [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: 10/02/2022] [Accepted: 09/02/2023] [Indexed: 10/06/2023] Open
Abstract
Using non-pecuniary interventions to motivate pro-environmental behavior appeals to program administrators seeking cost-effective ways to increase adoption of environmental practices. However, all good-intended interventions should not be expected to be effective and reporting when interventions fail is as important as documenting their successes. We used a framed field experiment with 308 adults from the Mid-Atlantic in the United States to test the effectiveness of an expert testimonial in encouraging adoption of native plants in residential settings. Though studies have found testimonials to be effective in other contexts, we find that the video testimonial had no effect on residents' willingness to pay for native plants. Our analysis also shows that consumers who are younger, have higher incomes, and use other environmentally friendly practices on their lawns are more likely than other consumers to purchase native plants.
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Affiliation(s)
- Olesya M. Savchenko
- Food and Resource Economics Department, University of Florida, Gainesville, Florida, United States of America
| | - Leah H. Palm-Forster
- Department of Applied Economics and Statistics, University of Delaware, Newark, Delaware, United States of America
| | - Lusi Xie
- Department of Agricultural and Applied Economics, University of Georgia, Athens, Georgia, United States of America
| | - Rubait Rahman
- Department of Agricultural, Food, and Resource Economics, Michigan State University, East Lansing, Michigan, United States of America
| | - Kent D. Messer
- Department of Applied Economics and Statistics, University of Delaware, Newark, Delaware, United States of America
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Braun P, Schwientek AK, Angerer P, Guthardt L, Icks A, Loerbroks A, Apolinário-Hagen J. Investigating information needs and preferences regarding digital mental health services among medical and psychology students in Germany: A qualitative study. Digit Health 2023; 9:20552076231173568. [PMID: 37256006 PMCID: PMC10226173 DOI: 10.1177/20552076231173568] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 04/17/2023] [Indexed: 06/01/2023] Open
Abstract
Background Since 2020, physicians and psychotherapists in Germany can prescribe digital mental health services (dMHSs). However, even future healthcare professionals (HCPs), such as medical and psychology students, remain reluctant to use dMHSs, although they are a risk group for mental health issues themselves. Reasons include scepticism and lacking awareness of dMHSs, which can be addressed by acceptance-facilitating interventions (AFIs) such as information strategies. To date, though, little is known about their information needs. Methods Semi-structured interviews with n = 21 students were conducted between August and September 2021. Students of legal age studying psychology or medicine at a German university could participate. Interview recordings were transcribed verbatim and content-analyzed according to Mayring, using deductive and inductive coding. Results Most students reported having little experience with dMHSs. Digital health has barely been raised in their study, even though it was perceived as crucial for personal needs as well as in preparation for their work as HCPs. Students favoured receiving information on and recommendations for dMHSs from their university via, e.g. social media or seminars. Among others, information about data safety, scientific evidence base and application scope were preferred. Additionally, information on costs as well as user reviews seemed to be essential components of information strategies because students were concerned that high costs or low usability would hinder uptake. Conclusions The results give first insights on how future HCPs would like to be informed on dMHSs. Future research should focus on systematic variations of AFIs' components mimicking real-world decision scenarios to increase the adoption of dMHSs.
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Affiliation(s)
- Pia Braun
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Ann-Kathrin Schwientek
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
- Department of Psychiatry and
Psychotherapy, University Hospital rechts der Isar, School of Medicine, Technical
University of Munich, Munchen, Germany
| | - Peter Angerer
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Lisa Guthardt
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Andrea Icks
- Institute for Health Services Research
and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Adrian Loerbroks
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Jennifer Apolinário-Hagen
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
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Apolinário-Hagen J, Harrer M, Salewski C, Lehr D, Ebert DD. Akzeptanz und Nutzung von E-Mental-Health-Angeboten unter Studierenden. PRÄVENTION UND GESUNDHEITSFÖRDERUNG 2022. [PMCID: PMC9037969 DOI: 10.1007/s11553-022-00945-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Zusammenfassung
Zielsetzung
Trotz der Effektivität verschiedener E‑Mental-Health-Interventionen wurden bislang verhältnismäßig geringe Nutzungsraten, selbst unter Digital Natives wie Studierenden, identifiziert. Ziel dieser Studie ist daher, das Verhältnis der generellen Akzeptanz, dem konkreten Interesse und der tatsächlichen Registrierung für ausgewählte, zielgruppenspezifische E‑Mental-Health-Programme zu untersuchen.
Methodik
Wir führten eine Sekundäranalyse einer in ein Online-Experiment eingebetteten Befragungsstudie mit n = 451 Studierenden (89 % Fernstudierende) zu Informationseffekten auf die Akzeptanz von E‑Mental-Health-Angeboten mit Untersuchung der Nutzungsabsicht sowie des Interesses im Verhältnis zu objektiven Daten, d. h. Registrierungen für ausgewählte E‑Mental-Health-Angebote zur Stressprävention und Gesundheitsförderung, durch.
Ergebnisse
Eine hierarchische Regressionsanalyse ergab das Stresslevel, wahrgenommene Ähnlichkeit mit Informationsquellen und Einstellungen als Determinanten der Nutzungsabsicht (R2 = 0,49). Aktuelles Interesse an der Teilnahme an einem bestimmten E‑Mental-Health-Angebot berichtete weniger als ein Drittel der Stichprobe (31 %). Überdies war die Intentions-Verhaltens-Lücke bei der Follow-up-Messung (n/N in %) beim Programm für Berufstätige geringer (85 % registriert) als für das Programm für Studierende (69 % registriert; insgesamt: 77 %).
Schlussfolgerung
Über drei Viertel der interessierten Studierenden haben sich für ein Programm registriert, was für die Bereitstellung einfacher, direkter Zugangsoptionen spricht. Zukünftige Studien sollten die Determinanten der Nutzung sowie Adhärenz bei E‑Mental-Health-Angeboten in Abhängigkeit von der Akzeptanz für verschiedene Subgruppen von Studierenden zur Entwicklung passgenauer Akzeptanzförderungsmaßnahmen genauer untersuchen.
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Apolinário-Hagen J, Fritsche L, Wopperer J, Wals F, Harrer M, Lehr D, Ebert DD, Salewski C. Investigating the Persuasive Effects of Testimonials on the Acceptance of Digital Stress Management Trainings Among University Students and Underlying Mechanisms: A Randomized Controlled Trial. Front Psychol 2021; 12:738950. [PMID: 34721212 PMCID: PMC8549694 DOI: 10.3389/fpsyg.2021.738950] [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] [Received: 07/09/2021] [Accepted: 08/31/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: This experiment aims to investigate the influence of narrative information varying in the degree of perceived similarity and source credibility in supplemented testimonials on the acceptance of digital mental health services (digi-MHSs). Methods: In fall 2020, n=231 university students were randomly assigned to an active control group (aCG, n=55, “information only”) or one of three intervention groups (IGs) receiving information plus different testimonials being presented either by nonacademic staff (IG1, n=60), university students (IG2, n=58) or experts (IG3, n=58). We assessed mediation effects of similarity and credibility on acceptance in terms of attitudes and usage intentions. Results: Exposure to testimonials was associated with higher usage intentions (d=0.50) and more positive attitudes toward digi-MHSs (d=0.32) compared to mere information (aCG). Regarding source-related effects, one-way ANOVA showed group differences in intentions (ηp2=0.13) that were significantly higher after exposure to testimonials targeted at students than in the other groups after adjusting for baseline intentions (ηp2=0.24). Concerning underlying mechanisms, there were full mediation effects of similarity (IG1 versus IG2) on attitudes [95%CI (0.030, 0.441)] and intentions to use digi-MHSs [95%CI (0.100, 0.528)] and of credibility on attitudes [IG2 versus IG3; 95%CI (−0.217, −0.004)], all favoring students’ testimonials. Conclusion: Overall, this study indicates that the acceptance of digi-MHSs can be substantially increased by providing a simple, context-sensitive information intervention, including testimonials by university students. Since we identified mediating effects of credibility on cognitive attitudes and similarity on affect-driven intentions, a future trial could vary these features using narrative versus statistic information on digi-MHSs.
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Affiliation(s)
- Jennifer Apolinário-Hagen
- Institute of Occupational, Social and Environmental Medicine, Centre of Health and Society, Faculty of Medicine, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Lara Fritsche
- Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany
| | | | - Frank Wals
- Faculty of Psychology, University of Hagen, Hagen, Germany
| | - Mathias Harrer
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Dirk Lehr
- Department of Health Psychology and Applied Biological Psychology, Institute of Psychology, Leuphana University Lueneburg, Lueneburg, Germany
| | - David D Ebert
- Department of Sport and Health Sciences, Technical University of Munich, Munich, Germany
| | - Christel Salewski
- Department of Health Psychology, Faculty of Psychology, University of Hagen, Hagen, Germany
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Abstract
The article describes the risks for the mental health and wellbeing of urban-dwellers in relation to changes in the spatial structure of a city that could be caused by the COVID-19 pandemic. A year of lockdown has changed the way of life in the city and negated its principal function as a place of various meetings and social interactions. The danger of long-term isolation and being cut-off from an urban lifestyle is not only a challenge facing individuals, but it also creates threats on various collective levels. Hindered interpersonal relations, stress, and the fear of another person lower the quality of life and may contribute to the development of mental diseases. Out of fear against coronavirus, part of the society has sought safety by moving out of the densely populated city centres. The dangerous results of these phenomena are shown by research based on the newest literature regarding the influence of COVID-19 and the lockdown on mental health, urban planning, and the long-term spatial effects of the pandemic such as the urban sprawl. The breakdown of the spatial structure, the loosening of the urban tissue, and urban sprawl are going to increase anthropopressure, inhibit access to mental health treatment, and will even further contribute to the isolation of part of the society. In addition, research has shown that urban structure loosening as a kind of distancing is not an effective method in the fight against the SARS-COV pandemic. Creating dense and effective cities through the appropriate management of development during and after the pandemic may be a key element that will facilitate the prevention of mental health deterioration and wellbeing. It is also the only possibility to achieve the selected Sustainable Development Goals, which as of today are under threat.
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