Effectiveness of an online mental health strengthening module to build resilience and overcome stress for transitional aged medical students
Open accessAbstract
Introduction Transitional-aged youths (17-to-24-years-old) are prone to mental-health problems. Students in higher education, especially medical students, are more exposed to stressors and thus need training to increase resilience. However, there have been limited mental-health strengthening modules specifically developed for medical students of transitional age, and none in Indonesia. This study intends to test the effectiveness of an online mental-health strengthening module in altering resilience. Methods A pragmatic randomized trial with repeated measurements was employed to evaluate biopsychosocial outcomes of resilience. The intervention module was delivered in 4 weeks to 105 eligible students. Participants were divided into intervention group (n = 52) and control group (n = 53). Outcomes were measured in the 4th, 8th, and 12th weeks. Primary outcome was resilience level as measured by Connor-Davidson Resilience Scale (CD-RISC). Perceived Stress Scale (PSS), Depression Anxiety Stress Scale (DASS) were utilized to measure stress, depression and anxiety. Knowledge and attitude toward mental-health were also measured through validated questionnaires. Stress levels of participants were measured biologically by measuring salivary cortisol and alpha-amylase levels at the baseline and 12th-week. Results Compared to the control group, there were no significant difference in resilience score of the intervention group compared to control group [F(1, 103) = 2.243, P = .137]; however, there was a significant main effect of time [F(3, 309) = 18.191, P < .001] and interaction effect between intervention and time in resilience score [F(3, 309) = 5.056, P = .002]. Additionally, compared to the control group, there were significant increases in knowledge [F(1, 103) = 66.805, P < .001], attitudes and behavior towards mental-health [F(1, 103) = 5.191, P = .025], and a significant decrease in stress perception score [F(1, 103) = 27.567, P < .001]. The mean salivary delta cortisol during pre-test and post-test at week 12 in the intervention group showed significant difference (P < .001). However, there was no significant difference in the mean delta salivary alpha-amylase between pre-test and post-test at week 12, both in the intervention and control groups. Conclusion The mental-health strengthening module was accepted and applicable to first-year medical students and was found to be effective in increasing resilience from various biopsychosocial aspects. It is also advisable to have similar modules throughout the medical school to maintain sustainability.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Three blended group studies reported an effect on stress, burnout, and depression and anxiety through the use of the Transition and Adaptation towards Resiliency module, the ThoughFullChat intervention, and the Compassion Cultivating Training.
“Three studies (79–81) reported an effect on stress (79, 81), burnout (79), and depression and anxiety (79, 80) through the Use of the Transition and Adaptation towards Resiliency module, the ThoughFullChat intervention, and the Compassion Cultivating Training.”
From Digital resilience interventions for healthcare workers: a systematic review (2025) · cites this paper as [79]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredThree blended group studies investigated various variables and their interrelationships.
“Three studies investigated various variables and their interrelationships (74, 79, 83).”
From Digital resilience interventions for healthcare workers: a systematic review (2025) · cites this paper as [79]
Another blended group study demonstrated a significant interaction between time and intervention regarding outcomes such as resilience, stress, depression, and anxiety.
“Another study demonstrated a significant interaction between time and intervention regarding outcomes such as resilience, stress, depression, and anxiety (79).”
From Digital resilience interventions for healthcare workers: a systematic review (2025) · cites this paper as [79]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807 · see citing works
Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC)
Connor, K. M., & Davidson, J. R. T. (2003) · Depression and Anxiety · doi:10.1002/da.10113 · Cited by 11,793 · see citing works
(1995) · Cited by 6,909 · see citing works
Bonanno, G. A. (2004) · American Psychologist · doi:10.1037/0003-066x.59.1.20 · Cited by 6,851 · see citing works
Merikangas, K. R., He, J.-P., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., Benjet, C., Georgiades, K., & Swendsen, J. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.05.017 · Cited by 6,278 · see citing works
Sample Size Tables for Clinical Studies
Machin, D., Campbell, M. J., Tan, S. B., & Tan, S. H. (2008) · Wiley eBooks · doi:10.1002/9781444300710 · Cited by 1,336 · see citing works
The science of resilience: implications for the prevention and treatment of depression
Southwick, S. M., & Charney, D. S. (2012) · Science · doi:10.1126/science.1222942 · Cited by 875 · see citing works
Salanova, M., Schaufeli, W., Martínez, I., & Bresó, E. (2010) · Anxiety, Stress & Coping · doi:10.1080/10615800802609965 · Cited by 612 · see citing works
The prognosis of common mental disorders in adolescents: a 14-year prospective cohort study
Patton, G. C., Coffey, C., Romaniuk, H., Mackinnon, A., Carlin, J. B., Degenhardt, L., Olsson, C. A., & Moran, P. (2014) · The Lancet · doi:10.1016/s0140-6736(13)62116-9 · Cited by 527 · see citing works
Adolescence as a unique developmental period
Jaworska, N., & MacQueen, G. (2015) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.150268 · Cited by 432 · see citing works
Sood, A., Prasad, K., Schroeder, D., & Varkey, P. (2011) · Journal of General Internal Medicine · doi:10.1007/s11606-011-1640-x · Cited by 410 · see citing works
Heinen, I., Bullinger, M., & Kocalevent, R. (2017) · BMC Medical Education · doi:10.1186/s12909-016-0841-8 · Cited by 386 · see citing works
Gaab, J., Blättler, N., Menzi, T., Pabst, B., Stoyer, S., & Ehlert, U. (2003) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(02)00069-0 · Cited by 309 · see citing works
The Trier Social Stress Test protocol for inducing psychological stress.
Birkett, M. (2011) · Journal of Visualized Experiments · doi:10.3791/3238 · Cited by 285 · see citing works
Prevention and early intervention to improve mental health in higher education students: A review
Reavley, N., & Jorm, A. F. (2010) · Early Intervention in Psychiatry · doi:10.1111/j.1751-7893.2010.00167.x · Cited by 273 · see citing works
Milin, R., Kutcher, S., Lewis, S. P., Walker, S., Wei, Y., Ferrill, N., & Armstrong, M. A. (2016) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2016.02.018 · Cited by 244 · see citing works
Stress in Academic Life: Work Characteristics as Predictors of Student Well‐being and Performance
Chambel, M. J., & Curral, L. A. (2005) · Applied Psychology · doi:10.1111/j.1464-0597.2005.00200.x · Cited by 216 · see citing works
Kutcher, S., Wei, Y., McLuckie, A., & Bullock, L. (2013) · Advances in School Mental Health Promotion · doi:10.1080/1754730x.2013.784615 · Cited by 165 · see citing works
Rose, R. D., Buckey, J. C., Zbozinek, T. D., Motivala, S. J., Glenn, D. E., Cartreine, J. A., & Craske, M. G. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.11.003 · Cited by 153 · see citing works
The University Stress Scale: Measuring Domains and Extent of Stress in University Students
Stallman, H. M., & Hurst, C. P. (2016) · Australian Psychologist · doi:10.1111/ap.12127 · Cited by 151 · see citing works
Duchemin, A.-M., Steinberg, B. A., Marks, D. R., Vanover, K., & Klatt, M. (2015) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0000000000000371 · Cited by 146 · see citing works
Winzer, R., Lindberg, L., Guldbrandsson, K., & Sidorchuk, A. (2018) · PeerJ · doi:10.7717/peerj.4598 · Cited by 144 · see citing works
Limm, H., Gündel, H., Heinmüller, M., Marten-Mittag, B., Nater, U. M., Siegrist, J., & Angerer, P. (2011) · Occupational and Environmental Medicine · doi:10.1136/oem.2009.054148 · Cited by 142 · see citing works
Perceived stress and associated factors among medical students
Saeed, A. A., Bahnassy, A., Al-Hamdan, N. A., Almudhaibery, F. S., & Alyahya, A. Z. (2016) · Journal of Family and Community Medicine · doi:10.4103/2230-8229.189132 · Cited by 120 · see citing works
MyStudentBody-stress: an online stress management intervention for college students
Chiauzzi, E., Brevard, J., Thurn, C., Decembrele, S., & Lord, S. (2008) · Journal of Health Communication · doi:10.1080/10810730802281668 · Cited by 119 · see citing works
Cultural validation of the Maslach Burnout Inventory for Korean students
Shin, H., Puig, A., Lee, J., Lee, M., & Lee, S. M. (2011) · Asia Pacific Education Review · doi:10.1007/s12564-011-9164-y · Cited by 108 · see citing works
Transitional Aged Youth: A New Frontier in Child and Adolescent Psychiatry
Wilens, T. E., & Rosenbaum, J. F. (2013) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2013.04.020 · Cited by 98 · see citing works
Medical students’ resilience: a protective role on stress and quality of life in clerkship
Lin, Y. K., Lin, C., Lin, B. Y.-J., & Chen, D. (2019) · BMC Medical Education · doi:10.1186/s12909-019-1912-4 · Cited by 92 · see citing works
Mental Health Problems and Needs among Transitional-Age Youth in Indonesia
Kaligis, F., Ismail, R. I., Wiguna, T., Prasetyo, S., Indriatmi, W., Gunardi, H., Pandia, V., & Magdalena, C. C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18084046 · Cited by 76 · see citing works
Self-citationAguilar‐Raab, C., Stoffel, M., Hernández, C., Rahn, S., Moessner, M., Steinhilber, B., & Ditzen, B. (2021) · Psychophysiology · doi:10.1111/psyp.13937 · Cited by 73 · see citing works
Prevalence of depression and anxiety among college students living in a disaster-prone region
Marthoenis, M., Meutia, I., Fathiariani, L., & Sofyan, H. (2018) · Alexandria Journal of Medicine · doi:10.1016/j.ajme.2018.07.002 · Cited by 66 · see citing works
Resilience and hypothalamic-pituitary-adrenal axis reactivity under acute stress in young men
Mikolajczak, M., Roy, E., Luminet, O., & de Timary, P. (2008) · Stress · doi:10.1080/10253890701850262 · Cited by 59 · see citing works
Ko, C. M., Grace, F., Chavez, G. N., Grimley, S. J., Dalrymple, E. R., & Olson, L. E. (2018) · Journal of American College Health · doi:10.1080/07448481.2018.1431913 · Cited by 56 · see citing works
Ventieri, D., Clarke, D. M., & Hay, M. (2011) · Advances in School Mental Health Promotion · doi:10.1080/1754730x.2011.9715632 · Cited by 45 · see citing works
Common adolescent mental disorders: transition to adulthood
Eyre, O., & Thapar, A. (2014) · The Lancet · doi:10.1016/s0140-6736(13)62633-1 · Cited by 45 · see citing works
Correlation between salivary α-amylase and stress-related anxiety
Rashkova, M., Ribagin, L., & Toneva, N. (2012) · Folia Medica · doi:10.2478/v10153-011-0088-4 · Cited by 40 · see citing works
Mohammadzadeh, M., Awang, H., Ismail, S., & Shahar, H. K. (2019) · PLoS ONE · doi:10.1371/journal.pone.0226333 · Cited by 38 · see citing works
Wang, Q., & Du, T. (2020) · BMC Medical Education · doi:10.1186/s12909-020-02438-1 · Cited by 30 · see citing works
Enrique, Á., Mooney, O., Salamanca-Sanabria, A., Lee, C. T., Farrell, S., & Richards, D. (2020) · JMIR Formative Research · doi:10.2196/20167 · Cited by 29 · see citing works
Mental Health and Psychological Illness in Adolescence
Remschmidt, H. (2013) · Deutsches Ärzteblatt international · doi:10.3238/arztebl.2013.0423 · Cited by 22 · see citing works
Promoting mental health literacy in female students: A school-based educational intervention
Zare, S., Kaveh, M., Ghanizadeh, A., Asadollahi, A., & Nazari, M. (2021) · Health Education Journal · doi:10.1177/00178969211013571 · Cited by 18 · see citing works
Does a brief workshop change clinical associate students’ resilience?
Rogers, D. (2016) · African Journal of Primary Health Care & Family Medicine · doi:10.4102/phcfm.v8i1.1183 · Cited by 14 · see citing works
Damanik, E. D., & Rusli, E. (2006) · Cited by 11 · see citing works
Kaligis, F., Ismail, R. I., Wiguna, T., Prasetyo, S., Indriatmi, W., Gunardi, H., Pandia, V., Minayati, K., Magdalena, C. C., Nurraga, G. W., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.764666 · Cited by 9 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Building digital resilience: leading healthcare transformation through an online community
Pilosof, N. P., Welcman, Y., Barrett, M., Oborn, E., & Barrett, S. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1656804 · Cited by 15 · see citing works
Digital resilience interventions for healthcare workers: a systematic review
Larsson, M., Ho, D. M., Kirschner, M., Seifritz, E., & Manoliu, A. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1519670 · Cited by 14 · see citing works
- Authors
- Kaligis, F., Ismail, R. I., Wiguna, T., Prasetyo, S., Gunardi, H., Indriatmi, W., Pasaribu, M. M., Pandia, V., Minayati, K., Magdalena, C. C., Nurraga, G. W., Pramatirta, B., Calvin, N., & Sourander, A.
- Affiliations
- University of Indonesia (ID)
- Dr. Hasan Sadikin General Hospital (ID)
- Corresponding author
- Kaligis, Fransiska
- ORCID
- Venue
- Frontiers in Digital Health
- Publisher
- Frontiers Media SA
- Published
- 2023-10-04
- Volume
- 5
- Pages
- 1207583-1207583
- ISSN
- 2673-253X (ISSN-L)
- PMC
- PMC10582941
- OpenAlex
- W4387335479
- Cited by
- 10
- References
- 44
- Citations by year
- 2026: 3 · 2025: 7
- FWCI
- 4.85
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Digital Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Universitas Indonesia (PUTI Q2)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Student Stress and Coping
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Social Sciences › Psychology › Clinical Psychology › Resilience and Mental Health
- Keywords
- resilience, online intervention, medical students, transitional-aged youth, stress, depression, anxiety, salivary cortisol, salivary amylase, biopsychosocial outcomes, Indonesia, university students, mental health promotion, resilience training programs, COVID-19 pandemic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review