Mobile Life Skills Education Adoption Among Internally Displaced Persons in Northern Nigeria and Health Systems Implications for Equitable Mental Health Support: A cross-sectional study
Duke, A. E. E.; Iyamu, I. O.; Hertlendy, A. J.; Harri, B. I.; Ibrahim, A.; Adejumo, A.; Obi-Jeff, C.; Yaya, S.; Agyapong, V.; Orji, R.; Eboreime, E.
Show abstract
IntroductionInternally displaced persons (IDPs) face significant mental health challenges amidst severely disrupted health systems. Digital interventions offer promising pathways to deliver psychosocial support, yet critical gaps remain in understanding what determines their acceptability and adoption among vulnerable populations in conflict settings. ObjectiveThis study investigates the sociodemographic, psychosocial, technological, and cultural determinants of interest in mobile-based life skills education (mLSE) among IDPs in Nigeria, integrating four theoretical frameworks to generate actionable insights for equitable digital mental health service delivery in fragile settings. MethodsWe analyzed cross-sectional data from 220 IDPs in the Durumi and Wassa camps of Abuja, Nigeria. Variable selection employed elastic net regression, identifying 22 key predictors. Modified robust Poisson regression estimated prevalence ratios for mLSE interest, with interaction effects modeled to capture demographic intersectionalities. ResultsAmong participants, 48.6% expressed interest in mLSE, with significant disparities across age, education, and camp location. Young adults aged 20-24 with prior counseling experience showed substantially higher interest (APR=3.49, 95% CI 1.72-7.10), while males with counseling history demonstrated markedly lower engagement (APR=0.33, 95% CI 0.19-0.57). Secondary education strongly predicted interest (APR=2.27, 95% CI 1.59-3.26), as did residence in the Wassa camp (APR=1.64, 95% CI 1.21-2.23). Notably, males aged 30-34 exhibited minimal interest (APR=0.09, 95% CI 0.01-0.75), revealing critical gender-age intersections. ConclusionsThese findings reveal actionable patterns for strengthening digital mental health service delivery in displacement settings. Health systems in fragile contexts must develop digitally delivered interventions that are culturally responsive, gender-sensitive, and age-appropriate, while addressing educational and technological barriers. Leveraging prior service engagement appears critical for sustainable implementation. This study provides a roadmap for policymakers and implementers to design equitable digital mental health interventions that address the disparate needs of displaced populations.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- By the numbers and in their own words: A mixed methods study of unmet needs and humanitarian inclusion of older Syrian refugees in Lebanon 96%
- The impact of COVID-19 non-pharmaceutical interventions on the lived experiences of people living in Thailand, Malaysia, Italy and the United Kingdom: a cross-country qualitative study 96%
- COVID-19 self-testing in Nigeria: Stakeholders’ opinions and perspective on its value for case detection 95%
Similar papers in this journal
- A cross-sectional study of COVID-19 knowledge, beliefs and prevention behaviors among adults in Senegal 95%
- Impact of COVID-19 pandemic on Black, Asian and Minority Ethnic (BAME) communities: a qualitative study on the perspectives of BAME community leaders 95%
- Psychosocial impact of the Covid-19 pandemic: Identification of most vulnerable populations 95%
Similar papers in this journal
- Community-based newborn care intervention fidelity and its implementation drivers in South Wollo Zone, North-east Ethiopia 95%
- Task shifting healthcare services in the post-COVID world: A scoping review 95%
- Who participates in ‘participatory design’ of WASH infrastructure: a mixed-methods process evaluation 95%
Similar papers in this journal
- Views and experiences of young people on using mHealth platforms for sexual and reproductive health services in rural low- and middle-income countries: a qualitative systematic review 96%
- Defining Destigmatizing Design Guidelines for Use in Sexual Health-Related Digital Technologies: A Delphi Study 95%
- Use of Generative AI for Health Among Urban Youth in Pakistan: A Mixed-Methods Study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.