Sociodemographic correlates of depressive symptoms: a cross-sectional analytic study among healthy urban Ghanaian women
Open accessAbstract
BACKGROUND: Studies on healthy individuals that show minor signs of distress and depression-but that are not significant enough to be debilitating or to report to the hospital for treatment-are rare. Our primary objective was to measure the prevalence of depressive symptoms and sociodemographic correlates among healthy women 18 years and above in urban Accra, Ghana. METHOD: We used secondary data from the Women's Health Study of Accra, Wave 1 (WHSA-1), a large scale, analytic, cross-sectional study conducted in Accra, Ghana involving 3183 women. The presence or absence of depressive symptoms within the past 30 days was estimated from the average score on three common symptoms of depression: sleep, anxiety, and sadness. The explanatory variables were age-group, socioeconomic level, marital status, ethnicity, religion, education, employment, and parity. Frequencies and means were used to summarize categorical and continuous variables, respectively. Logistic regression analyses were employed to determine the predictors of depressive symptoms. RESULTS: The prevalence of depressive symptoms within the previous 30 days was 26.5% (95% CI: 25.0-28.1). Women 55 years and older were more likely than women between the ages of 18 and 24 to experience depressive symptoms (AOR 2.8, 95% CI: 2.0-4.0, p < 0.001), whilst women between the ages of 35 and 54 were 1.95 times more likely than women between the ages of 18 and 24 to experience depression (AOR 1.95, 95% CI: 1.40-2.70, p < 0.001). Self-employed women were less likely to report depressive symptoms compared to the unemployed (AOR 0.70, 95% CI: 0.56-0.87, p < 0.01). Akans were less likely to experience depressive symptoms compared to Ga women (AOR 0.75, 95% CI: 0.61-0.92, p < 0.01). Non-orthodox Christians were more likely to report depressive symptoms compared to Orthodox Christians (AOR 1.32, 95% CI: 1.09-1.60, p < 0.01). CONCLUSION: The prevalence of symptoms of depression among healthy urban Ghanaian women is high. Older women, those with low education, and unemployed women appear to be at higher risk for depression and therefore should be targeted for interventions. Groups at risk for depression-especially older adults or individuals under economic strain-should be targeted for mood assessment as part of routine medical care.
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?
Previous studies suggest a relationship between demographic factors, smartphone usage behavior, and depression.
“Previous studies suggest a relationship between demographic factors, smartphone usage behavior, and depression [38,85,86].”
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
No health without mental health
Prince, M. J., Patel, V., Saxena, S., Maj, M., Maselko, J., Phillips, M. R., & Rahman, A. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61238-0 · Cited by 3,835 · see citing works
Treatment and prevention of mental disorders in low-income and middle-income countries
Patel, V., Araya, R., Chatterjee, S., Chisholm, D., Cohen, A., De Silva, M., Hosman, C., McGuire, H., Rojas, G., & van Ommeren, M. (2007) · The Lancet · doi:10.1016/s0140-6736(07)61240-9 · Cited by 930 · see citing works
Depression and socio-economic risk factors: 7-year longitudinal population study
Lorant, V., Croux, C., Weich, S., Deliège, D., Mackenbach, J., & Ansseau, M. (2007) · British Journal of Psychiatry · doi:10.1192/bjp.bp.105.020040 · Cited by 496 · see citing works
Gureje, O., Lasebikan, V. O., Kola, L., & Makanjuola, V. A. (2006) · British Journal of Psychiatry · doi:10.1192/bjp.188.5.465 · Cited by 363 · see citing works
`Men leave me as I cannot have children': women's experiences with involuntary childlessness
Dyer, S., Abrahams, N., Hoffman, M., & van der Spuy, Z. M. (2002) · Human Reproduction · doi:10.1093/humrep/17.6.1663 · Cited by 289 · see citing works
Urbanization and mental health
Srivastava, K. (2009) · Industrial Psychiatry Journal · doi:10.4103/0972-6748.64028 · Cited by 229 · see citing works
Merom, D., Cumming, R. G., Mathieu, E., Anstey, K. J., Rissel, C. E., Simpson, J. M., Morton, R. L., Cerin, E., Sherrington, C., & Lord, S. R. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-477 · Cited by 183 · see citing works
Nguyen, D. T., Dedding, C. W. M., Pham, T. T., Wright, P. E., & Bunders, J. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-1195 · Cited by 159 · see citing works
Sariaslan, A., Fazel, S., D'Onofrio, B. M., Långström, N., Larsson, H., Bergen, S. E., Kuja‐Halkola, R., & Lichtenstein, P. (2016) · Translational Psychiatry · doi:10.1038/tp.2016.62 · Cited by 151 · see citing works
Poor mental health in Ghana: who is at risk?
Sipsma, H. L., Ofori-Atta, A. L., Canavan, M., Osei‐Akoto, I., Udry, C., & Bradley, E. H. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-288 · Cited by 124 · see citing works
Newbury, J. B., Arseneault, L., Caspi, A., Moffitt, T. E., Odgers, C. L., & Fisher, H. L. (2016) · Schizophrenia Bulletin · doi:10.1093/schbul/sbw052 · Cited by 112 · see citing works
Psychological distress in Ghana: associations with employment and lost productivity
Canavan, M., Sipsma, H. L., Adhvaryu, A. R., Ofori-Atta, A. L., Jack, H. E., Udry, C., Osei‐Akoto, I., & Bradley, E. H. (2013) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-7-9 · Cited by 98 · see citing works
Mental health research in Ghana: a literature review.
Read, U. M., & Doku, V. C. K. (2012) · PubMed · Cited by 93 · see citing works
Deyessa, N., Berhane, Y., Alem, A., Högberg, U., & Kullgren, G. (2008) · Scandinavian Journal of Public Health · doi:10.1177/1403494808086976 · Cited by 79 · see citing works
Depression in Adult Women: Age Changes and Cohort Effects
Kasen, S., Cohen, P. R., Chen, H., & Castille, D. M. (2003) · American Journal of Public Health · doi:10.2105/ajph.93.12.2061 · Cited by 78 · see citing works
Health of urban Ghanaian women as identified by the Women's Health Study of Accra
Hill, A. G., Darko, R., Seffah, J. D., Adanu, R., Anarfi, J. K., & Duda, R. B. (2007) · International Journal of Gynecology & Obstetrics · doi:10.1016/j.ijgo.2007.05.024 · Cited by 77 · see citing works
Amoran, O., Lawoyin, T. O., & Lasebikan, V. O. (2007) · Australian Journal of Rural Health · doi:10.1111/j.1440-1584.2006.00794.x · Cited by 76 · see citing works
The influence of age on gender differences in depression
Cairney, J., & Wade, T. J. (2002) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-002-0569-0 · Cited by 60 · see citing works
Gibbs, A., Carpenter, B., Crankshaw, T. L., Hanass‐Hancock, J., Smit, J. A., Tomlinson, M., & Butler, L. (2017) · PLoS ONE · doi:10.1371/journal.pone.0181236 · Cited by 37 · see citing works
de Menil, V. P., Osei, A. O., Douptcheva, N., Hill, A. G., Yaro, P. B., & Aikins, A. D. (2012) · Europe PMC (PubMed Central) · Cited by 36 · see citing works
Hard Times and Common Mental Health Disorders in Developing Countries: Insights from Urban Ghana
Dzator, J. (2012) · The Journal of Behavioral Health Services & Research · doi:10.1007/s11414-012-9305-z · Cited by 30 · see citing works
Solomon, S. (2017) · Journal of Current Research in Scientific Medicine · doi:10.4103/jcrsm.jcrsm_12_17 · Cited by 10 · see citing works
Turkson, S. N., & Dua, A. N. (1996) · PubMed · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Biological, Psychological, and Social Determinants of Depression: A Review of Recent Literature
Remes, O., Mendes, J. F., & Templeton, P. (2021) · Brain Sciences · doi:10.3390/brainsci11121633 · Cited by 482 · see citing works
Opoku Asare, K., Terhorst, Y., Vega, J., Peltonen, E., Lagerspetz, E., & Ferreira, D. (2021) · JMIR mHealth and uHealth · doi:10.2196/26540 · Cited by 145 · see citing works
Amiri, S. (2021) · International Journal of Occupational Safety and Ergonomics · doi:10.1080/10803548.2021.1954793 · Cited by 145 · see citing works
Peele, M. E., & Wolf, S. (2021) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2020.11.008 · Cited by 52 · see citing works
Peele, M. E., & Wolf, S. (2020) · Social Science & Medicine · doi:10.1016/j.socscimed.2020.112957 · Cited by 52 · see citing works
Kim, S. Y., Min, C., Oh, D. J., & Choi, H. G. (2020) · Scientific Reports · doi:10.1038/s41598-020-58783-0 · Cited by 33 · see citing works
Rancāns, E., Renemane, L., Ķīvīte‐Urtāne, A., & Ziedonis, D. M. (2020) · Annals of General Psychiatry · doi:10.1186/s12991-020-00276-5 · Cited by 28 · see citing works
Larsen, A., Kinuthia, J., Lagat, H., Sila, J., Abuna, F., Kohler, P. K., John-Stewart, G. C., & Pintye, J. C. (2020) · International Journal of STD & AIDS · doi:10.1177/0956462420920423 · Cited by 23 · see citing works
Strategic planning in LAMIC mental health research: A Ghana case study
Anum, A., Washington‐Nortey, M., & Dzokoto, V. A. A. (2020) · International Journal of Mental Health · doi:10.1080/00207411.2020.1719621 · Cited by 14 · see citing works
Self-citationNajafipour, H., Shahrokhabadi, M. S., Banivaheb, G., Sabahi, A., Shadkam, M., & Mirzazadeh, A. (2021) · Family Medicine and Community Health · doi:10.1136/fmch-2021-000937 · Cited by 13 · see citing works
Perestrelo, E. D., Sanyang, S., & Jumaa, J. A. (2025) · Discover Public Health · doi:10.1186/s12982-025-00601-x · Cited by 11 · see citing works
Foubert, L., Noël, Y., Spahr, C. M., & Slavich, G. M. (2021) · Journal of Clinical Psychology · doi:10.1002/jclp.23131 · Cited by 9 · see citing works
Matta, J., Hoertel, N., Airagnes, G., Wiernik, E., Limosin, F., Goldberg, M., Zins, M., & Lemogne, C. (2020) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2020.152203 · Cited by 8 · see citing works
Sociodemographic and cultural determinants of mood disorders
Dcruz, M. M., & Chaturvedi, S. K. (2021) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000766 · Cited by 8 · see citing works
Me in the Wild: An Exploratory Study Using Smartphones to Detect the Onset of Depression
Asare, K. O., Visuri, A., Vega, J., & Ferreira, D. (2022) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-06368-8_9 · Cited by 6 · see citing works
Barini, G. O., Ongeri, L., & Mogeni, P. (2025) · PLOS mental health. · doi:10.1371/journal.pmen.0000374 · Cited by 6 · see citing works
Teacher depressive symptoms and children's school readiness in Ghana
Peele, M. E., Wolf, S., Behrman, J. R., & Aber, J. L. (2023) · Child Development · doi:10.1111/cdev.13909 · Cited by 4 · see citing works
Najafipour, H., Shahrokhabadi, M. S., Banivaheb, G., Sabahi, A., Shadkam, M., & Mirzazadeh, A. (2020) · doi:10.21203/rs.3.rs-33639/v1 · Cited by 3 · see citing works
Perestrelo, E. D., Jumaa, J. A., & Sanyang, S. (2023) · Research Square · doi:10.21203/rs.3.rs-3643933/v1 · Cited by 3 · see citing works
Predictors of teacher turnover in public and private preprimary classrooms in Ghana
Oh, J., Cheevaprawatdomrong, J., & Wolf, S. (2025) · Teaching and Teacher Education · doi:10.1016/j.tate.2025.105172 · Cited by 2 · see citing works
Ogungbemi, A. O., Afolabi, B. A., Falade, J., Ajayi, A. A., Ajayi, A. O., Adedire, A., Falope, I. V., Olayemi, O., Afolabi, A. A., Ogungbemi, O. A., et al. (2024) · PubMed Central · doi:10.60787/nmj-v65i1-448 · Cited by 1 · see citing works
Bawuah, A. (2025) · Mental Health & Prevention · doi:10.1016/j.mhp.2025.200440 · Cited by 1 · see citing works
Yousuf, A., Musa, R., Lokman, M., & Arifin, S. R. M. (2020) · doi:10.21203/rs.3.rs-36205/v1 · Cited by 1 · see citing works
Najafipour, H., Shahrokhabadi, M. S., Banivaheb, G., Sabahi, A., Shadkam, M., & Mirzazadeh, A. (2020) · doi:10.21203/rs.3.rs-64924/v1
Gunnam, S., Boddu, S. S. V., Adhikari, V. A., Immidisetti, T., Nalli, M., Kandregula, P., & Yanamadala, P. K. (2023) · International Journal of Pharmaceutical Sciences Review and Research · doi:10.47583/ijpsrr.2023.v83i02.001
Ali, M. Y., Arnab, A. T., & Hassan, A. S. M. F. U. (2024) · Jahangirnagar University Journal of Biological Sciences · doi:10.3329/jujbs.v12i1.74474
Fear of COVID-19, Physical Activity, and Psychopathology
Seiffer, B., Frei, A. K., Welkerling, J., Studnitz, T., Zeibig, J., Herzog, E., Günak, M. M., Ehring, T. W., Takano, K., Nakagawa, T., et al. (2025) · European Journal of Health Psychology · doi:10.1027/2512-8442/a000178
Rancāns, E., Renemane, L., Ķīvīte‐Urtāne, A., & Ziedonis, D. (2020) · Figshare · doi:10.6084/m9.figshare.12097383
Rancāns, E., Renemane, L., Kivite-Urtane, A., & Ziedonis, D. (2020) · Figshare · doi:10.6084/m9.figshare.12097380
Ilić, I., Babic, G. M., Grujičić, S. Š., Macuzic, I. Z., Ilić, M., Nikolić, A. R., & Milicic, V. M. (2026) · PLoS ONE · doi:10.1371/journal.pone.0342492
Naim, M. H., Tabassum, M., & Parvej, M. I. (2026) · Health Science Reports · doi:10.1002/hsr2.72531
- Authors
- Bonful, H. A., & Anum, A.
- Affiliations
- University of Ghana (GH)
- Corresponding author
- Anum, Adote
- Venue
- BMC Public Health
- Published
- 2019-01-10
- Volume
- 19
- Issue
- 1
- Pages
- 50-50
- ISSN
- 1471-2458 (ISSN-L)
- PMC
- PMC6327433
- OpenAlex
- W2919915583
- Cited by
- 31
- References
- 23
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 2 · 2023: 3 · 2022: 1 · 2021: 7 · 2020: 11
- FWCI
- 5.97
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Public Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Greater South Information System
- Funders
- World Health Organization
- United States Agency for International Development
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Clinical Psychology › Health and Well-being Studies
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Maternal Mental Health During Pregnancy and Postpartum
- Keywords
- depressive symptoms, subthreshold depression, healthy women, sociodemographic correlates, depression prevalence, age and depression, employment status, ethnicity, parity, marital status, Accra, Ghana, older women, women's mental health
- MeSH terms
- Adolescent, Adult, Age Factors, Aged, Cross-Sectional Studies, Depression, Depressive Disorder, Educational Status, Employment, Female, Ghana, Humans, Longitudinal Studies, Middle Aged, Pregnancy, Religion, Socioeconomic Factors, Stress, Psychological, Urban Health, Urban Population, Prevalence, Women's Health, Young Adult
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