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Record W3214591649 · doi:10.21203/rs.3.rs-1049780/v1

Understanding sexual and reproductive health needs of adolescents: Evidence formative study in three districts of lake regions in Tanzania

2021· preprint· en· W3214591649 on OpenAlexaff
Mwifadhi Mrisho, Michaela Mantel, Abdunoor M. Kabanywanyi, Bakar S. Fakih, Fatuma Manzi, Sally Mtenga, Edna Selestine, David Siso, Sofia Jadavji, Marleen Temmerman, Hussein Kidanto

Bibliographic record

VenueResearch Square · 2021
Typepreprint
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsAga Khan Foundation
FundersAga Khan Foundation
KeywordsTanzaniaReproductive healthFocus groupNonprobability samplingQualitative researchThematic analysisMedicineExploratory researchAdolescent healthFormative assessmentPsychologyFamily medicineEnvironmental healthPopulationNursingSocioeconomicsSociology

Abstract

fetched live from OpenAlex

Abstract Background Teenage marriage and adolescent pregnancy present a significant health challenge in the Tanzania. About 36% of women aged 15-49 are married before the age of 18, and 32% of rural adolescents (10-19 years) gave birth, compared with 19% of urban. In Mwanza region, one third of currently married adolescent and women aged 15-49 experienced unmet need for family planning and had low use of modern contraceptives. Here we present a study that explored the gaps in accessing and utilization of quality adolescent sexual and reproductive health services (ASRH). Methods This was a descriptive and exploratory cross-sectional formative study utilizing multiple qualitative research methods. Purposive sampling was used to select an urban district (Nyamagana), rural district (Magu) and an island (Ukerewe). Sixty-seven IDI and 30 focus group discussions (FGDs) stratified by gender (12 out-of-school, 12 in-school), and (3 male, 3 female adults) were purposefully sampled. Vignettes were done with 15-19 years old in-school and out-of-schools boys and girls. An experienced moderator, along with a note-taker, led the discussions while taking notes. The FGDs were recorded using an MP3 voice recorder. Thematic analysis approach was undertaken and data was analysed using NVivo 12, a qualitative software. Results The identified the most important pressing needs of the adolescents in relation to SRH. Adolescent girls needed specific services such as counselling on menstrual health, sexual consent, HIV/AIDS, and prevention of pregnancies. Sanitary pads during menstrual period were very important pressing need of the adolescent girls. Adolescents both girls and boys preferred to receiving friendly health care services in a respectful manner. Girls mentioned that they would like to receive SRH support from nurses in health facilities, mothers, sisters, aunties and friends. With regards to boys, they preferred to receive the SRH from health care providers followed with their peer’s friends. Several obstacles were reported to hinder access to SRHS predominantly among the adolescent girls as compared to the boys. Poor infrastructure tended to impair the privacy at the health facilities, and rarely there were specific buildings to provide friendly adolescent sexual and reproductive health services. Conclusions The strategies to guide delivery of ASRH should involve the inclusion of duty bearers, promotion of friendly health care services where health workers provide services in friendly-manner, provision of ASRH education for awareness creation to adolescents and supportive parents/ care takers.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.546
GPT teacher head0.544
Teacher spread0.002 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2021
Admission routes1
Has abstractyes

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