The National Research Repository of Uganda - NRU
Welcome to the National Research Repository of Uganda, abbreviated as "NRU". NRU was established in 2021. NRU is a collection of scholarly output by researchers from the UNCST Community, including scholarly articles and books, electronic theses and dissertations, conference proceedings, journals, technical reports and digitised library collections. It is the official Institutional Archive (IA) of UNCST.
Copyright Information:
For information about the publishers' copyright policy on archiving your articles online or in an institutional archive, visit the Sherpa Site at http://www.sherpa.ac.uk/romeo.php The site gives a summary of the permissions normally given as part of each publisher's copyright transfer agreement. If you wish to publish your research findings in the NRU, please contact NRU administrator at admin@uncst.go.ug for details. NRU operates both open access and closed access models. Access to fulltext has been restricted in adherence to the UNCST Intellectual Property Rights (IPR) and Copyrights policies.
Other Useful Resources:
Africa Portal is an online repository of open access library collection with over 3,000 books, journals, and digital documents on African policy issues. This is an initiative by the Centre for International Governance Innovation (CIGI), Makerere University (MAK), and the South African Institute of International Affairs (SAIIA). Please visit the Africa Portal at http://www.africaportal.org/library.
Communities in NRU
Select a community to browse its collections.
- This community contains Books and Book Abstracts
- This community contains Ugandan Conference proceedings
- This community contains consolidated Ugandan Institutional Annual Research Reports on a broad range of subjects
- This community contains approved and running institutional repository policies from different research institutions
- This community contains peer reviewed publications about Uganda and from Ugandan Researchers. The community has been classified to thematic research sub communities of Agricultural Sciences, Engineering and Technology, Humanities, Medical and Health Sciences, Natural Sciences and Social Sciences.
Recent Submissions
Barriers and enablers to utilisation of postpartum long-acting reversible contraception in Eastern Uganda: a qualitative study
(BioMed Central, 2024-10) Kamwesigye, Assen; Amanya, Daphine; Nambozo, Brendah; Epuitai, Joshua; Nahurira, Doreck; Wani, Solomon; Nafula, Patience Anna; Oguttu, Faith; Wadinda, Joshua; Nantale, Ritah; Napyo, Agnes; Wandabwa, Julius N; Mukunya, David; Musaba, Milton W; Willcox, Merlin
In Uganda, although most women wish to delay or prevent future pregnancies, uptake of postpartum family planning (PPFP) is low. We explored behavioural factors influencing the utilisation of postpartum long-acting reversible contraceptives (LARCs) in Eastern Uganda.INTRODUCTIONIn Uganda, although most women wish to delay or prevent future pregnancies, uptake of postpartum family planning (PPFP) is low. We explored behavioural factors influencing the utilisation of postpartum long-acting reversible contraceptives (LARCs) in Eastern Uganda.We conducted a qualitative study in two districts of Eastern Uganda. We conducted 20 in-depth interviews and three focus group discussions with postpartum women, male partners, midwives, and village health team members. We analysed transcripts using framework analysis, based on the COM-B framework.METHODSWe conducted a qualitative study in two districts of Eastern Uganda. We conducted 20 in-depth interviews and three focus group discussions with postpartum women, male partners, midwives, and village health team members. We analysed transcripts using framework analysis, based on the COM-B framework.The use of immediate postpartum LARC was affected by the capabilities of women in terms of their knowledge and misconceptions. Limited capabilities of health workers to provide counselling and insert IUDs, as well as shortages of implants, reduced the physical opportunites for women to access PPFP. Social opportunities for women were limited because men wanted to be involved in the decision but rarely had time to accompany their partners to health facilities, and health workers often appeared too stressed. Men also feared that PPFP would enable their partners to be unfaithful. Motivation to take up immediate postpartum LARC included the desire to space births, preference for contraceptive implants over intra uterine devices (IUD) at the 6-week postpartum period, resumption of sex and menses, partner support, and perceived effectiveness of postpartum contraception. Participants thought that uptake of immediate postpartum LARC could be improved by health education and outreach visits, male involvement and couples' counselling in antenatal clinic appointments, and enabling switching between family planning methods (in case of side-effects) .RESULTSThe use of immediate postpartum LARC was affected by the capabilities of women in terms of their knowledge and misconceptions. Limited capabilities of health workers to provide counselling and insert IUDs, as well as shortages of implants, reduced the physical opportunites for women to access PPFP. Social opportunities for women were limited because men wanted to be involved in the decision but rarely had time to accompany their partners to health facilities, and health workers often appeared too stressed. Men also feared that PPFP would enable their partners to be unfaithful. Motivation to take up immediate postpartum LARC included the desire to space births, preference for contraceptive implants over intra uterine devices (IUD) at the 6-week postpartum period, resumption of sex and menses, partner support, and perceived effectiveness of postpartum contraception. Participants thought that uptake of immediate postpartum LARC could be improved by health education and outreach visits, male involvement and couples' counselling in antenatal clinic appointments, and enabling switching between family planning methods (in case of side-effects) .Low uptake of PPFP was caused by inadequate knowledge and misconceptions about LARC by women and their partners, insufficient numbers of midwives trained to provide PPFP, stock-outs of PPFP methods, and few social opportunities for couples to be counselled together. These factors could be addressed by scaling up effective, low cost and innovative ways to provide health education (such as films), involving men in decision-making, as well as training more midwives to provide PPFP services, and ensuring that they have sufficient time and supplies.CONCLUSIONLow uptake of PPFP was caused by inadequate knowledge and misconceptions about LARC by women and their partners, insufficient numbers of midwives trained to provide PPFP, stock-outs of PPFP methods, and few social opportunities for couples to be counselled together. These factors could be addressed by scaling up effective, low cost and innovative ways to provide health education (such as films), involving men in decision-making, as well as training more midwives to provide PPFP services, and ensuring that they have sufficient time and supplies.
MEDLINE - Academic
ECO-MIND: enhancing proenvironmental behaviours and mental health through nature contact for urban youth – a research protocol for a multicountry study using geographic ecological momentary assessment and mental models
(British Medical Journal Publishing Group, 2024-10) Bubalo, Martina; van den Broek, Karlijn; Helbich, Marco; Labib, S M
IntroductionUrban youth are experiencing increasing mental health problems due to diverse personal, social and environmental concerns. Youths’ detachment from natural environments, including green and blue spaces, may intensify such issues further. Contact with nature can benefit mental health and promote pro-environmental behaviour (PEB). Yet, only a few studies assess these relationships among the youth usually ignoring effects of living in diverse urban contexts, and everyday nature experiences. ECO-MIND will investigate whether urban youth’s dynamic greenspace exposure and their mental models about nature connectedness explain the associations between greenspace exposure, mental health and PEB in multiple urban contexts.Methods and analysisWe will collect data from university students from the Global South (ie, Dhaka, Kampala) and Global North cities (ie, Utrecht). Participants aged 18–24 will be recruited through stratified random sampling. We will use geographic ecological momentary assessment to assess respondents’ everyday experiences and exposure to greenspaces. Our definition of greenspace exposure will be based on the availability, accessibility and visibility of greenspaces extracted from satellite and street view images. We will administer a baseline questionnaire to participants about mental health, nature connectedness and PEB characteristics. Further, we will ask participants to build mental models to show their perception of nature connectedness. Finally, we will fit partial least square structural equation models and multi-level models to our longitudinal geographic momentary assessment data.Ethics and disseminationThe study was approved by the Ethical Review Board of the Utrecht University (Geo S-23221). Informed consent must be given freely, without coercion and based on a clear understanding of the participation in the study. Findings will be disseminated in peer-reviewed journals and at conferences. Furthermore, we will implement public engagement activities (eg, panel discussion) to share results among local stakeholders and policymakers and cocreate policy briefs.
Unmasking biases and navigating pitfalls in the ophthalmic artificial intelligence lifecycle: A narrative review
(Public Library of Science, 2024-10-08) Nakayama, Luis Filipe; Matos, João; Quion, Justin; Novaes, Frederico; Mitchell, William Greig; Mwavu, Rogers; Hung, Claudia Ju-Yi Ji; Santiago, Alvina Pauline Dy; Phanphruk, Warachaya; Cardoso, Jaime S; Celi, Leo Anthony
Over the past 2 decades, exponential growth in data availability, computational power, and newly available modeling techniques has led to an expansion in interest, investment, and research in Artificial Intelligence (AI) applications. Ophthalmology is one of many fields that seek to benefit from AI given the advent of telemedicine screening programs and the use of ancillary imaging. However, before AI can be widely deployed, further work must be done to avoid the pitfalls within the AI lifecycle. This review article breaks down the AI lifecycle into seven steps—data collection; defining the model task; data preprocessing and labeling; model development; model evaluation and validation; deployment; and finally, post-deployment evaluation, monitoring, and system recalibration—and delves into the risks for harm at each step and strategies for mitigating them.
Costs and resource distribution of direct services for HIV in Uganda
(British Medical Journal Publishing Group, 2024-10) Ekirapa, Elizabeth; Jordan, Monica; Nong, Thuong; Marton, Tozoe Elaine; Balidawa, Hudson; Ssempala, Richard; Ssebagereka, Anthony; Kagaayi, Joseph; Nandakumar, Allyala; McBain, Ryan K
ObjectiveIn high HIV-burden countries like Uganda, financing and resource allocation for HIV services have rapidly evolved. This study aimed to employ time-driven activity-based costing (TDABC) to examine the allocation of resources and associated costs for HIV care throughout the country.DesignA cross-sectional study.SettingThis study was conducted at 31 health facilities throughout Uganda: 16 level III health centres, 10 level IV health centres and 5 district hospitals.Participants1119 persons receiving HIV services in 2020.MethodsWe conducted TDABC to quantify costs, resource consumption and duration of service provision associated with antiretroviral therapy, prevention of mother-to-child transmission, HIV counselling and testing (HCT), voluntary medical male circumcision (VMMC) and pre-exposure prophylaxis. We also quantified disparities in resource consumption according to client-level and facility-level characteristics to examine equity. Fixed-effects multivariable regression analyses were employed to inspect factors associated with service costs and provider-client interaction time.ResultsThe mean cost of services ranged from US$8.18 per visit for HCT to US$32.28 for VMMC. In terms of disparities, those in the Western region received more provider time during visits compared with other regions (35 more minutes, p<0.001); and those receiving care at private facilities received more provider time compared with public facilities (13 more minutes, p=0.02); and those at level IV health centres received more time compared with those at level III (12 more minutes, p=0.01). Absent consumables, services for older adults (US$2.28 higher, p=0.02), those with comorbidities (US$1.44 higher, p<0.001) and those living in the Western region (US$2.88 higher, p<0.001) were more expensive compared with younger adults, those without comorbidities and those in other regions, respectively. Inclusive of consumables, services were higher-cost for individuals in wealthier households (US$0.83 higher, p=0.03) and those visiting level IV health centres (US$3.41 higher, p=0.006) compared with level III.ConclusionsCosts and resources for HIV care vary widely throughout Uganda. This variation requires careful consideration: some sources of variation may be indicative of vertical and horizontal equity within the health system, while others may be suggestive of inequities.
Reduction in Baseline CD4 Count Testing Following Human Immunodeficiency Virus “Treat All” Adoption in Uganda
(Clinical Infectious Diseases, 2020-05-05) Nasuuna, Esther; Tenforde, Mark . W; Muganzi, Alex; Kigozi, Joanita
Baseline CD4 testing rates declined from 73% to 21% between 2013 and 2018 with adoption of “Treat All” in Uganda. Advanced human immunodeficiency virus (HIV) disease (CD4 count < 200 cells/µL) remained common (24% of those tested in 2018, 83% of whom had World Health Organization stage I/II disease). Despite frequent presentation with advanced HIV disease, CD4 testing has declined dramatically.