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Item Risk factors for road traffic accidents in Gulu Municipality , Uganda .(East African Medical Journal, 2012-10) Pebalo, F. P.; Kwikiriza, N. M.; Kiyita, C.; Mahaba, T.; Muwanga, E.; Tinka, A. A.; Robert, H. T.; Tuhairwe, E.; Odongo-Aginya, E. I.Background: Currently Road Traffic Accidents (RTA) are ranked tenth among the leading causes of death and ninth among all leading causes of disability worldwide. There has been no published study on RTA in Gulu municipality. There is a high frequency of RTA in Gulu municipality with poor road design and inadequate knowledge on road safety precaution among road users. Objectives: To establish the causes of Road Traffic Accidents (RTA), establish the safety measures in place to protect road users to avoid RTA and establish people mostly involved and the mechanism of RTA. Design: A cross-sectional study Settings: Four divisions of Gulu Municipality; Layibi, Laroo, Pece and Bardege. Subjects: Two hundred and forty-two participants including pedestrians, drivers of different categories of vehicles, motorcyclists and bicyclists locally known as bodaboda and the police were interviewed. Results: Most respondents reported RTA as a problem in Gulu municipality (96%),causing death (48%), financial constraint due to medical treatment (41%) and disability(11%). The following causes of RTA were identified; reckless driving and riding (49%), poor road design (24%), drug abuse (15%) and over loading (12%). According to police records of January to September 2009 RTA involved pedestrians (36.34%), passengers (25.80%), motorcyclists (24.88%), pedal cyclists (11.52%) and drivers (3.68%). Conclusion: RTAs is a substantial burden in Gulu municipality in Northern Uganda with reckless driving or riding, poor road design, overloading, double parking, inadequate road safety signs and knowledge, were major risk factors. Efforts to reduce RTA in Gulu municipality should aim at addressing these problems.Item Primary Uterine Perforation with Tcu 380a Intrauterine Device: A Case Report of 32 Years Old Lady in Gulu Hospital(JOURNAL OF CASE REPORTS, 2015-09-20) Pebolo, Francis Pebalo; Ocaya, AnthonyIntroduction: Intrauterine device (IUD) is one of the most frequent methods of modern contraception due to its cost effectiveness and low complication rate. Uterine perforation is among the most serious complication associated with IUD insertion. The incidence of perforation is between 1.3 and 1.6 per 1000 insertion. Objective: To describe a case of primary uterine perforation by TCu 380A intra-uterine device. Method: We report a case of primary uterine perforation in a 32-year-old para 4 lady. She had TCu 380A intrauterine device inserted for contraception. She had sharp lower abdominal pain during the insertion and presented one month post-insertion with persistent lower abdominal pain and pain and increased frequency of passingurine. Result: Ultrasound scan showed an empty endometrial cavity but IUD was noted in right adnexal region. An elective exploratory laparatomy showed IUD embedded into the myometrium just visibly seen in the vesico-uterine peritoneal reflection. Conclusion: Uterine perforation by IUD is a rare but potentially dangerous complication of IUD insertion. Health workers should have high index of suspicion for possible uterine perforation and vesicle involvement if a patient presents with history of persistent lower abdominalpain and urinary symptomsItem Prevalence and factors associated with episiotomy practice among primiparous women in mulago national referral hospital Uganda(International Journal of Pregnancy & Child Birth, 2019-11-01) Pebolo, Pebalo Francis; Ajeani, Judith; Kaye Kabonge, DanBackground; Episiotomy, an obstetric procedure introduced into practice without any clear scientific evidence showing its benefits, became almost a procedure performed on all parturient women. Recently, a liberal episiotomy has been discouraged and WHO recommends an episiotomy rate of about 10% or less. The procedure substantially increases the risk of anal sphincter damage, improper wound healing, hematoma, infections, and perineal pain. The study was aimed at investigating the prevalence and factors associated with episiotomy among primiparous parturients in Mulago National Referral. Methods: A cross-sectional study using a researcher administered questionnaires was conducted in Hospital Obstetrics and Gynecological Department in February and March 2018. Two hundred forty-nine participants were systematically recruited on the first postnatal day after meeting the inclusion criteria and the socio-demographic and obstetric characteristics were recorded. Logistic regression was used to determine the factors associated with the occurrences of episiotomy. Results: The prevalence of episiotomy was 73% (181/249) (CI 67-78). Mothers whose second stage of labor lasted between; 31-60 minutes were 3.6 times more likely to be made an episiotomy, (CI; 1.66-7.86, p=0.001), the odds further doubles if the second stage of labor was prolonged, lasting 60 minutes or greater OR=7.2 (CI; 1.46-35.64, p=0.015). Episiotomy was also found to be associated with gestational age above 37 weeks OR=1.8 (CI; 1.28-2.40 p<0.001). Conclusion: The prevalence of episiotomy among primiparous is high yet higher episiotomy rates are associated with increasing morbidities and lack of benefits. The factors associated with episiotomy practice were gestational age above 37 weeks and prolonged second stage.Item Episiotomy related morbidities measured using redness, edema, ecchymosis, discharge and apposition scale and numerical pain scale among primiparous women in Mulago National Referral Hospital, Kampala, Uganda(Pan African Medical Journal, 2020-08-26) Pebolo, Pebalo Francis; Ajeani, Judith; Kaye Kabonge, DanIntroduction: episiotomy induced inflammatorysigns like redness, edema, ecchymosis and pain may remain beyond the period of hospitalization and can be objectively measured using redness, edema, ecchymosis, discharge and apposition (REEDA) scale. Pain in the postpartum period is a common problem and can be measured using the numerical pain scale (NPS). Episiotomy is normally poorly executed and poorly repaired with little attention to the subtle pain-free scar. Postpartum perineal pain has been found to affect more people with episiotomy compared to spontaneous perineal tears or contusion in the first two weeks. This study was aimed at comparing NPS and REEDA scores in the first two weeks of postpartum among primiparous parturients with or without episiotomy in Mulago National Referral Hospital. Methods: a prospective cohort study conducted by recruiting primiparous women systematically on the first postnatal day and categorizing them into episiotomy and no episiotomy group. NPS and REEDA scale were taken at baseline and 2 weeks postpartum. Results: the mean total REEDA score for primiparous women among the episiotomy group was significantly higher both on day 1 and day 14 with p-values <0.0001 and <0.0001 respectively as well as the day 14 mean NPS pvalue 0.001. Conclusion: episiotomy, a traumatic obstetric procedure, that heals slowly and with persistent perineal pain compare to spontaneous perineal contusion or tears.Item Polycystic ovarian syndrome: diagnostic challenges in resource-poor settings (Ugandan perspectives)(PAMJ Clinical Medicine., 2021-01-29) Pebolo, Francis Pebalo; Auma, Anna Grace; Alobo, GasthonyPolycystic ovarian syndrome is the most common cause of anovulatory infertility accounting for up to 40% of the reasons for visiting a doctor. The Ugandan government has recognized infertility as a major problem affecting over five million people, yet polycystic ovarian syndrome is not included in the Ugandan Clinical Guidelines, hence it´s not part of the Uganda minimum healthcare package. Lack of guidelines means diagnosis is a challenge and many cases have delayed or no diagnosis. Early diagnosis is good for awareness of associated risks such as infertility, dysfunctional uterine bleeding,endometrial cancer, obesity, diabetes, dyslipidemia, hypertension, and cardiovascular diseases. Clinical laboratories are handy in the diagnosis as well as follow-up of PCOS cases and in most rural settings, these are lacking, confounded by the lack of skilled frontline workers such as gynecologists and reproductive endocrinologistsItem Is the 14% cesarean section rate in Gulu Regional Referral Hospital justifiable?(. PAMJ Clinical Medicine, 2021-03-26) Pebolo, Francis Pebalo; Baguma, Steven; Auma, Anna GraceWorldwide, cesarean section (CS) rates haveincreased tremendously in recent years, especially among high-income countries, raising concernsabout the over-utilization of CS without added benefits, and in the sub-Saharan African region, therate is at its lowest (7.3%). In Uganda, the CS rate stands at 6% and is seen to be higher (11%) among first-order births indicating a high incidence of primary CS. Despite the low rate of CS in Uganda,there are massive gaps in the provision of obstetric procedure with some women receiving unnecessary surgeries, and the facility-based CS rate is projected to increase to 32% by end of 2021. Notwithstanding the increasing facility rates of CS, Gulu Regional Referral Hospital (GRRH) rate has remained low in the years 2017-2019, with lower levels maternal mortality ratio and fresh stillbirths´ rates compared to the national average. Prolonged labor is one of the commonest indications for primary CS accounting for more than 50% among nulliparous women and this is linked to progress of labor usually measured using cervical dilatation. World Health Organization (WHO) recommended a change in cervical dilatation from 4cm to 5cm as a threshold for the active phase of the first stage of labor, as away to reduce unnecessary labor intervention including the CS. Lack of standard reporting tools such as the WHO Robson´s ten group classification in Uganda make comparisons of CS rate between/within facility/facilities worrisomely difficult.Item Factors associated with utilization of standard days method of family planning among market vendors in Gulu City(PAMJ Clinical Medicine., 2021-12-09) Acire, Robin; Acidri, Philip; Angolere, Pasquale; Pebalo, Francis PeboloIntroduction: standard days method (SDM) is a family planning method in which users avoid unprotected sexual intercourse during cycle days 8 through 19. Its efficacy is 95% and 88% in perfect and typical use respectively when used among women whose cycles are between 26-32 days. Classified as a modern contraceptive, can be used to bridge the gap brought by fear of side effects, cost, cultural and religious opposition to the modern hormonal method. The study, therefore, seeks to look at the factors associated with choosing or continuing to use SDM as a method of family planning in the Gulu City main market. Methods: this was a cross-sectional analytical study among women of reproductive age in Gulu main. Results: a total of 248 women were included in the final analysis. Women who heard about SDM, understand their menstrual cycle, believe in a high possibility of conception within their cycle, have very good thoughts and good thoughts about the method were more likely to choose or continue using the method; P-values 0.061, 0.08, 0.002,0.001 and, 0.001 respectively. Recommendation to use the method was a positive predictor for using the method, P-value <0.001, meanwhile, some knowledge and little knowledge about the method were negative predictive factors for using SDM, P-values 0.038 and 0.020 respectively. Conclusion: intervention aimed at improving knowledge about SDM among the population may help increase use of SDM to reduce incidences of unintended pregnancies and meet contraceptive unmet needs among women not comfortable using the modern hormonal contraceptives.Item Characteristics of the COVID-19 Patients Treated at Gulu Regional Referral Hospital, Northern Uganda: A Cross-Sectional Study(Journal of Infectious Diseases & Therapy, 2022) Okot, Christopher; Baguma, Steven; Alema Onira, Nelson; Odong Agings, Willis; Arwinyo, Baifa; Elima, James; Apiyo, Paska; Layet, Paska; Pebalo Pebolo, Francis; Acullu, Denis; Oloya, Johnson Nyeko; Oyat, Freddy Wathum Drinkwater; Oola, Janet; Aloyo, Judith; Ikoona, Eric Nzirakaindi; Kitara, David LagoroBackground: Coronavirus Disease 2019 (COVID-19) is a severe respiratory disease that results from infection with a new coronavirus (SARS-CoV-2). One of the most critical issues related to the COVID-19 is the high rate of spread, millions of people have been infected around the world, and hundreds of thousands of people have died till now. However, reports from Africa paint a different picture of the SARS-CoV-2 and its effects on the population. Objectives: The objective of this study was to describe the characteristics of the COVID-19 patients treated at the Gulu Regional Referral Hospital and determine factors associated with COVID-19 manifestations, socio-demographic characteristics, and treatment outcomes from March 2020 to October 2021. Methods: A retrospective data abstraction of all COVID-19 hospital admissions registered in the Gulu Health Management Information System (HMIS) database and other tools were conducted. The period of study was from March 2020 to October 2021. Data that met the inclusion criteria were consecutively abstracted from the Gulu Hospital HMIS database. A local IRB approved the study. SPSS version 25.0 was used for data analysis, and a p-value of 0.05 was considered significant. Results: Data suggests there were three waves of COVID-19 in Uganda. Those with comorbidities, e.g., Diabetes mellitus 38(5.7%), hypertension 83(12.5%), cardiovascular diseases 58(8.7%), HIV and AIDS 61(9.2%), and other comorbidities such as liver cirrhosis and Hepatitis B 40(6.0%) were more susceptible and presented with more severe forms of the disease. Antibiotics 662(99.7%), steroids 73(11.0%), vitamin C 564(84.9%), Ivermectin 7(1.1%), and Vitamin D 24(3.6%) were the most used medicines for the treatment of COVID-19 patients. Most COVID-19 patients were unvaccinated 661(99.5%). However, the recovery rate was 632(95.2%). The commonest complications were pneumonia 60(9.0%), chronic fatigue 49(7.4%), acute respiratory distress syndrome (ARDS) 37(5.6%), depression 20(3.0%), systemic infections 19(2.9%), nightmares 15(2.3%) and septic shock 8(1.2%). The Adjusted Odds Ratios (AOR) on factors associated with recovery were treatment with steroids AOR=138.835 at 95% CI:12.258-1572.50;p<0.000 and Vitamin D AOR=31.4780 at 95% CI:1.902520.98; p=0.016. Conclusion: This study showed successful management of COVID-19 patients in low-resource settings with a recovery rate of 95.2%. The admission pattern suggests Uganda had three waves of COVID-19, contrary to the official government position of two. Treatment with steroids and Vitamin D is associated with the recovery among COVID-19 patients. There is a need to conduct more extensive studies on the role played by the two drugs in the successful recovery of COVID-19 patients.Item Prediction of Preeclampsia Using Routinely Available Care: A Review of Literature(Journal of African Interdisciplinary Studies, 2022-01) Silvia Awor; Rosemary Byanyima; Benard Abola; Annettee Nakimuli; Christopher Garimoi Orach; Paul Kiondo; Dan Kaye; Jasper Ogwal-OkengWomen of Afro-Caribbean racial origin are at increased risks of adverse pregnancy outcomes including preeclampsia. This is probably related to low socio-economic status among these communities. With limited resources allocated for health care, there has been a growing need to predict preeclampsia to enable frequent follow up of those at risk, for early diagnosis and treatment to minimize adverse outcomes. Risk prediction models have been developed in some parts of Africa, using maternal history and physical examination, uterine artery Doppler sonography, maternal full haemogram, liver and renal function tests with at least 50% accuracy and 70% AUC. The study concludes that routine prediction of preeclampsia in Africa is limited, although with a potential to save lives.Item Utilization of cervical cancer screening services and associated factors among HIV positive women receiving care at an antiretroviral therapy clinic in Gulu Regional Referral Hospital(PAMJ Clinical Medicine, 2022-02-22) Gwokyalya, Ginall Bagala; Ayebazibwe, Ambrose; Kinyera, Cynthia; Nabanoba, Shamirah; Pebalo, Francis PeboloIntroduction: cervical cancer is the 3rd most common cancer among women globally,accounting for 7.9% of all cancers in women, and the leading cause of gynecological cancer deathsin low to middle-income countries, resulting in 85% of cancer-related deaths in sub-Saharan Africa. It isknown to be caused by the human papillomavirus (HPV). Co-infection with HIV makes women more susceptible to premalignant lesions of the cervix and faster progression to cervical cancer.Screening services are relatively low among women living with HIV despite this elevated risk.This study aimed to assess the level of utilization of cervical cancer screening services and associatedfactors among HIV-positive women receiving care at Gulu Regional Referral Hospital. Methods: across-sectional study was conducted among HIVpositive women receiving care at Gulu Regional Referral Hospital antiretroviral therapy clinic. Results: a total of 160 women were recruited; 70(43.75%) had screened at least once and almost half 34 (48.5%) of those that had screened did so because they were aware of being at risk of getting cervical cancer, 33 (47.14%) or knew of someone suffering from cervical cancer. Half 45(50%) of those that had not screened was due to alack of knowledge about cervical cancer screening.However, 83 (92%) of those who had not screened were willing to screen if services were integrated into the ART clinic. The main source of the screening information was from health workers, 47(67.14%), and more than half got screened from government health facilities and 42 (60%). Conclusion: there is a generally low level of utilization of cervical cancer screening services among HIV-positive women. Healthcare providers were the main source of information, this can form the basis of health education including information related to the national cervical cancer screening program among HIV-positive women. Integrationof cervical cancer screening services within the ART clinic will promote utilization among this highly susceptible groupItem Healthcare providers’ attitude towards abortion service provision in Gulu city, Northern Uganda(International Journal of Sexual and reproductive Health care, 2022-06-07) Pebolo, Pebalo Francis; Obol, James Henry; Auma, Grace AnnaBackground: Although induced abortion is legally allowed on various grounds in several sub-Saharan African countries, health care providers in these countries often persist in viewing induced abortion as immoral. Providers’ attitudes may confl ict with the national abortion law or their personal and or religious values. Abortion services are severely restricted and highly contentious in Uganda. This study, therefore, is aimed at determining attitudes among healthcare providers on induced abortion service provision in Gulu City. Procedures: A cross-section survey was conducted among health workers about attitudes toward induced abortion between September and November 2019 using a modified abortion attitudinal score. The study was conducted in the Hospitals and Health centers in Gulu City, in Northern Uganda, the participants were drawn from Public, Private non-for-profi t faith-based, Private for Profi t and, Private non-for-profi t Non-Government Organisation health centers. Findings: A total of 252 health care providers were surveyed. The mean attitudinal score for generally in support, generally not in support, conditional in support,personal attitude, and beliefs against and toward abortion provision were 2.80, 2.71, 2.86, 3.239, and 3.35 respectively. Factors that were positively associated with general support included age 40 years and above; and being employed in private non-for-profi t non-governmental health facilities, with coeffi cients of 0.85 and 0.67 respectively.Factors that were positively associated with conditional support were; age 40years or above; being employed in a non for profi t non-governmental health facility; private for-profi t and private not-for-profi t faith-based health facilities coeffi cients 0.55, 0.54, 0.40, and 0.37 respectively. However, being a born-again Christian was negatively associated with general support for induced abortion provision. Conclusion: Healthcare providers’ attitude is an important element in the provision of quality stigma-free post-abortion care services. A clear national effort to improve post-abortion and comprehensive abortion care training should include value clarifi cation and attitude transformation among all healthcare providers.Item Perceptions of COVID-19 vaccination among different adult age group populations in Northern Uganda. A cross-sectional study.(Research squares, 2022-07-14) Oloya, Johnson Nyeko; Baguma, Steven; Okot, Christopher; Alema, Nelson Onira; Acullu, Denis; Ochula, Denis; Atim, Pamela; Olwedo, Patrick Odong; Okot, Smart Godfrey; Pebolo, Francis Pebalo; Freddy Wathum Drinkwater Oyat, Freddy Wathum Drinkwater; Ikoona, Eric Nzirakaindi; Aloyo, Judith; Oballim, Lawence; Kitara, David LagoroIntroduction: Although COVID-19 first spread slowly in the African continent, confirmed virus cases have risen steadily since March 2020. The rapid spread of SARS-CoV-2 can be attributed to its numerous characteristics, including its high transmissibility, asymptomatic persons’ ability to shed the virus, vast numbers of asymptomatic persons, or mild symptoms but with the ability to transmit the virus, new variants, and super-spreading events. Poor public health practices,disbeliefs, myths, and misconceptions about the virus and its origin in many African communities are the other reasons for its rapid spread. This study aimed to determine the perceptions of the adult population in northern Uganda on the COVID-19 vaccine acceptance, disaggregated by age groups. Methods: A cross-sectional study was conducted between March and April 2022 to assess COVID-19 vaccine acceptance among seven hundred and twentythree adult populations selected randomly from the nine districts of the Acholi sub-region. A five-point Likert scale with responses categorized as Strongly Agree, "SA," Agree, "A," Neutral, "N," Disagree, "DA," and Strongly Disagree, "SD" was used to assess participants' acceptance of the COVID-19 vaccines. Ethical approval was obtained from a local IRB, and SPSS version 20.0 was used to perform multivariable logistic regression to identify factors associated with vaccine acceptance. A p-value less than 0.05 was considered significant. Results: The most significant finding was that COVID-19 vaccine acceptance among the adult population in northern Uganda disaggregated by age groups was not statistically significant (χ2=3.956; p=0.142). COVID-19 vaccine acceptance among the age groups was associated with trust in the information from the mainstream media χ2=20.105; p=0.000; Government of Uganda χ2=19.900; p=0.028 and social media 10.745; p=0.030. The independent predictors on perceptions of the COVID-19 vaccine acceptance among age groups were; Participants strongly agreed on its importance to protect them from the virus AoR=4.99;95% CI:1.626-15.337;p=0.005; Agreed that the vaccine would protect them from the virus AoR=3.44;95%CI:1.225-9.650;p=0.019; strongly agreed that the side effects of the vaccine would stop them from receiving the vaccine AoR=0.330; 95%CI:0.125-0.856; p=0.023; They were neutral on whether the side effects of the COVID-19 vaccine would stop them from getting a COVID-19 jab AoR= 0.320; 95%CI:0.108-0.952;p=0.027; would not accept to pay for the COVID-19 vaccine AoR=0.280;95%CI:0.093-0.866; p=0.027; Agreed that children could take a COVID-19 vaccine AoR= 0.260; 95%CI:0.105-0.626;p=0.003; Strongly agreed that children could return to school before the COVID-19 vaccination AoR= 2.330; 95%CI:1.103-4.916;p=0.027; and agreed that children could return to school before taking COVID-19 vaccines AoR= 3.320; 95%CI:1.225-9.014;p=0.018. Conclusion: COVID-19 vaccine acceptance among the study population disaggregated by age group was not significant despite the disinformation and misinformation in the Ugandan media. The independent determinants of COVID-19 vaccine acceptance were the importance of the vaccine in protecting against the virus, that the vaccine’s side effects could stop them from taking the vaccine, and that children could take the COVID-19 jab but could return to school before taking the COVID-19 jab. The fear of family members contracting the virus and self-isolation when infected contributed significantly to the COVID-19 vaccine acceptance among participants in northern Uganda. There is a need for health managers to engage, sensitize and mobilize the population by addressing concerns about long-term and immediate side effects to increase the COVID-19 vaccine uptake in this community.Item Perceptions of COVID-19 vaccine among different adult age group populations in Northern Uganda: a cross-sectional study(Journal of Global Health Reports., 2022-07-28) Kitara, David L; Baguma, Steven; Okot, Christopher; Acullu, Denis; Ochula, Denis; Okot, Pamela A; Odong, Patrick O; Okot, Smart G; Pebolo, Francis P; Oyat, Freddy W Drinkwater; Ikoona, Eric N; Alema, Nelson O; Oloya, Johnson N; Aloyo, Judith; Oballim, LawenceBackground: At the time when COVID-19 was declared a pandemic in March 2020, its spread in the African continent was slow. However, confirmed cases of the virus have since risen steadily over the years in the African continent for many reasons. This study aimed to determine factors associated with perceptions of COVID-19 vaccines among adult age-group populations in northern Uganda. Methods: We conducted this study as part of a larger study to determine factors associated with COVID-19 vaccine hesitancy/acceptance among 723 adult age-group populations selected by stratified and systematic sampling approaches from northern Uganda. We used a questionnaire with an internal validity of Cronbach’s α= 0.772. A five-point Likert scale, with responses categorized as strongly agree “SA”, agree “A”, neutral “N”, disagree “DA”, and strongly disagree “SD”, was used to assess participants’ perceptions on COVID-19 vaccines. A multivariable regression analysis was conducted with P-value set at <0.05. Results: Overall, 723 participated in the study with a mean age of 31.4 years (standard deviation,SD, +10.1). The majority 54.5% (n=394) were males. There were no significant differences in perceptions of COVID-19 vaccines among age-group populations (adjusted odds ratio, aOR=0.99, 95% confidence interval, CI=0.98-1.01). Key finding include: (i) it was important to take a COVID-19 vaccine (aOR=1.02, 95% CI=1.00-1.04); (ii) vaccines have unlikely unforeseen side effects (aOR=0.98, 95% CI=0.97-0.99); (iii) vaccines were unlikely being promoted for commercial gains (aOR=0.98, 95% CI=0.97-0.99); and children could take COVID-19 vaccines (aOR=1.02, 95% CI=1.00-1.03). Stratified by age-groups, the 20–29-year-old perceived COVID-19 vaccines developed in Uganda as unlikely safe and effective (aOR=0.59, 95% CI=0.35-0.97), and COVID-19 vaccines have likely unforeseen side-effects (aOR=2.1, 95% CI=1.3-3.6). While the ≥50-year-old group perceived that COVID-19 vaccines were unlikely being promoted for commercial gains (aOR=0.2, 95% CI=0.1-0.6). Conclusions: There were no substantial differences in perceptions on COVID-19 vaccines in adult age-group populations in northern Uganda. The determinants of COVID-19 vaccine perceptions were its importance against the virus; vaccines have unlikely unforeseen side-effects, and children could take it. Stratified by age-groups, some age-groups perceived COVID-19 vaccines developed in Uganda as unlikely safe and unlikely being promoted for commercial gainsItem Prediction of low birth weight at term in low resource setting of Gulu city, Uganda: a prospective cohort study(PAMJ, 2022-11-08) Silvia Awor; Rosemary Byanyima; Benard Abola; Paul Kiondo; Christopher Garimoi-Orach; Jasper Ogwal-Okeng; Annettee Nakimuli; Dan Kabonge KayeIntroduction: despite the widespread poverty in Northern Uganda resulting in undernutrition, not all mothers deliver low birth weight babies. Therefore, we developed and validated the risk prediction models for low birth weight at term in Northern Uganda from a prospective cohort study. Methods: one thousand mothers were recruited from 16 - 24 weeks of gestation and followed up until delivery. Six hundred and eighty-seven mothers delivered at term. The others were either lost to follow-up or delivered preterm. Used proportions to compute incidence of low birth weight at term, build models for prediction of low birth weight at term in RStudio. Since there were few low birth weight at term, were generated synthetic data using ROSE-package in RStudio by over-sampling low birth weights and under sampling normal birth weights and evaluated the model performance against the synthetic data using K (10) - fold cross-validation. Results: mean age was 26.3 years with an average parity of 1.5. Their mean body mass index was 24.7 and 7.1% (49 of 687) had lateral placenta. The incidence of low birth weight was 5.7% (39 of 687). Predictors of low birth weight were gravidity, level of education, serum alanine aminotransferase (ALT), serum gamma-glutamyl transferase (GGT), lymphocyte count, placental location, and enddiastolic notch in the uterine arteries. This predicted low birth weight at term by 81.9% area under the curve (AUC), 76.1% accuracy, 72.9% specificity, and 79.1% sensitivity. Conclusion: A combination of gravidity, level of education, serum ALT, serum GGT, lymphocyte count, placental location, and end-diastolic notch in the uterine arteries can be used for screening for low birth weight in prenatal clinics for screening low birth weight at term.Item Prediction of low birth weight at term in low resource setting of Gulu city, Uganda: a prospective cohort study(PAMJ, 2022-11-08) Silvia Awor; Rosemary Byanyima; Benard Abola; Paul Kiondo; Christopher Garimoi-Orach; Jasper Ogwal-Okeng; Annettee Nakimuli; Dan Kabonge KayeIntroduction: despite the widespread poverty in Northern Uganda resulting in undernutrition, not all mothers deliver low birth weight babies. Therefore, we developed and validated the risk prediction models for low birth weight at term in Northern Uganda from a prospective cohort study. Methods: one thousand mothers were recruited from 16 - 24 weeks of gestation and followed up until delivery. Six hundred and eighty-seven mothers delivered at term. The others were either lost to follow-up or delivered preterm. Used proportions to compute incidence of low birth weight at term, build models for prediction of low birth weight at term in RStudio. Since there were few low birth weight at term, were generated synthetic data using ROSE-package in RStudio by over-sampling low birth weights and under sampling normal birth weights, and evaluated the model performance against the synthetic data using K (10) - fold cross-validation. Results: mean age was 26.3 years with an average parity of 1.5. Their mean body mass index was 24.7 and 7.1% (49 of 687) had lateral placenta. The incidence of low birth weight was 5.7% (39 of 687). Predictors of low birth weight were gravidity, level of education, serum alanine aminotransferase (ALT), serum gamma-glutamyl transferase (GGT), lymphocyte count, placental location, and end diastolic notch in the uterine arteries. This predicted low birth weight at term by 81.9% area under the curve (AUC), 76.1% accuracy, 72.9% specificity, and 79.1% sensitivity. Conclusion: a combination of gravidity, level of education, serum ALT, serum GGT, lymphocyte count, placental location, and end-diastolic notch in the uterine arteries can be used for screening for low birth weight in prenatal clinics for screening low birth weight at term.Item Prediction of stillbirth low resource setting in Northern Uganda(BMC, 2022-11-19) Silvia Awor; Rosemary Byanyima; Benard Abola; Paul Kiondo; Christopher Garimoi Orach; Jasper Ogwal‑Okeng; Dan Kaye; Annettee NakimuliBackground: Women of Afro-Caribbean and Asian origin are more at risk of stillbirths. However, there are limited tools built for risk-prediction models for stillbirth within sub-Saharan Africa. Therefore, we examined the predictors for stillbirth in low resource setting in Northern Uganda. Methods: Prospective cohort study at St. Mary’s hospital Lacor in Northern Uganda. Using Yamane’s 1967 formula for calculating sample size for cohort studies using finite population size, the required sample size was 379 mothers. We doubled the number (to>758) to cater for loss to follow up, miscarriages, and clients opting out of the study dur‑ ing the follow-up period. Recruited 1,285 pregnant mothers at 16–24 weeks, excluded those with lethal congenital anomalies diagnosed on ultrasound. Their history, physical findings, blood tests and uterine artery Doppler indices were taken, and the mothers were encouraged to continue with routine prenatal care until the time for delivery. While in the delivery ward, they were followed up in labour until delivery by the research team. The primary outcome was stillbirth 24+weeks with no signs of life. Built models in RStudio. Since the data was imbalanced with low stillbirth rate, used ROSE package to over-sample stillbirths and under-sample live-births to balance the data. We cross-vali‑ dated the models with the ROSE-derived data using K (10)-fold cross-validation and obtained the area under curve (AUC) with accuracy, sensitivity and specificity. Results: The incidence of stillbirth was 2.5%. Predictors of stillbirth were history of abortion (aOR=3.07, 95% CI 1.11—8.05, p=0.0243), bilateral end-diastolic notch (aOR=3.51, 95% CI 1.13—9.92, p=0.0209), personal history of preeclampsia (aOR=5.18, 95% CI 0.60—30.66, p=0.0916), and haemoglobin 9.5 – 12.1 g/dL (aOR=0.33, 95% CI 0.11—0.93, p=0.0375). The models’ AUC was 75.0% with 68.1% accuracy, 69.1% sensitivity and 67.1% specificity. Conclusion: Risk factors for stillbirth include history of abortion and bilateral end-diastolic notch, while haemoglobin of 9.5—12.1 g/dL is protective.Item Invasive Fungal Diseases in Africa:(MDPI, 2022-11-22) Bongomin, Felix; Ekeng, Bassey E.; Kibone, Winnie; Nsenga, Lauryn; Olum, Ronald; Itam-Eyo, Asa; Ngouanom Kuate, Marius Paulin; Pebolo, Francis Pebalo; Davies, Adeyinka A; Manga, Musa; Ocansey, Bright; Kwizera, Richard; Baluku, Joseph BaruchInvasive fungal diseases (IFDs) are of huge concern in resource-limited settings, particularly in Africa, due to the unavailability of diagnostic armamentarium for IFDs, thus making definitive diagnosis challenging. IFDs have non-specific systemic manifestations overlapping with more frequent illnesses, such as tuberculosis, HIV, and HIV-related opportunistic infections and malignancies. Consequently, IFDs are often undiagnosed or misdiagnosed. We critically reviewed the available literature on IFDs in Africa to provide a better understanding of their epidemiology, disease burden to guide future research and interventions. Cryptococcosis is the most encountered IFD in Africa, accounting for most of the HIV-related deaths in sub-Saharan Africa. Invasive aspergillosis, though somewhat underdiagnosed and/or misdiagnosed as tuberculosis, is increasingly being reported with a similar predilection towards people living with HIV. More cases of histoplasmosis are also being reported with recent epidemiological studies, particularly from Western Africa, showing high prevalence rates amongst presumptive tuberculosis patients and patients living with HIV. The burden of pneumocystis pneumonia has reduced significantly probably due to increased uptake of anti-retroviral therapy among people living with HIV both in Africa, and globally. Mucormycosis, talaromycosis, emergomycosis, blastomycosis, and coccidiomycosis have also been reported but with very few studies from the literature. The emergence of resistance to most of the available antifungal drugs in Africa is yet of huge concern as reported in other regions. IFDs in Africa is much more common than it appears and contributes significantly to morbidity and mortality. Huge investment is needed to drive awareness and fungi related research especially in diagnostics and antifungal therapy.Item Correlates and prevalence of overweight and obesity among women of reproductive age (15-49 years) in Sierra Leone. A secondary data analysis of the demographic health survey of 2019(2023-07-12) Okot Atim, Pamela; Alema, Nelson Onira; Pebolo, Francis Pebalo; Okot, Christopher; Ochula, Denis; Okot, Smart Geoffrey; Ikoona, Eric Nzirakaindi; Toure, Mame Awa; Namulemo, Lucy; Kamara, Kassim; Oyat, Freddy Wathum Drinkwater; Aloyo, Judith; Njenga, Amon; Kaluya, Ronald; Matovu, John Bosco; Olal, Emmanuel; Kitara, David LagoroBackground: Overweight and obesity are emerging public health problems globally and are independent risk factors for heart, blood vessels, reproductive health, and metabolic disorders. This study aimed to determine the correlates and prevalence of overweight and obesity among women of reproductive age (15-49 years) in Sierra Leone using secondary data analysis of the Demographic Health Survey of 2019. Methods: This study was based on the 2019 Sierra Leone Demographic Health Survey (SLDHS) that used a two-stage stratified cluster sampling technique. A total of 7514 non-pregnant women of reproductive age (15-49 years) were used in the analysis. Simple descriptive, bivariable, and multivariable regression analyses were conducted with a significant p-value set at <0.05. Results: The prevalence of overweight and obesity among women of reproductive age in Sierra Leone was 19.7% and 7.4%, respectively. Overweight was more likely among women of 15-19 age group (adjusted Odds Ratios, aOR=1.933,95%CI:1.532- 2.348;p<0.001); women from the north (aOR=1.308,95%CI:1.104-1.581;p<0.006); women without formal education (aOR=1.211,95%CI:1.009-1.454;p<0.040); in poorest (aOR=1.501,95%CI:1.231-1.853;p<0.001) and poorer (aOR=1.419,95%CI:1.154-1.745;p=0.001) wealth indices. However, overweight was 39.9% less likely among 30-39-year (aOR=0.601,95%CI:0.507-0.713;p<0.001) and 49% less likely among 40-49-year (aOR=0.510,95%CI:0.415-0.628;p<0.001) age-groups. It was 27.3% less likely among married women (aOR=0.727,95%CI:0.613-0.863;p<0.001), 24.9% less likely in the south (aOR=0.751,95%CI:0.623-0.911;p=0.002), 38.2% and 48.7% less likely in richer (aOR=0.618,95%CI:0.494-0.773;p<0.001) and richest (aOR=0.513,95%CI:0.389-0.677;p<0.001) wealth indices, respectively. Also, obesity was more likely among women 15-19-year (aOR=2.051,95%CI:1.316-3.198;p=0.002); from the north (aOR=1.426,95%CI:1.038-1.958;p=0.044); in poorest (aOR=2.390,95%CI:1.618-3.532;p<0.001) and poorer (aOR=1.667,95%CI:1.151- 2.415;p=0.007) wealth indices. However, it was 68.3% and 79.6% less likely among women 30-39-year (aOR=0.317,95%CI:0.241-0.419;p<0.001) and 40-49-year (aOR=0.204,95%CI:0.149-0.278;p<0.001) age-groups, respectively. It was 36.8% less likely among female-headed households (aOR=0.732,95%CI:0.590-0.909;p=0.005) and 24% less likely among married women (aOR=0.760,95%CI:0.580-0.995;p=0.046); 26.2% less likely in the south (aOR=0.738,95%CI:0.550-0.992;p=0.044); 62.1% and 75.9% less likely in richer (aOR=0.379,95%CI:0.266-0.540;p<0.001) and richest (aOR=0.241,95%CI:0.159-0.367;p<0.001) wealth indices, respectively; and 39.9% less likely among women who listened to radios (aOR=0.601,95%CI:0.507-0.713;p<0.001). Conclusion: The prevalence of overweight and obesity among women of reproductive age (15-49 years) in Sierra Leone was higher compared to world data. Younger age groups, northern region, poorest and poorer wealth indices, and women without formal education were more likely to be overweight and obese. However, overweight and obesity were less likely among older age-groups, married, southern region, richer and richest wealth indices, female-headed households, and listening to radios. There is an urgent need for policymakers in Sierra Leone to tackle overweight and obesity among women of reproductive age (15-49 years) if the current trends are to be reversed.Item Prevalence of Teenage Pregnancy and Associated Factors in Agago District, Uganda:(Taylor & Francis, 2023-08-07) Okot, Christopher; Laker, Florence; Okwir Apio, Pamela; Madraa, Grace; Kibone, Winnie; Pebolo, Francis Pebalo; Bongomin, FelixBackground: Teenage pregnancy remains a common public health and social problem associated with negative health outcomes. Wedetermined the prevalence and factors associated with teenage pregnancy among teenage girls aged 13–17 years in Agago district,Uganda. Methods: We conducted a community-based, cross-sectional study between October and November 2020 in Lapono Sub-County, Agago district among teenage girls 13–17 years. Multi-stage sampling technique was used. Parishes, villages, and households were randomly selected (computer generated random numbers were used for household selection). In each household, one participant was randomly selected for interview and pregnancy testing. We collected data on socio-demographic factors using a pre-tested semistructured questionnaire. All eligible participants were tested for urine human chorionic gonadotropin (hCG). Multivariable logistic regression analysis was done to determine independent predictors of teenage pregnancy, with p<0.05 considered statistically significant. Results: A total of 289 eligible participants, with a mean age of 15.1±1.5 years, were enrolled. Most (n=246, 81.5%) participants had attained primary education, 18 (6.2%) were married, 41 (14.2%) used alcohol, 62 (21.5%) had a history of sexual intercourse and 32 (11.1%) were sexually abused. The prevalence of teenage pregnancy was 2.8% (n=8). Factors significantly associated with teenage pregnancy were alcohol consumption (adjusted odds ratio (aOR): 13.2, 95% Confidence Interval (95% CI): 1.7–100.6, p=0.013) and having secondary/tertiary education (aOR: 10.2, 95% CI: 1.5–71.9, p=0.02). Conclusion: The study findings suggest that teenage pregnancy is still a public health and social problem in Agago district, Uganda. Interventions discouraging alcohol consumption and promoting education among teenagers are key in addressing the burden of teenage pregnancies in the district.Item Pre-exposure prophylaxis use among female sex workers in Gulu city, Uganda:(Sage Publications, 2023-08-14) Bongomin, Felix; Kibone, Winnie; Okot, Jerom; Ouma, Simple; Madraa, Grace; Ojara, Francis Williams; Musoke, David; Pebalo, Francis PeboloBackground: Pre-exposure prophylaxis (PrEP) is an important intervention for reducing the risk of HIV transmission among high-risk populations such as female sex workers in Africa, where HIV prevalence remains high. We aimed to assess the use of PrEP among female sexworkers in Gulu, Uganda. Methods: In this community-based cross-sectional study, we included HIV-negative female sex workers purposely selected from hotspots within Gulu city, Uganda between February and March 2023. A semi-structured questionnaire was administered to collect data on sociodemographic characteristics, reproductive data, sexual practices, and self-reported PrEP use in the past 3months. Symptoms of depression were screened using Patient Health Questionnaire-2 tool. Predictors of PrEP use was determined using modified Poisson regression analysis model. p<0.05 was considered statistically significant. Results: We enrolled 273 female sex workers with a median age of 27 (interquartile range:24–32) years. Overall, 181 (66.3%) participants used PrEP. PrEP use was associated with;regular source of income beside sex work [adjusted prevalence ratio (aPR): 3.7, 95% confidence interval (CI): 2.11–6.35, p<0.001], being in a polygamous marriage (aPR: 6.9, 95% CI: 1.32–35.77, p=0.022), practicing sex work in both rural and urban areas (aPR: 2.5, 95% CI:1.49–4.35, p<0.001), having symptoms of depression (aPR: 3.3, 95% CI: 1.43–7.74, p=0.005), and use of postexposure prophylaxis (PEP) in the past 12months (aPR: 0.31, 95% CI: 0.17–0.59,p<0.001). Conclusion: Almost two in three of the female sex workers in Gulu city were currently using PrEP. Previous use of PEP was associated with lower use of PrEP. These findings suggest the need for targeted interventions to increase PrEP uptake and decrease HIV acquisition in this high-risk population among female sex workers, especially those with low income and limited access to healthcare.
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