Pub Date : 2024-01-05eCollection Date: 2023-01-01DOI: 10.12688/gatesopenres.14033.2
Eric M Foote, Farjana Jahan, Mahbubur Rahman, Sarker Masood Parvez, Tasnim Ahmed, Rezaul Hasan, Farzana Yeasmin, Shams El Arifeen, Sk Masum Billah, Md Mahbubul Hoque, Mohammod Shahidullah, Muhammad Shariful Islam, Vinod K Bhutani, Gary L Darmstadt
Background: Extreme hyperbilirubinemia leading to neurologic disability and death is disproportionately higher in low- and middle-income countries (LMIC) such as Bangladesh, and is largely preventable through timely treatment. In LMICs, an estimated half of all newborns are born at home and few receive screening or treatment for hyperbilirubinemia, leading to 6 million newborns per year who need phototherapy treatment for hyperbilirubinemia but are untreated. Household screening and treatment for neonatal hyperbilirubinemia with phototherapy administered by a trained community health worker (CHW) may increase indicated treatment for neonatal hyperbilirubinemia in comparison to the existing care system in Bangladesh.
Methods: 530 Bangladeshi women in their second or third trimester of pregnancy from the rural community of Sakhipur, Bangladesh will be recruited for a cluster randomized trial and randomized to the intervention arm - home screening and treatment for neonatal hyperbilirubinemia - or the comparison arm to receive usual care. In the intervention arm, CHWs will provide mothers with two prenatal visits, visit newborns by 2 days of age and then daily for 3 days to measure transcutaneous bilirubin (TcB) and monitor for clinical danger signs. Newborns without danger signs but with a TcB above the treatment threshold, but >15 mg/dL will be treated with light-emitting diode (LED) phototherapy at home. Newborns with danger signs or TcB ≥15 mg/dL will be referred to a hospital for treatment. Treatment rates for neonatal hyperbilirubinemia in each arm will be compared.
Conclusion: This study will evaluate the effectiveness of CHW-led home phototherapy to increase neonatal hyperbilirubinemia treatment rates in rural Bangladesh. LMICs are expanding access to postnatal care by using CHWs, and our work will give CHWs a curative treatment option for neonatal hyperbilirubinemia. Similar projects in other LMICs can be pursued to dramatically extend healthcare access to vulnerable newborns with hyperbilirubinemia.
{"title":"Community health worker-led household screening and management of neonatal hyperbilirubinemia in rural Bangladesh: a cluster randomized control trial protocol.","authors":"Eric M Foote, Farjana Jahan, Mahbubur Rahman, Sarker Masood Parvez, Tasnim Ahmed, Rezaul Hasan, Farzana Yeasmin, Shams El Arifeen, Sk Masum Billah, Md Mahbubul Hoque, Mohammod Shahidullah, Muhammad Shariful Islam, Vinod K Bhutani, Gary L Darmstadt","doi":"10.12688/gatesopenres.14033.2","DOIUrl":"10.12688/gatesopenres.14033.2","url":null,"abstract":"<p><strong>Background: </strong>Extreme hyperbilirubinemia leading to neurologic disability and death is disproportionately higher in low- and middle-income countries (LMIC) such as Bangladesh, and is largely preventable through timely treatment. In LMICs, an estimated half of all newborns are born at home and few receive screening or treatment for hyperbilirubinemia, leading to 6 million newborns per year who need phototherapy treatment for hyperbilirubinemia but are untreated. Household screening and treatment for neonatal hyperbilirubinemia with phototherapy administered by a trained community health worker (CHW) may increase indicated treatment for neonatal hyperbilirubinemia in comparison to the existing care system in Bangladesh.</p><p><strong>Methods: </strong>530 Bangladeshi women in their second or third trimester of pregnancy from the rural community of Sakhipur, Bangladesh will be recruited for a cluster randomized trial and randomized to the intervention arm - home screening and treatment for neonatal hyperbilirubinemia - or the comparison arm to receive usual care. In the intervention arm, CHWs will provide mothers with two prenatal visits, visit newborns by 2 days of age and then daily for 3 days to measure transcutaneous bilirubin (TcB) and monitor for clinical danger signs. Newborns without danger signs but with a TcB above the treatment threshold, but >15 mg/dL will be treated with light-emitting diode (LED) phototherapy at home. Newborns with danger signs or TcB ≥15 mg/dL will be referred to a hospital for treatment. Treatment rates for neonatal hyperbilirubinemia in each arm will be compared.</p><p><strong>Conclusion: </strong>This study will evaluate the effectiveness of CHW-led home phototherapy to increase neonatal hyperbilirubinemia treatment rates in rural Bangladesh. LMICs are expanding access to postnatal care by using CHWs, and our work will give CHWs a curative treatment option for neonatal hyperbilirubinemia. Similar projects in other LMICs can be pursued to dramatically extend healthcare access to vulnerable newborns with hyperbilirubinemia.</p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"7 ","pages":"58"},"PeriodicalIF":0.0,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11249711/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141626452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-03DOI: 10.12688/gatesopenres.15078.1
Victoria Boydell, Kelsey Quinn Wright, Shatha Elnakib, Christine Galavotti
Background Understanding people’s motivation and need for modern contraception is critical to ensuring access to quality rights-based contraceptive care and supporting reproductive justice. Current population level measures of contraception demand are proving limited; but there is a promising, more person-centred alternative - intention to use (ITU) contraception. ITU captures a person’s self-reported preferences and could better predict contraceptive use. This systematic review examines whether ITU predicts future contraceptive use and may be a better way to estimate desire to use contraception. Methods We searched PubMed, PsycInfo, Web of Science, and the Cochrane Collaboration to identify studies published from 1975-2020 that: (1) examined contraceptive behaviour, (2) included measures of ITU and future contraceptive use, and (3) included at least one quantitative measure of association between ITU and actual use. The inclusion criteria were: 1) examined contraceptive behaviour (excluding condom use only), (2) included disaggregated integral measures of ITU contraceptives and later contraceptive use, (3) included at least one quantitative measure of the association between ITU contraceptives and actual contraceptive use, (4) study population was women of reproductive age, (5) were peer-reviewed, and (6) written in English. Results 10 prospective cohort studies were included. Six indicated significant, increased, unadjusted odds of subsequent contraceptive use after reporting ITU. Of those, three reported adjusted values for contraceptive use across several covariates that were also significant and positive. The range of potential confounding factors indicate that contraceptive behaviour is a complex psychosocial process shaped by individual and contextual factors. Conclusions People’s self-reported ITU contraception have the potential to be a strong predictor of subsequent contraceptive use. Few studies directly examined the relationship between ITU and contraceptive uptake and recruitment was primarily pregnant or postpartum samples. Further high-quality research measuring the relationship between ITU and contraceptive use using standardized measures and variables are needed.
背景 了解人们对现代避孕药具的动机和需求,对于确保获得基于权利的优质避孕护理和支持生殖公正至关重要。事实证明,目前对避孕需求的人口水平测量是有限的;但有一种前景广阔、更以人为本的替代方法--避孕药具使用意向(ITU)。ITU 反映了个人自我报告的偏好,可以更好地预测避孕药具的使用情况。本系统综述研究了 ITU 是否能预测未来的避孕药具使用情况,以及它是否是估计避孕药具使用意愿的更好方法。方法 我们检索了 PubMed、PsycInfo、Web of Science 和 Cochrane Collaboration,以确定 1975-2020 年间发表的以下研究:(1) 研究了避孕行为;(2) 包括了对 ITU 和未来避孕药具使用情况的测量;(3) 包括了至少一项对 ITU 和实际使用情况之间关联的定量测量。纳入标准为1)研究了避孕行为(仅不包括安全套的使用);(2)包含了对 ITU 避孕药具和日后避孕药具使用情况的分类积分测量;(3)包含了至少一项对 ITU 避孕药具和实际避孕药具使用情况之间关联的定量测量;(4)研究人群为育龄妇女;(5)经同行评审;(6)以英语撰写。结果 共纳入 10 项前瞻性队列研究。其中六项研究表明,在报告了 ITU 后,未经调整的后续避孕药具使用率明显增加。其中,三项研究报告了避孕药具使用的调整值,这些调整值跨越了多个协变量,同样具有显著性和积极意义。一系列潜在的混杂因素表明,避孕行为是一个复杂的社会心理过程,受到个人和环境因素的影响。结论 人们自我报告的国际电联避孕情况有可能成为后续避孕药具使用情况的有力预测因素。很少有研究直接考察了 ITU 与避孕药具使用率之间的关系,而且招募的主要是孕妇或产后样本。需要进一步开展高质量的研究,使用标准化的测量方法和变量来衡量国际电联与避孕药具使用之间的关系。
{"title":"Toward person-centred measures of contraceptive demand: a systematic review of the intentions to use contraception and actual use","authors":"Victoria Boydell, Kelsey Quinn Wright, Shatha Elnakib, Christine Galavotti","doi":"10.12688/gatesopenres.15078.1","DOIUrl":"https://doi.org/10.12688/gatesopenres.15078.1","url":null,"abstract":"Background Understanding people’s motivation and need for modern contraception is critical to ensuring access to quality rights-based contraceptive care and supporting reproductive justice. Current population level measures of contraception demand are proving limited; but there is a promising, more person-centred alternative - intention to use (ITU) contraception. ITU captures a person’s self-reported preferences and could better predict contraceptive use. This systematic review examines whether ITU predicts future contraceptive use and may be a better way to estimate desire to use contraception. Methods We searched PubMed, PsycInfo, Web of Science, and the Cochrane Collaboration to identify studies published from 1975-2020 that: (1) examined contraceptive behaviour, (2) included measures of ITU and future contraceptive use, and (3) included at least one quantitative measure of association between ITU and actual use. The inclusion criteria were: 1) examined contraceptive behaviour (excluding condom use only), (2) included disaggregated integral measures of ITU contraceptives and later contraceptive use, (3) included at least one quantitative measure of the association between ITU contraceptives and actual contraceptive use, (4) study population was women of reproductive age, (5) were peer-reviewed, and (6) written in English. Results 10 prospective cohort studies were included. Six indicated significant, increased, unadjusted odds of subsequent contraceptive use after reporting ITU. Of those, three reported adjusted values for contraceptive use across several covariates that were also significant and positive. The range of potential confounding factors indicate that contraceptive behaviour is a complex psychosocial process shaped by individual and contextual factors. Conclusions People’s self-reported ITU contraception have the potential to be a strong predictor of subsequent contraceptive use. Few studies directly examined the relationship between ITU and contraceptive uptake and recruitment was primarily pregnant or postpartum samples. Further high-quality research measuring the relationship between ITU and contraceptive use using standardized measures and variables are needed.","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"77 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139388242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-03DOI: 10.12688/gatesopenres.14991.1
Sara V. Flanagan, Ariadna Vargas, Jana Smith
Background Tobacco use trends among adolescents in low- and middle-income countries, and in particular narrowing gender gaps, highlight the need for interventions to prevent and/or reduce tobacco use among adolescent girls. We evaluated a social marketing program in Ghana discouraging tobacco use among adolescent girls and additionally investigated the pathways influencing smoking behaviors to identify programmatic opportunities for impact. Leveraging the data collected through the stepped wedge cluster randomized trial and panel survey of 9000 girls aged 13–19 , we sought to apply machine learning (ML) techniques to identify the most important variables for predicting initiation of smoking. Methods To identify predictors of smoking initiation we sought to develop a model which could accurately differentiate smokers from non-smokers and evaluated various ML approaches for training classifier algorithms to achieve this. We selected a Synthetic Minority Over-sampling Technique (SMOTE) because it optimized the recall and precision of the model. We then utilized the technique of feature importance for greater insight into how the model arrived at its decisions and to rank the most important variables for predicting smokers. To explore different dimensions of smoking behavior, including initiation and continuation, we trained our model by using several combinations of target outcomes and input variables from the panel survey. Results The resulting features of smokers highlight the importance of girls’ independence and connectivity, social environment, and peer influence on likelihood of smoking, and in particular subsequent initiation. These results were largely consistent with our formative research findings based on qualitative interviews informed by behavioral science. Conclusions This novel application of ML techniques demonstrates how data science approaches can generate new programmatic insights from rigorous evaluation data, especially when data collection is informed by behavioral theory. Such insights about the relative importance of different features can be valuable input for program planning and outreach.
背景中低收入国家青少年吸烟的趋势,尤其是性别差距的缩小,凸显了采取干预措施预防和/或减少少女吸烟的必要性。我们对加纳一项阻止少女吸烟的社会营销项目进行了评估,此外还调查了影响吸烟行为的途径,以确定产生影响的项目机会。利用通过阶梯式楔形群组随机试验和对 9000 名 13-19 岁女孩的小组调查收集到的数据,我们试图应用机器学习(ML)技术来确定预测开始吸烟的最重要变量。方法 为了确定预测开始吸烟的因素,我们试图开发一种能够准确区分吸烟者和非吸烟者的模型,并评估了各种用于训练分类器算法的 ML 方法,以实现这一目标。我们选择了合成少数群体过度采样技术(SMOTE),因为它能优化模型的召回率和精确度。然后,我们采用了特征重要性技术,以便更深入地了解模型是如何做出决定的,并对预测吸烟者的最重要变量进行排序。为了探索吸烟行为的不同维度,包括开始吸烟和持续吸烟,我们使用目标结果和来自小组调查的输入变量的多种组合来训练我们的模型。结果 由此得出的吸烟者特征凸显了女孩的独立性和连通性、社会环境和同伴影响对吸烟可能性的重要性,尤其是对随后开始吸烟的影响。这些结果与我们基于行为科学的定性访谈得出的初步研究结果基本一致。结论 这种对 ML 技术的新颖应用展示了数据科学方法如何从严格的评估数据中产生新的计划见解,尤其是当数据收集以行为理论为依据时。这些关于不同特征相对重要性的见解可以为项目规划和推广提供宝贵的意见。
{"title":"Application of machine learning techniques to profile smoking behavior of adolescent girls in Ghana","authors":"Sara V. Flanagan, Ariadna Vargas, Jana Smith","doi":"10.12688/gatesopenres.14991.1","DOIUrl":"https://doi.org/10.12688/gatesopenres.14991.1","url":null,"abstract":"Background Tobacco use trends among adolescents in low- and middle-income countries, and in particular narrowing gender gaps, highlight the need for interventions to prevent and/or reduce tobacco use among adolescent girls. We evaluated a social marketing program in Ghana discouraging tobacco use among adolescent girls and additionally investigated the pathways influencing smoking behaviors to identify programmatic opportunities for impact. Leveraging the data collected through the stepped wedge cluster randomized trial and panel survey of 9000 girls aged 13–19 , we sought to apply machine learning (ML) techniques to identify the most important variables for predicting initiation of smoking. Methods To identify predictors of smoking initiation we sought to develop a model which could accurately differentiate smokers from non-smokers and evaluated various ML approaches for training classifier algorithms to achieve this. We selected a Synthetic Minority Over-sampling Technique (SMOTE) because it optimized the recall and precision of the model. We then utilized the technique of feature importance for greater insight into how the model arrived at its decisions and to rank the most important variables for predicting smokers. To explore different dimensions of smoking behavior, including initiation and continuation, we trained our model by using several combinations of target outcomes and input variables from the panel survey. Results The resulting features of smokers highlight the importance of girls’ independence and connectivity, social environment, and peer influence on likelihood of smoking, and in particular subsequent initiation. These results were largely consistent with our formative research findings based on qualitative interviews informed by behavioral science. Conclusions This novel application of ML techniques demonstrates how data science approaches can generate new programmatic insights from rigorous evaluation data, especially when data collection is informed by behavioral theory. Such insights about the relative importance of different features can be valuable input for program planning and outreach.","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"3 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139451414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-18eCollection Date: 2023-01-01DOI: 10.12688/gatesopenres.14287.2
Richard Kajubi, Jennifer Ainsworth, Kevin Baker, Sol Richardson, Craig Bonnington, Christian Rassi, Jane Achan, Godfrey Magumba, Denis Rubahika, Jane Nabakooza, James Tibenderana, Anthony Nuwa, Jimmy Opigo
Background: The World Health Organization (WHO) recommends seasonal malaria chemoprevention (SMC) with sulfadoxine-pyrimethamine and amodiaquine (SPAQ) for children aged 3 to 59 months, living in areas where malaria transmission is highly seasonal. However, due to widespread prevalence of resistance markers, SMC has not been implemented at scale in East and Southern Africa. An initial study in Uganda showed that SMC with SPAQ was feasible, acceptable, and protective against malaria in eligible children in Karamoja region. Nonetheless, exploration of alternative regimens is warranted since parasite resistance threats persist.
Objective: The study aims to test the effectiveness of SMC with Dihydroartemisinin-piperaquine (DP) or SPAQ (DP-SMC & SPAQ-SMC), chemoprevention efficacy as well as the safety and tolerability of DP compared to that of SPAQ among 3-59 months old children in Karamoja region, an area of Uganda where malaria transmission is highly seasonal.
Methods: A Type II hybrid effectiveness-implementation study design consisting of four components: 1) a cluster randomized controlled trial (cRCT) using passive surveillance to establish confirmed malaria cases in children using both SPAQ and DP; 2a) a prospective cohort study to determine the chemoprevention efficacy of SPAQ and DP (if SPAQ or DP clears sub-patent infection and provides 28 days of protection from new infection) and whether drug concentrations and/or resistance influence the ability to clear and prevent infection; 2b) a sub study examining pharmacokinetics of DP in children between 3 to <6 months; 3) a resistance markers study in children 3-59 months in the research districts plus the standard intervention districts to measure changes in resistance marker prevalence over time and finally; 4) a process evaluation.
Discussion: This study evaluates the effects of SPAQ-SMC versus DP-SMC on clinical malaria in vulnerable children in the context of high parasite SP resistance, whilst informing on the best implementation strategies.
Conclusion: This study will inform malaria policy in high-burden countries, specifically on utility of SMC outside the sahel, and contribute to progress in malaria control.
{"title":"A hybrid effectiveness-implementation study protocol to assess the effectiveness and chemoprevention efficacy of implementing seasonal malaria chemoprevention in five districts in Karamoja region, Uganda.","authors":"Richard Kajubi, Jennifer Ainsworth, Kevin Baker, Sol Richardson, Craig Bonnington, Christian Rassi, Jane Achan, Godfrey Magumba, Denis Rubahika, Jane Nabakooza, James Tibenderana, Anthony Nuwa, Jimmy Opigo","doi":"10.12688/gatesopenres.14287.2","DOIUrl":"10.12688/gatesopenres.14287.2","url":null,"abstract":"<p><strong>Background: </strong>The World Health Organization (WHO) recommends seasonal malaria chemoprevention (SMC) with sulfadoxine-pyrimethamine and amodiaquine (SPAQ) for children aged 3 to 59 months, living in areas where malaria transmission is highly seasonal. However, due to widespread prevalence of resistance markers, SMC has not been implemented at scale in East and Southern Africa. An initial study in Uganda showed that SMC with SPAQ was feasible, acceptable, and protective against malaria in eligible children in Karamoja region. Nonetheless, exploration of alternative regimens is warranted since parasite resistance threats persist.</p><p><strong>Objective: </strong>The study aims to test the effectiveness of SMC with Dihydroartemisinin-piperaquine (DP) or SPAQ (DP-SMC & SPAQ-SMC), chemoprevention efficacy as well as the safety and tolerability of DP compared to that of SPAQ among 3-59 months old children in Karamoja region, an area of Uganda where malaria transmission is highly seasonal.</p><p><strong>Methods: </strong>A Type II hybrid effectiveness-implementation study design consisting of four components: 1) a cluster randomized controlled trial (cRCT) using passive surveillance to establish confirmed malaria cases in children using both SPAQ and DP; 2a) a prospective cohort study to determine the chemoprevention efficacy of SPAQ and DP (if SPAQ or DP clears sub-patent infection and provides 28 days of protection from new infection) and whether drug concentrations and/or resistance influence the ability to clear and prevent infection; 2b) a sub study examining pharmacokinetics of DP in children between 3 to <6 months; 3) a resistance markers study in children 3-59 months in the research districts plus the standard intervention districts to measure changes in resistance marker prevalence over time and finally; 4) a process evaluation.</p><p><strong>Discussion: </strong>This study evaluates the effects of SPAQ-SMC versus DP-SMC on clinical malaria in vulnerable children in the context of high parasite SP resistance, whilst informing on the best implementation strategies.</p><p><strong>Conclusion: </strong>This study will inform malaria policy in high-burden countries, specifically on utility of SMC outside the sahel, and contribute to progress in malaria control.</p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"7 ","pages":"14"},"PeriodicalIF":0.0,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10774186/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139402574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-18eCollection Date: 2023-01-01DOI: 10.12688/gatesopenres.14710.2
Rebecca Harding, Ernest Moya, Ricardo Ataíde, Zinenani Truwah, Glory Mzembe, Gomezgani Mhango, Ayşe V Demir, William Stones, Louise Randall, Marc Seal, Katherine Johnson, Stefan Bode, Martin N Mwangi, Sant-Rayn Pasricha, Sabine Braat, Kamija S Phiri
Background: Anemia affects 40% of pregnant women globally, leading to maternal mortality, premature birth, low birth weight, and poor baby development. Iron deficiency causes over 40% of anemia cases in Africa. Oral iron supplementation is insufficient for Low-and-Middle-Income-Countries (LMICs) to meet current WHO targets. We hypothesized that a single intravenous dose of Ferric Carboxymaltose (FCM) may be more effective than oral iron treatment for anemia recovery, particularly in these settings where women present late for antenatal care.
Methods: This is a two-arm parallel open-label individual-randomized controlled trial in third trimester, in malaria Rapid Diagnostic Test-negative pregnant women with moderate or severe anemia - capillary hemoglobin <10 g/dL - who are randomized to receive either parenteral iron - with FCM - or standard-of-care oral iron for the remainder of pregnancy. This is the sister trial to the second-trimester REVAMP trial, funded by the Bill and Melinda Gates Foundation (trial registration ACTRN12618001268235, Gates Grant number INV-010612). In REVAMP-TT, recruitment and treatment are performed within primary health centers. The trial will recruit 590 women across Zomba district, Malawi. The primary outcome is the proportion of anemic women - venous hemoglobin <11 g/dL - at 36 weeks' gestation or delivery (whichever occurs first). Other pre-specified key secondary clinical and safety outcomes include maternal iron-status and hypophosphatemia, neonate birth weight, infant growth and infant iron and hematological parameters.
Discussion: This study will determine whether FCM, delivered within primary health centers, is effective, safe and feasible for treating moderate to severe anemia in third-trimester pregnant Malawian women. This intervention could have long-term benefits for maternal and child health, resulting in improved survival and child development.
{"title":"Protocol and statistical analysis plan for a randomized controlled trial of the effect of intravenous iron on anemia in Malawian pregnant women in their third trimester (REVAMP - TT).","authors":"Rebecca Harding, Ernest Moya, Ricardo Ataíde, Zinenani Truwah, Glory Mzembe, Gomezgani Mhango, Ayşe V Demir, William Stones, Louise Randall, Marc Seal, Katherine Johnson, Stefan Bode, Martin N Mwangi, Sant-Rayn Pasricha, Sabine Braat, Kamija S Phiri","doi":"10.12688/gatesopenres.14710.2","DOIUrl":"10.12688/gatesopenres.14710.2","url":null,"abstract":"<p><strong>Background: </strong>Anemia affects 40% of pregnant women globally, leading to maternal mortality, premature birth, low birth weight, and poor baby development. Iron deficiency causes over 40% of anemia cases in Africa. Oral iron supplementation is insufficient for Low-and-Middle-Income-Countries (LMICs) to meet current WHO targets. We hypothesized that a single intravenous dose of Ferric Carboxymaltose (FCM) may be more effective than oral iron treatment for anemia recovery, particularly in these settings where women present late for antenatal care.</p><p><strong>Methods: </strong>This is a two-arm parallel open-label individual-randomized controlled trial in third trimester, in malaria Rapid Diagnostic Test-negative pregnant women with moderate or severe anemia - capillary hemoglobin <10 g/dL - who are randomized to receive either parenteral iron - with FCM - or standard-of-care oral iron for the remainder of pregnancy. This is the sister trial to the second-trimester <b>REVAMP</b> trial, funded by the Bill and Melinda Gates Foundation (trial registration ACTRN12618001268235, Gates Grant number INV-010612). In REVAMP-TT, recruitment and treatment are performed within primary health centers. The trial will recruit 590 women across Zomba district, Malawi. The primary outcome is the proportion of anemic women - venous hemoglobin <11 g/dL - at 36 weeks' gestation or delivery (whichever occurs first). Other pre-specified key secondary clinical and safety outcomes include maternal iron-status and hypophosphatemia, neonate birth weight, infant growth and infant iron and hematological parameters.</p><p><strong>Discussion: </strong>This study will determine whether FCM, delivered within primary health centers, is effective, safe and feasible for treating moderate to severe anemia in third-trimester pregnant Malawian women. This intervention could have long-term benefits for maternal and child health, resulting in improved survival and child development.</p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"7 ","pages":"117"},"PeriodicalIF":0.0,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10858019/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139722255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-13DOI: 10.12688/gatesopenres.14973.1
Ali Sié, Habibou Fofana, M. Kagoné, Moussa Ouédraogo, Obinna Onwujekwe, Chinyere O. Mbachu, M. Chokshi, Latha Chilgod, T. Mokashi, Arun B. Nair, Peter Muriuki, A. Taddese, Leah Ewald, Apoorva Handigol
Background This study sought to document and understand facilitators and barriers to producing, translating, and using modeled evidence in decision-making in Burkina Faso, Nigeria, India, and Kenya. We explored researcher-decision-maker engagement mechanisms as key facilitators of evidence use, with a focus on knowledge brokers and boundary organizations. Methods The study used mixed methods drawing on analysis from key informant interviews and surveys, complemented by a rapid desk review to map modeling activities and actors. The survey was conducted online while the qualitative research entailed in-depth interviews with modelers, knowledge brokers, and decision-makers working in a representative variety of health fields, organizations, and levels of government. This study was approved by Health Media Lab IRB (Institutional Review Board) in the United States and a local IRB in each study country and conducted between September 2021 and June 2022. Results Informants interviewed for this study described a range of factors that facilitate and inhibit the use of modeled evidence in public health decision-making at the individual, organizational, and environmental levels. Key themes included the capacity to produce, translate, and use modeled evidence; the timing and relevance of modeling outputs; the existence of communications channels between modelers and decision-makers; the strength of underlying data systems; the role of sustained funding; and the impact of global crises. Conclusion This study highlights the importance of taking an ecosystem approach to supporting modeling activities, considering individual, organizational, and environmental factors and how different actors and interact to inform the production, translation, and use of modeled evidence. Structured interaction that promotes dialogue, debate, and joint sense making between the producers and users of evidence is critical to informing and influencing the use of evidence in decision-making.
{"title":"Understanding evidence ecosystems: What influences the production, translation, and use of modeled evidence in Burkina Faso, Nigeria, India, and Kenya?","authors":"Ali Sié, Habibou Fofana, M. Kagoné, Moussa Ouédraogo, Obinna Onwujekwe, Chinyere O. Mbachu, M. Chokshi, Latha Chilgod, T. Mokashi, Arun B. Nair, Peter Muriuki, A. Taddese, Leah Ewald, Apoorva Handigol","doi":"10.12688/gatesopenres.14973.1","DOIUrl":"https://doi.org/10.12688/gatesopenres.14973.1","url":null,"abstract":"Background This study sought to document and understand facilitators and barriers to producing, translating, and using modeled evidence in decision-making in Burkina Faso, Nigeria, India, and Kenya. We explored researcher-decision-maker engagement mechanisms as key facilitators of evidence use, with a focus on knowledge brokers and boundary organizations. Methods The study used mixed methods drawing on analysis from key informant interviews and surveys, complemented by a rapid desk review to map modeling activities and actors. The survey was conducted online while the qualitative research entailed in-depth interviews with modelers, knowledge brokers, and decision-makers working in a representative variety of health fields, organizations, and levels of government. This study was approved by Health Media Lab IRB (Institutional Review Board) in the United States and a local IRB in each study country and conducted between September 2021 and June 2022. Results Informants interviewed for this study described a range of factors that facilitate and inhibit the use of modeled evidence in public health decision-making at the individual, organizational, and environmental levels. Key themes included the capacity to produce, translate, and use modeled evidence; the timing and relevance of modeling outputs; the existence of communications channels between modelers and decision-makers; the strength of underlying data systems; the role of sustained funding; and the impact of global crises. Conclusion This study highlights the importance of taking an ecosystem approach to supporting modeling activities, considering individual, organizational, and environmental factors and how different actors and interact to inform the production, translation, and use of modeled evidence. Structured interaction that promotes dialogue, debate, and joint sense making between the producers and users of evidence is critical to informing and influencing the use of evidence in decision-making.","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"50 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139003762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-06DOI: 10.12688/gatesopenres.15036.1
Alison T. Hoover, Dominick Shattuck, Karen L. Andes
Background Male sterilization, or vasectomy, is 99.9% effective at preventing pregnancy with less than a 2% risk of complications. Despite the high efficacy, low risk, low cost, and gender equity benefits of vasectomy, just 2% of women reported that they and their partners relied on vasectomy as their contraceptive method globally in 2019. Health care providers can be both a facilitator and a barrier in men’s health generally, and may be in vasectomy provision as well. This study sought to describe the decision-making rationales of experienced vasectomy providers when evaluating patient candidacy in complex cases. Methods Fifteen vasectomy providers belonging to the global Vasectomy Network google group from seven countries participated in online interviews using a semi-structured in-depth interview guide. Providers were asked about their vasectomy training, their reasons for vasectomy provision, challenging cases they have faced, and approaches used to manage challenging cases. Vignettes were used to further elicit decision-making rationale. Thematic analysis was conducted using MAXQDA20. Results Provider decision-making was predicated on ensuring patients were well-informed, able to consent, and certain about their choice to have a vasectomy. Once those foundational conditions were met, providers filtered patient characteristics through their training, laws and policies, sociocultural norms, experience, and peer influence to produce a cost-benefit breakdown. Based on the cost-benefit analysis, providers determined whether to weigh autonomy or non-maleficence more heavily when determining vasectomy patient candidacy. Conclusions Despite clinical best practices that promote prioritizing patient autonomy over non-maleficence, some providers continued to weigh non-maleficence over autonomy in vasectomy patient candidacy evaluations. Non-maleficence was particularly prioritized in cases providers deemed to be at higher risk of regret. The findings of this study suggest vasectomy provider training should emphasize evidence-based best practices in shared decision-making and patient-centered care to facilitate vasectomy provision that honors patient autonomy and rights.
{"title":"Vasectomy provider decision-making balancing autonomy and non-maleficence: qualitative interviews with providers","authors":"Alison T. Hoover, Dominick Shattuck, Karen L. Andes","doi":"10.12688/gatesopenres.15036.1","DOIUrl":"https://doi.org/10.12688/gatesopenres.15036.1","url":null,"abstract":"Background Male sterilization, or vasectomy, is 99.9% effective at preventing pregnancy with less than a 2% risk of complications. Despite the high efficacy, low risk, low cost, and gender equity benefits of vasectomy, just 2% of women reported that they and their partners relied on vasectomy as their contraceptive method globally in 2019. Health care providers can be both a facilitator and a barrier in men’s health generally, and may be in vasectomy provision as well. This study sought to describe the decision-making rationales of experienced vasectomy providers when evaluating patient candidacy in complex cases. Methods Fifteen vasectomy providers belonging to the global Vasectomy Network google group from seven countries participated in online interviews using a semi-structured in-depth interview guide. Providers were asked about their vasectomy training, their reasons for vasectomy provision, challenging cases they have faced, and approaches used to manage challenging cases. Vignettes were used to further elicit decision-making rationale. Thematic analysis was conducted using MAXQDA20. Results Provider decision-making was predicated on ensuring patients were well-informed, able to consent, and certain about their choice to have a vasectomy. Once those foundational conditions were met, providers filtered patient characteristics through their training, laws and policies, sociocultural norms, experience, and peer influence to produce a cost-benefit breakdown. Based on the cost-benefit analysis, providers determined whether to weigh autonomy or non-maleficence more heavily when determining vasectomy patient candidacy. Conclusions Despite clinical best practices that promote prioritizing patient autonomy over non-maleficence, some providers continued to weigh non-maleficence over autonomy in vasectomy patient candidacy evaluations. Non-maleficence was particularly prioritized in cases providers deemed to be at higher risk of regret. The findings of this study suggest vasectomy provider training should emphasize evidence-based best practices in shared decision-making and patient-centered care to facilitate vasectomy provision that honors patient autonomy and rights.","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"8 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138597124","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-06DOI: 10.12688/gatesopenres.15088.1
Bryan J. Ranger, E. Bradburn, Qingchao Chen, Micah Kim, J. A. Noble, Aris T. Papageorghiou
Background The WHO’s recommendations on antenatal care underscore the need for ultrasound assessment during pregnancy. Given that maternal and perinatal mortality remains unacceptably high in low- and middle-income countries (LMICs), these guidelines are imperative for achieving better outcomes. In recent years, portable ultrasound devices have become increasingly popular in LMICs due to their cost-effectiveness, useability, and adoptability in resource-constrained settings. This desk review presents the capabilities and costs of currently available portable ultrasound devices, and is meant to serve as a resource for clinicians and researchers in the imaging community. Methods A list of ideal technical features for portable ultrasound devices was developed in consultation with subject matter experts (SMEs). Features included image acquisition modes, cost, portability, compatibility, connectivity, data storage and security, and regulatory certification status. Information on each of the devices was collected from publicly available information, input from SMEs and/or discussions with company representatives. Results 14 devices were identified and included in this review. The output is meant to provide objective information on ideal technical features for available ultrasound systems to researchers and clinicians working in obstetric ultrasound in LMICs. No product endorsements are provided. Conclusions This desk review provides an overview of the landscape of low-cost portable ultrasound probes for use in obstetrics in LMICs, and provides a description of key capabilities and costs for each. Methods could be applied to mapping the landscape of portable ultrasound devices for other clinical applications, or may be extended to reviewing other types of healthcare technologies. Further studies are recommended to evaluate portable ultrasound devices for usability and durability in global field settings.
{"title":"Portable ultrasound devices for obstetric care in resource-constrained environments: mapping the landscape","authors":"Bryan J. Ranger, E. Bradburn, Qingchao Chen, Micah Kim, J. A. Noble, Aris T. Papageorghiou","doi":"10.12688/gatesopenres.15088.1","DOIUrl":"https://doi.org/10.12688/gatesopenres.15088.1","url":null,"abstract":"Background The WHO’s recommendations on antenatal care underscore the need for ultrasound assessment during pregnancy. Given that maternal and perinatal mortality remains unacceptably high in low- and middle-income countries (LMICs), these guidelines are imperative for achieving better outcomes. In recent years, portable ultrasound devices have become increasingly popular in LMICs due to their cost-effectiveness, useability, and adoptability in resource-constrained settings. This desk review presents the capabilities and costs of currently available portable ultrasound devices, and is meant to serve as a resource for clinicians and researchers in the imaging community. Methods A list of ideal technical features for portable ultrasound devices was developed in consultation with subject matter experts (SMEs). Features included image acquisition modes, cost, portability, compatibility, connectivity, data storage and security, and regulatory certification status. Information on each of the devices was collected from publicly available information, input from SMEs and/or discussions with company representatives. Results 14 devices were identified and included in this review. The output is meant to provide objective information on ideal technical features for available ultrasound systems to researchers and clinicians working in obstetric ultrasound in LMICs. No product endorsements are provided. Conclusions This desk review provides an overview of the landscape of low-cost portable ultrasound probes for use in obstetrics in LMICs, and provides a description of key capabilities and costs for each. Methods could be applied to mapping the landscape of portable ultrasound devices for other clinical applications, or may be extended to reviewing other types of healthcare technologies. Further studies are recommended to evaluate portable ultrasound devices for usability and durability in global field settings.","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"37 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138597839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-20eCollection Date: 2022-01-01DOI: 10.12688/gatesopenres.13644.2
Melissa Toyama, Lucía Vargas, Sofía Ticliahuanca, Antonio M Quispe
Background: Coronavirus disease 2019 (COVID-19) impact varies substantially due to various factors, so it is critical to characterize its main differences to inform decision-makers about where to focus their interventions and differentiate mitigation strategies. Up to this date, little is known about the patterns and regional clustering of COVID-19 waves worldwide.
Methods: We assessed the patterns and regional clustering of COVID-19 waves in Peru by using the weekly mortality rates for each of the 25 regions as an outcome of interest. We obtained the death counts from the National Informatics System of Deaths and population estimates from the National Registry of Identification and Civil Status. In addition, we characterized each wave according to its duration, peak, and mortality rates by age group and gender. Additionally, we used polynomial regression models to compare them graphically and performed a cluster analysis to identify regional patterns.
Results: We estimated the average mortality rate at the first, second, and third waves at 13.01, 14.12, and 9.82 per 100,000 inhabitants, respectively, with higher mortality rates among elders and men. The patterns of each wave varied substantially in terms of duration, peak, impact, and wave shapes. Based on our clustering analysis, during the first wave caused by the index virus, the 25 regions of Peru presented six different wave patterns. However, the regions were clustered in two different wave patterns during the second and third, caused by alpha/lambda/delta and omicron.
Conclusions: The propagation of severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) variants behaved in Peru with varying wave patterns and regional clustering. During the COVID-19 pandemic, the weekly mortality rates followed different spatiotemporal patterns with solid clustering, which might help project the impact of future waves of COVID-19.
{"title":"Regional clustering and waves patterns due to COVID-19 by the index virus and the lambda/gamma, and delta/omicron SARS-CoV-2 variants in Peru.","authors":"Melissa Toyama, Lucía Vargas, Sofía Ticliahuanca, Antonio M Quispe","doi":"10.12688/gatesopenres.13644.2","DOIUrl":"10.12688/gatesopenres.13644.2","url":null,"abstract":"<p><strong>Background: </strong>Coronavirus disease 2019 (COVID-19) impact varies substantially due to various factors, so it is critical to characterize its main differences to inform decision-makers about where to focus their interventions and differentiate mitigation strategies. Up to this date, little is known about the patterns and regional clustering of COVID-19 waves worldwide.</p><p><strong>Methods: </strong>We assessed the patterns and regional clustering of COVID-19 waves in Peru by using the weekly mortality rates for each of the 25 regions as an outcome of interest. We obtained the death counts from the National Informatics System of Deaths and population estimates from the National Registry of Identification and Civil Status. In addition, we characterized each wave according to its duration, peak, and mortality rates by age group and gender. Additionally, we used polynomial regression models to compare them graphically and performed a cluster analysis to identify regional patterns.</p><p><strong>Results: </strong>We estimated the average mortality rate at the first, second, and third waves at 13.01, 14.12, and 9.82 per 100,000 inhabitants, respectively, with higher mortality rates among elders and men. The patterns of each wave varied substantially in terms of duration, peak, impact, and wave shapes. Based on our clustering analysis, during the first wave caused by the index virus, the 25 regions of Peru presented six different wave patterns. However, the regions were clustered in two different wave patterns during the second and third, caused by alpha/lambda/delta and omicron.</p><p><strong>Conclusions: </strong>The propagation of severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) variants behaved in Peru with varying wave patterns and regional clustering. During the COVID-19 pandemic, the weekly mortality rates followed different spatiotemporal patterns with solid clustering, which might help project the impact of future waves of COVID-19.</p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"6 ","pages":"74"},"PeriodicalIF":0.0,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692151/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138477412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-16eCollection Date: 2023-01-01DOI: 10.12688/gatesopenres.14591.2
Dominique Meekers, Olaniyi Olutola, Lynn Abu Turk
Background: This paper aims to promote the use of simple interrupted time series (ITS) analyses of routine data as a responsive feedback tool to improve public health programs. Although advanced ITS techniques exist, their use is often not feasible due to limitations in funding or research capacity. We propose an Excel-based analysis that requires minimal resources or statistical expertise, and illustrate it by measuring the effect of a radio campaign to promote a family planning call center in Nigeria on the demand for family planning information.
Methods: We used a single group interrupted time series design (ITS) as a responsive feedback mechanism to determine whether the radio campaign influenced use of the Honey&Banana call center. ITS is ideal when there is no control group. ITS uses the pre-intervention trend to predict what would have happened if the intervention were absent.
Results: After conducting ITS analyses, the results show that the number of calls requesting family planning information increased throughout the campaign period, with a gain of about 500 additional calls per month, and then decreased after the campaign ended. However, the number of calls gained from the campaign was substantially lower than anticipated.
Conclusions: While end-of-project impact evaluations are necessary, there should be regular feedback system to provide program implementers with information about the status of the project, such as failures, successes, and areas of improvements. This would allow implementers to make necessary adjustments as needed throughout the intervention period. The finding that the radio campaign was not living up to expectations helped Honey&Banana program implementers to end the campaign prematurely and re-allocate resources to a more promising activity. Our research shows that basic Excel-based ITS analysis of routine data can be a useful tool for receiving regular feedback to guide programming improvements for organizations that have limited resources and/or research capacity.
背景:本文旨在推广使用对常规数据进行简单的间断时间序列(ITS)分析,将其作为改进公共卫生计划的反应反馈工具。尽管存在先进的 ITS 技术,但由于资金或研究能力的限制,使用这些技术往往并不可行。我们提出了一种基于 Excel 的分析方法,该方法只需极少的资源或统计专业知识,并通过测量尼日利亚计划生育呼叫中心的广播宣传活动对计划生育信息需求的影响进行了说明:方法:我们采用了单组中断时间序列设计(ITS)作为响应反馈机制,以确定广播宣传是否影响了对 Honey&Banana 呼叫中心的使用。在没有对照组的情况下,中断时间序列设计是一种理想的方法。ITS 利用干预前的趋势来预测如果没有干预会发生什么:进行 ITS 分析后,结果显示,在整个活动期间,要求提供计划生育信息的电话数量有所增加,每月增加约 500 个,活动结束后则有所减少。然而,从活动中获得的电话数量大大低于预期:结论:虽然项目结束时的影响评估是必要的,但也应建立定期反馈系统,为项目实施者提供有关项目状况的信息,如失败、成功和需要改进的方面。这将使实施者能够在整个干预期间根据需要做出必要的调整。发现广播宣传活动没有达到预期效果后,"蜂蜜与香蕉 "项目的实施者提前结束了宣传活动,并将资源重新分配给了更有前景的活动。我们的研究表明,对于资源和/或研究能力有限的组织而言,对常规数据进行基于 Excel 的基本 ITS 分析,是定期接收反馈以指导计划改进的有用工具。
{"title":"Using responsive feedback from routine monitoring data to guide course corrections for a family planning intervention in Nigeria.","authors":"Dominique Meekers, Olaniyi Olutola, Lynn Abu Turk","doi":"10.12688/gatesopenres.14591.2","DOIUrl":"10.12688/gatesopenres.14591.2","url":null,"abstract":"<p><strong>Background: </strong>This paper aims to promote the use of simple interrupted time series (ITS) analyses of routine data as a responsive feedback tool to improve public health programs. Although advanced ITS techniques exist, their use is often not feasible due to limitations in funding or research capacity. We propose an Excel-based analysis that requires minimal resources or statistical expertise, and illustrate it by measuring the effect of a radio campaign to promote a family planning call center in Nigeria on the demand for family planning information.</p><p><strong>Methods: </strong>We used a single group interrupted time series design (ITS) as a responsive feedback mechanism to determine whether the radio campaign influenced use of the Honey&Banana call center. ITS is ideal when there is no control group. ITS uses the pre-intervention trend to predict what would have happened if the intervention were absent.</p><p><strong>Results: </strong>After conducting ITS analyses, the results show that the number of calls requesting family planning information increased throughout the campaign period, with a gain of about 500 additional calls per month, and then decreased after the campaign ended. However, the number of calls gained from the campaign was substantially lower than anticipated.</p><p><strong>Conclusions: </strong>While end-of-project impact evaluations are necessary, there should be regular feedback system to provide program implementers with information about the status of the project, such as failures, successes, and areas of improvements. This would allow implementers to make necessary adjustments as needed throughout the intervention period. The finding that the radio campaign was not living up to expectations helped Honey&Banana program implementers to end the campaign prematurely and re-allocate resources to a more promising activity. Our research shows that basic Excel-based ITS analysis of routine data can be a useful tool for receiving regular feedback to guide programming improvements for organizations that have limited resources and/or research capacity.</p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":"7 ","pages":"75"},"PeriodicalIF":0.0,"publicationDate":"2023-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10821895/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139570427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}