Margaret Kaseje’s research while affiliated with African Institute for Health and Development and other places

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Publications (65)


Overview of the 10 Be Smart about your Health lessons
Students with a passing score (≥ 9 out of 18) at 1-year follow-up. Note: This is an inverse variance-weighted random effects meta-analysis using trial-level (aggregate) intervention effects (using the same data and analyses as used in each trial), whereas the meta-analyses in Table 2 using individual participant data are fixed effect meta-analyses
Results for each key concept at 1-year follow-up
Effects of the informed health choices secondary school intervention after 1 year: a prospective meta-analysis using individual participant data
  • Article
  • Full-text available

October 2024

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28 Reads

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1 Citation

Trials

Faith Chesire

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Ronald Ssenyonga

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Andrew D. Oxman

Background Critical thinking about health choices is essential to avoid being misled by unreliable information and to use reliable information appropriately. The aim of this prospective meta-analysis was to synthesize the results of 1-year follow-up data from three cluster-randomized trials of an intervention designed to teach lower secondary school students to think critically about health choices. Only one other randomized trial has evaluated a school-based intervention to teach adolescents to think critically about health choices. That trial compared two teaching strategies to teach statistical reasoning. It did not assess long-term learning-retention. Methods We conducted the trials in Kenya, Rwanda, and Uganda. The intervention included providing a 2–3-day teacher training workshop and digital resources for ten lessons. The intervention focused on nine key concepts. We did not intervene in control schools. The primary outcome was a passing score on a test (≥ 9 of 18 multiple-choice questions answered correctly). We performed random effects meta-analyses to estimate the overall intervention effects. We calculated learning retention as the test results in the intervention schools after 1 year relative to just after the intervention, adjusted for chance. Results Altogether, 244 schools (11,344 students) took part in the three trials. Follow-up data was collected for 8298 students (73%). The overall odds ratio for the primary outcome after 1 year was 3.6 (95% CI: 1.9–7.1; p = 0.0001) in favor of the intervention, whereas it was 5.5 (95% CI: 3.0–10.2) just after the intervention. This corresponds to 25.6% (95% CI: 21.1–30.0%) more students in the intervention schools passing the test after 1 year versus 33.3% (95% CI: 28.7–37.8%) just after the intervention. Overall, 2273 (52.6%) of 4324 students in intervention schools had a passing score after 1 year compared to 3397 (58.1%) of 5846 students just after the intervention, indicating 88.3% learning retention. Conclusions One year after the intervention, we still found a positive effect on the ability of students to think critically about health choices, but 5.5% fewer students in the intervention schools had a passing score. The certainty of the evidence was also lower due to 27% of students being lost to follow-up. Trial registration The protocol for this prospective meta-analysis was registered with PROSPERO May 31, 2022, ID 336580. The three randomized trials were registered in the Pan African Clinical Trial Registry February 15, 2022, PACTR202203880375077; April 5, 2022, PACTR20220488391731; and April 14, 2022, PACTR202204861458660.

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Teaching critical thinking about health information and choices in secondary schools: human-centred design of digital resources

September 2024

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42 Reads

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3 Citations

Background Learning to thinking critically about health information and choices can protect people from unnecessary suffering, harm, and resource waste. Earlier work revealed that children can learn these skills, but printing costs and curricula compatibility remain important barriers to school implementation. We aimed to develop a set of digital learning resources for students to think critically about health that were suitable for use in Kenyan, Rwandan, and Ugandan secondary schools. Methods We conducted work in two phases collaborating with teachers, students, schools, and national curriculum development offices using a human-centred design approach. First, we conducted context analyses and an overview of teaching strategies, prioritised content and collected examples. Next, we developed lessons and guidance iteratively, informed by data from user-testing, individual and group interviews, and school pilots. Results Final resources include online lesson plans, teachers’ guide, and extra resources, with lesson plans in two modes, for use in a classroom equipped with a blackboard/flip-chart and a projector. The resources are accessible offline for use when electricity or Internet is lacking. Teachers preferred the projector mode, as it provided structure and a focal point for class attention. Feedback was largely positive, with teachers and students appreciating the learning and experiencing it as relevant. Four main challenges included time to teach lessons; incorrect comprehension; identifying suitable examples; and technical, logistical, and behavioural challenges with a student-computer mode that we piloted. We resolved challenges by simplifying and combining lessons; increasing opportunities for review and assessment; developing teacher training materials, creating a searchable set of examples; and deactivating the student-computer mode. Conclusion Using a human-centred design approach, we created digital resources for teaching secondary school students to think critically about health actions and for training teachers. Be smart about your health resources are open access and can be translated or adapted to other settings.


Main results -individual participant data meta-analyses
Retention of what was learned in intervention schools
Identication and assessment of claims about the effects of health actions*
Effects of the Informed Health Choices secondary school intervention after one year: a prospective meta-analysis using individual participant data

July 2024

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26 Reads

Background The aim of this prospective meta-analysis was to synthesize the results of one-year follow-up data from three cluster-randomized trials of an intervention designed to teach lower secondary school students to think critically about health choices. Methods We conducted the trials in Kenya, Rwanda, and Uganda. The intervention included providing a 2-3-day teacher training workshop, and digital resources for ten lessons. The intervention focused on nine key concepts. We did not intervene in control schools. The primary outcome was a passing score on a test (≥ 9 of 18 multiple-choice questions answered correctly). We performed random effects meta-analyses to estimate the overall intervention effects. We calculated learning retention as the test results in the intervention schools after one year relative to just after the intervention, adjusted for chance. Results Altogether, 244 schools (11,344 students) took part in the three trials. Follow-up data was collected for 8298 students (73%). The overall odds ratio for the primary outcome after one year was 3.6 (95% CI: 1.9–7.1; p = 0.0001) in favor of the intervention, whereas it was 5.5 (95% CI: 3.0-10.2) just after the intervention. This corresponds to 25.6% (95% CI: 21.1–30.0%) more students in the intervention schools passing the test after one year versus 33.3% (95% CI: 28.7–37.8%) just after the intervention. Overall, 2273 (52.6%) of 4324 students in intervention schools had a passing score after one year compared to 3397 (58.1%) of 5846 students just after the intervention, indicating 88.3% learning retention. Conclusions One year after the intervention, we still found a positive effect on the ability of students to think critically about health choices, but 5.5% fewer students in the intervention schools had a passing score. The certainty of the evidence was also lower due to 27% of students being lost to follow-up. Protocol registration The protocol for this prospective meta-analysis was registered with PROSPERO May 31, 2022, ID 336580. The three randomized trials were registered in the Pan African Clinical Trial Registry February 15, 2022, PACTR202203880375077; April 5, 2022, PACTR20220488391731; and April 14, 2022, PACTR202204861458660.


Table 3
One-year follow-up effects of the Informed Health Choices secondary school intervention on students’ ability to think critically about health in Uganda: a cluster randomized trial

July 2024

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26 Reads

Introduction We assessed effects of the Informed Health Choices (IHC) secondary school intervention on students’ ability to think critically about choices one year after the intervention. Methods We randomized eighty secondary schools to the intervention or control (usual curriculum). The schools were randomly selected from the central region of Uganda and included rural and urban, government and privately-owned schools. One randomly selected class of year-2 students (age 14-17) from each school participated in the trial. The intervention included a two-day teacher training workshop, 10 lessons accessed online by teachers and delivered in classrooms during one school term (May-August 2022). The lessons addressed nine prioritized IHC concepts. We used two multiple-choice questions for each concept to evaluate the students’ ability to think critically about choices at both the end of the school term and again after one year. The primary outcome was the proportion of students with a passing score(≥9 of 18 questions answered correctly) on the “Critical Thinking about Health” (CTH) test. Results After one-year, 71% (1749/2477) of the students in the intervention schools and 71% (1684/2376) of the students in the control schools completed the CTH test. In the intervention schools, 53% (934/1749) of students that completed the test had a passing score compared to 33% (557/1684) of students in the control schools (adjusted difference 22%, 95% CI 16–28). Conclusions The effect of the IHC secondary school intervention on students’ ability to assess health-related claims was largely sustained for at least one year. Trial registration Pan African Clinical Trial Registry (number PACTR202204861458660). Registered on 14 April 2022.


The Influence of Health Innovation Awareness on the Use of Skilled Birth Delivery Services: A Case Study of Kimilili SubCounty, Bungoma County, Kenya

June 2024

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25 Reads

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2 Citations

International Journal of Innovative Science and Research Technology

The uptake of skilled birth delivery services (SBDs) is crucial for improving maternal and child health, as it significantly reduces maternal and child mortality rates (MCMR). Maternal morbidity and mortality profoundly impact mothers, babies, families, communities, and society at large. The World Health Organization (WHO) estimates that maternal and child deaths result in an annual loss of USD 15.5 billion in potential productivity globally. In Bungoma County, the rate of SBDs has risen to over 50% in the past eight years, except for 2017 when it dropped to 46% due to a prolonged health workers' strike. However, there has been uncertainty regarding the sustainability of these high SBD rates after the cessation of specific health programs.This study aimed to describe and analyze how awareness of health innovations influences the use of skilled birth delivery services in Kimilili Sub County, Bungoma County. Utilizing a cross-sectional descriptive quantitative analytical design, the study employed both probability and non-probability sampling techniques to select participants. Descriptive statistics, including means and percentages, were used to summarize the data, while multiple regression analysis assessed the relationship among various innovations in increasing skilled birth delivery uptake. Findings indicated that awareness of health innovations, particularly those addressing financial aspects of delivery, significantly influences the uptake of skilled birth delivery (p=0.000). The study concluded that health innovations providing financial support for medical bills and emotional support throughout pregnancy strongly affect skilled delivery rates in Kimilili Sub County.


Teaching critical thinking about health information and choices in secondary schools: human-centred design of digital resources

March 2024

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39 Reads

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7 Citations

Background Learning to thinking critically about health information and choices can protect people from unnecessary suffering, harm, and resource waste. Earlier work revealed that children can learn these skills, but printing costs and curricula compatibility remain important barriers to school implementation. We aimed to develop a set of digital learning resources for students to think critically about health that were suitable for use in Kenyan, Rwandan, and Ugandan secondary schools. Methods We conducted work in two phases collaborating with teachers, students, schools, and national curriculum development offices using a human-centred design approach. First, we conducted context analyses and an overview of teaching strategies, prioritised content and collected examples. Next, we developed lessons and guidance iteratively, informed by data from user-testing, individual and group interviews, and school pilots. Results Final resources include online lesson plans, teachers’ guide, and extra resources, with lesson plans in two modes, for use in a classroom equipped with a blackboard/flip-chart and a projector. The resources are accessible offline for use when electricity or Internet is lacking. Teachers preferred the projector mode, as it provided structure and a focal point for class attention. Feedback was largely positive, with teachers and students appreciating the learning and experiencing it as relevant. Four main challenges included time to teach lessons; incorrect comprehension; identifying suitable examples; and technical, logistical, and behavioural challenges with a student-computer mode that we piloted. We resolved challenges by simplifying and combining lessons; increasing opportunities for review and assessment; developing teacher training materials, creating a searchable set of examples; and deactivating the student-computer mode. Conclusion Using a human-centred design approach, we created digital resources for teaching secondary school students to think critically about health actions and for training teachers. Be smart about your health resources are open access and can be translated or adapted to other settings.


Study profile
Quality of life and factors associated among caregivers of adolescent and young adult Ebola survivors in Democratic Republic of the Congo, a cross-sectional study

November 2023

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26 Reads

BMC Public Health

Background Ebola virus disease is a medical condition whose consequent effects on quality of life of patients. In the history of infectious diseases, there have been pathologies that have had significant repercussions for caregivers, healthcare providers and the community. Objectives This study investigate determinants of quality of life among caregivers of adolescent and young adult Ebola survivors in Democratic Republic of the Congo. Methods This was a cross sectional study. The study sites were the two health districts of Beni and Katwa, in North-Kivu province in the Eastern part of Democratic Republic of the Congo. The study period was from April to August 2022. Participants of the study were caregivers of adolescents and young adult Ebola virus survivors. Simple random sampling technique was used to select the 68 study participants. A questionnaire was administered. Data was collected using pretested questionnaire of WHO quality of life Bref (WHOQOL-BREF) and CommCare by Dimagi.Inc. lastest Version 2.52.1 and a sum of score of 78 or higher indicated a high level of life quality. To determine the quality of life of caregivers of adolescents and young adult EVD survivors, descriptive analysis was used. The Pearson correlation coefficient was utilized to check whether the predictor variables are multicollinear. The regression analysis produced the crude odds ratio (COR), adjusted odds ratio (aOR), 95% confidence interval (CI), and p-value. Statistical significance was defined as a p-value 0.05. The final multivariate model contained variables that were significant in the bivariate analysis. Prior to data collection, a research permit from National Ethical Committee of Research in Democratic Republic of the Congo was obtained. Written informed consents from literate or illiterate caregivers of adolescent and young adult Ebola survivors were obtained. Throughout the study, participants' privacy and confidentiality were respected. Results A total of 68 care givers participated in the study, with a majority 54/68(79.41%) having poor quality of life. Men were 3.17 times more likely to record good quality of life than women (p = 0.02); OR:(95% CI), 3.17: (1.2 – 8.36), With regards to place of residence, caregivers who lived in town were less likely to have good quality of life compared to those in rural (p = 0.01); OR: (95%CI), 0.25: (0.09 – 0.72). Conclusion The quality of life of caregivers of adolescent and young adult Ebola survivors in Democratic Republic of the Congo is poor. To be woman caregiver and to live in town are determinants associated with poor quality of life among caregivers of adolescent and young adult Ebola survivors.


Flow diagram of study participants in the trial.
Results for each key concept covered in the trial. p < 0.0001 for all comparisons. *Number (%) of students answering both MCQs correctly. †Adjusted odds ratios are re‐expressed as adjusted risk differences. ‡Intraclass correlation coefficient.
Effects of the Informed Health Choices secondary school intervention on the ability of students in Rwanda to think critically about health choices: A cluster‐randomized trial

September 2023

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47 Reads

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7 Citations

Aim The aim of this trial was to evaluate the effects of the Informed Health Choices intervention on the ability of students in Rwandan to think critically and make Informed Health Choices. Methods We conducted a two‐arm cluster‐randomized trial in 84 lower secondary schools from 10 districts representing five provinces of Rwanda. We used stratified randomization to allocate schools to the intervention or control. One class in each intervention school had ten 40‐min lessons taught by a trained teacher in addition to the usual curriculum. Control schools followed the usual curriculum. The primary outcome was a passing score (≥ 9 out of 18 questions answered correctly) for students on the Critical Thinking about Health Test completed within 2 weeks after the intervention. We conducted an intention‐to‐treat analysis using generalized linear mixed models, accounting for the cluster design using random intercepts. Results Between February 25 and March 29, 2022, we recruited 3,212 participants. We assigned 1,572 students and 42 teachers to the intervention arm and 1,556 students and 42 teachers to the control arm. The proportion of students who passed the test in the intervention arm was 915/1,572 (58.2%) compared to 302/1,556 (19.4%) in the control arm, adjusted odds ratio 10.6 (95% CI: 6.3–17.8), p < 0.0001, adjusted difference 37.2% (95% CI: 29.5%–45.0%). Conclusions The intervention is effective in helping students think critically about health choices. It was possible to improve students’ ability to think critically about health in the context of a competence‐based curriculum in Rwanda, despite challenging postpandemic conditions.


Flow diagram of study participants in the trial.
Results for each key concept covered in the trial. p < 0.0001 for all comparisons; number (%) of students answering both MCQs correctly; adjusted odds ratios are reexpressed as adjusted risk differences; intraclass correlation coefficient.
Effects of the informed health choices secondary school intervention on the ability of students in Kenya to think critically about health choices: A cluster‐randomized trial

September 2023

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37 Reads

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11 Citations

Aim There is an overabundance of claims about the advantages and disadvantages of health interventions. People need to be able to appraise the reliability of these claims. The aim of this two‐arm cluster‐randomized trial was to evaluate the Informed Health Choices secondary school intervention designed to teach students to assess claims about the effects of health actions and make informed decisions. Methods We conducted the trial among students from 80 secondary schools in five subcounties in Kenya. We used stratified randomization to allocate schools to the intervention or control arm. The intervention included a 2‐day teacher training workshop and 10 lessons that addressed nine prioritized key concepts for assessing claims about treatment effects. We did not intervene in the control schools. The primary outcome was the proportion of students with a passing score (≥ 9/18 correct answers) on the Critical Thinking about Health test, which included two multiple‐choice questions for each concept. Results Between May 11, 2022, and July 8, 2022, we recruited 3362 students and 80 teachers. We allocated 1863 students and 40 teachers to the intervention and 1499 students and 40 teachers to the control arm. In the intervention schools, 1149/1863 (61.7%) of students achieved a passing score compared to 511/1499 (34.1%) in the control schools (odds ratio 3.6 (95% CI 2.5–5.2), p < 0.0001). Conclusions The intervention had a large effect on students’ ability to think critically about health interventions. It is possible to integrate the learning of critical thinking about health within Kenya secondary school curriculum.


Student with a passing score.
Student with a mastery score.
Students’ mean score.
Students’ results for each concept.
Effects of the Informed Health Choices secondary school intervention: A prospective meta‐analysis

September 2023

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42 Reads

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6 Citations

Aim The aim of this prospective meta‐analysis was to synthesize the results of three cluster‐randomized trials of an intervention designed to teach lower‐secondary school students (age 14–16) to think critically about health choices. Methods We conducted the trials in Kenya, Rwanda, and Uganda. The intervention included a 2‐ to 3‐day teacher training workshop, digital resources, and ten 40‐min lessons. The lessons focused on nine key concepts. We did not intervene in control schools. The primary outcome was a passing score on a test (≥9 of 18 multiple‐choice questions answered correctly). We performed random effects meta‐analyses to estimate the overall adjusted odds ratios. Secondary outcomes included effects of the intervention on teachers. Results Altogether, 244 schools (11,344 students) took part in the three trials. The overall adjusted odds ratio was 5.5 (95% CI: 3.0–10.2; p < 0.0001) in favor of the intervention (high certainty evidence). This corresponds to 33% (95% CI: 25–40%) more students in the intervention schools passing the test. Overall, 3397 (58%) of 5846 students in intervention schools had a passing score. The overall adjusted odds ratio for teachers was 13.7(95% CI: 4.6–40.4; p < 0.0001), corresponding to 32% (95% CI: 6%–57%) more teachers in the intervention schools passing the test (moderate certainty evidence). Overall, 118 (97%) of 122 teachers in intervention schools had a passing score. Conclusions The intervention led to a large improvement in the ability of students and teachers to think critically about health choices, but 42% of students in the intervention schools did not achieve a passing score.


Citations (39)


... Our aim is to assess retention of the ability to apply the IHC key concepts. Details regarding the study methods can be found in the trial protocol [17] and evaluation report [16] We conducted a process evaluation alongside the trial [18] Parallel trials [19,20] and process evaluations were conducted in Rwanda and Uganda [21,22]. ...

Reference:

Effects of the Informed Health Choices secondary school intervention on the ability of lower secondary students in Kenya to think critically about health choices: 1-year follow-up of a cluster-randomized trial
Process Evaluation of Teaching Critical Thinking About Health Using the Informed Health Choices Intervention in Rwanda: A Mixed Methods Study

Global Health Science and Practice

... Our aim is to assess retention of the ability to apply the IHC key concepts. Details regarding the study methods can be found in the trial protocol [17] and evaluation report [16] We conducted a process evaluation alongside the trial [18] Parallel trials [19,20] and process evaluations were conducted in Rwanda and Uganda [21,22]. ...

Process Evaluation of Teaching Critical Thinking About Health Using the Informed Health Choices Intervention in Uganda: A Mixed Methods Study
  • Citing Article
  • December 2024

Global Health Science and Practice

... We invited the 40 teachers from the control schools to an introductory meeting where we outlined the study procedures, including the format of the CTH test. In the process evaluation [24], we conducted observations of the first lesson across all 40 schools assigned to the intervention arm. From these, we selected 10 schools for more intensive monitoring, where research assistants observed each of the remaining nine lessons using a standardized observation checklist. ...

Process Evaluation of Teaching Critical Thinking About Health Using the Informed Health Choices Intervention in Kenya: A Mixed Methods Study

Global Health Science and Practice

... A review of retention of basic science knowledge suggests that decay in what was learned in school is common, with only two thirds to three fourths of knowledge being retained after 1 year [41]. To inform the choice of teaching strategies used in the IHC secondary school resources, we conducted an overview of systematic reviews of the effects of teaching strategies [42]. Only 21 of the 326 included reviews reported learning retention as an outcome. ...

The effects of teaching strategies on learning to think critically in primary and secondary schools: an overview of systematic reviews
  • Citing Article
  • November 2024

... As noted in the results, slightly more boys than girls were lost to follow-up in the intervention arm compared to the control arm. We investigated sex as a potential effect modifier in a meta-analysis of the three trials of the IHC secondary school intervention and found evidence that boys were more likely to achieve a passing score than girls (moderate credibility) [38]. Thus, losing more boys in the intervention arm may potentially have biased the results in favor of the control schools. ...

Effects of the informed health choices secondary school intervention after 1 year: a prospective meta-analysis using individual participant data

Trials

... Our starting point for developing the intervention was that young people need to learn key concepts that can help them critically appraise claims about treatment effects and make informed health choices. 20,21 We developed the educational resources 22 to teach lower secondary school students 9 such concepts that were prioritized by teachers, curriculum specialists, and researchers from Kenya, Rwanda, and Uganda. 9 Development of the resources was informed by context analyses in those countries, [6][7][8] and an overview of systematic reviews of strategies for teaching critical thinking skills (unpublished work). ...

Teaching critical thinking about health information and choices in secondary schools: human-centred design of digital resources

... Randomized trials in Kenya, Rwanda, and Uganda have shown that the Informed Health Choices (IHC) secondary school intervention improved students' ability to apply nine key concepts for thinking critically about health choices, immediately after the intervention [13][14][15][16]. In this article, we report the effects of the IHC secondary school intervention in Uganda, 1 year later. ...

Effects of the Informed Health Choices secondary school intervention on the ability of students in Rwanda to think critically about health choices: A cluster‐randomized trial

... Randomized trials in Kenya, Rwanda, and Uganda have shown that the Informed Health Choices (IHC) secondary school intervention improved students' ability to apply nine key concepts for thinking critically about health choices, immediately after the intervention [13][14][15][16]. In this article, we report the effects of the IHC secondary school intervention in Uganda, 1 year later. ...

Effects of the Informed Health Choices secondary school intervention: A prospective meta‐analysis

... Our aim is to assess retention of the ability to apply the IHC key concepts. Details regarding the study methods can be found in the trial protocol [17] and evaluation report [16] We conducted a process evaluation alongside the trial [18] Parallel trials [19,20] and process evaluations were conducted in Rwanda and Uganda [21,22]. ...

Effects of the informed health choices secondary school intervention on the ability of students in Kenya to think critically about health choices: A cluster‐randomized trial

... Our aim is to assess retention of the ability to apply the IHC key concepts. Details regarding the study methods can be found in the trial protocol [17] and evaluation report [16] We conducted a process evaluation alongside the trial [18] Parallel trials [19,20] and process evaluations were conducted in Rwanda and Uganda [21,22]. ...

Use of the informed health choices educational intervention to improve secondary students’ ability to think critically about health interventions in Uganda: A cluster‐randomized trial