Article Text
Abstract
Objectives Team-based care is essential for improving hypertension outcomes in low-resource settings. We assessed perceptions of country representatives and healthcare workers (HCWs) on team-based hypertension care in low/middle-income countries.
Design Two cross-sectional surveys.
Setting The first survey (Country Profile Survey) was conducted in 17 countries and eight in-country regions: Algeria, Bangladesh, Burundi, Chile, China (Beijing, Henan, Shandong), Cuba, Ethiopia, India (Kerala, Madhya Pradesh, Maharashtra, Punjab, Telangana), Nepal, Nigeria, Philippines, Saint Lucia, Sri Lanka, Thailand, Turkey, Uganda and Vietnam. The second survey (HCW Survey) was conducted in four countries: Bangladesh, China, Ethiopia and Nigeria.
Participants Using convenience sampling, participants for the Country Profile Survey were representatives from 17 countries and eight in-country regions, and the HCW Survey was administered to HCWs in Bangladesh, China, Ethiopia and Nigeria.
Outcome measures Country-level use of team-based hypertension care framework, comprising administrative, basic and advanced clinical tasks. Current practices of different HCW cadres, perspectives on team-based management of hypertension, barriers and facilitators.
Results In the Country Profile Survey, all (23/23, 100%) countries/regions surveyed integrated team-based care for basic clinical hypertension management tasks, less for advanced tasks (7/23, 30%). In the HCW Survey, 854 HCWs participated, 47% of whom worked in rural settings. Most HCWs in the sample acknowledged the value of team-based hypertension care. Although there were slight variations by country in the study sample, overall, barriers to team-based hypertension care were identified as inadequate training (83%); regulatory issues (76%); resistance by patients (56%), physicians (42%) and nurses (40%). Facilitators identified were use of treatment algorithms (94%), telehealth/m-health technology (92%) and adequate compensation for HCWs (80%).
Conclusions Our findings revealed key lessons for health systems and governments regarding team-based care implementation. Specifically, policies to facilitate additional training, optimise HCWs’ roles within care teams, use of hypertension treatment protocols and telehealth/m-health technology will be essential to promote team-based care.
- Blood Pressure
- Cardiac Epidemiology
- Hypertension
- EPIDEMIOLOGY
- PUBLIC HEALTH
- International health services
Data availability statement
Data are available upon reasonable request. Data will be made available upon request from researchers who provide a methodologically sound proposal, following assessment from the research team, and subject to a data sharing agreement. Data will be de-identified and strictly adhere to participant confidentiality and consent, per Institutional Review Board guidelines for each participating institution.
This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.
Statistics from Altmetric.com
- Blood Pressure
- Cardiac Epidemiology
- Hypertension
- EPIDEMIOLOGY
- PUBLIC HEALTH
- International health services
Strengths and limitations of this study
Findings from our study provide evidence from healthcare workers (HCWs) from multiple low/middle-income countries (LMICs) on the state of team-based hypertension care in low-resource settings.
Our surveys were translated into the different languages of use in participating countries to allow for more nuanced interpretation of contextual factors regarding team-based hypertension care.
Our study provides further evidence and justification for investing in HCW training and remuneration to enhance implementation of team-based care.
The surveys were limited to a non-random sampling of HCWs and country representatives from LMICs; the sample may not be representative of team-based care practices in these countries, which may impact the generalisability of the findings.
The Country Profile Survey relied on responses from country representatives, and it is difficult to ascertain whether these representatives have complete knowledge of country-level use of team-based care for hypertension management.
Introduction
Low/middle-income countries (LMICs) are undergoing an epidemiological transition with a double burden of communicable and non-communicable diseases (NCDs), particularly cardiovascular disease (CVD).1 Hypertension is a major risk factor for CVD, such as myocardial infarction, stroke and kidney disease, globally.2 In addition, LMICs are experiencing an increased burden of hypertension.3 Despite knowledge and availability of evidence-based treatment of hypertension, the prevalence of controlled blood pressure (BP) is extremely low (<10%) in LMICs, especially for countries in Africa, central and south Asia and eastern Europe.4 5
Tackling the burden of hypertension requires a robust healthcare workforce to diagnose, treat and control hypertension. However, LMICs commonly have an insufficient workforce, that is, few physicians,6 which presents a major barrier in efforts to control hypertension. There is also a shortage of other healthcare workers (HCWs), such as nurses and pharmacists.6 The World Bank estimates (2018–2020 data) that there were 0.7 physicians, 1.7 nurses and midwives per 1000 people in India, while in Nigeria, there were 0.4 physicians, 1.5 nurses and midwives per 1000 people.6 These estimates are in stark contrast to the higher ratios in the USA (2.6 physicians, 15.7 nurses and midwives per 1000 people) and the UK (3.0 physicians, 7.2 nurses and midwives per 1000 people).6 The COVID-19 pandemic has further strained the healthcare workforce, which was already limited in these countries. The WHO projects that 18 million HCWs will be needed in LMICs by 2030. Team-based care, defined as a health systems-level, and organisational intervention that relies on multidisciplinary teams to improve the quality of hypertension care for patients,7 has been proposed as a potential solution to workforce shortage challenges in LMICs. The WHO Team-Based Care Module of the HEARTS technical package8 provides training materials on team-based care, including steps in implementation, and sample workflow charts that may be tailored to different settings. Through the HEARTS technical package, the WHO advocates that its member countries consider implementing team-based care interventions to improve the accessibility and quality of healthcare services.
Teams can include patients, primary care physicians and other HCWs such as nurses, pharmacists, counsellors, social workers, nutritionists, community health workers, etc.9 In team-based care, these cadres share tasks to manage patients with hypertension (eg, community health workers measuring BP and nurses refilling antihypertensive medications).10 Randomised controlled trials and meta-analyses of team-based hypertension care involving nurse or pharmacist intervention have demonstrated reductions in systolic (5.4 mm Hg reduction) and diastolic BP (1.8 mm Hg reduction) and greater achievement of BP goals (12% increase) when compared with usual care.7 11 12 There is also strong evidence that team-based care is a cost-effective strategy, which is relevant to resource-constrained settings. Despite a body of evidence,13–15 uptake of team-based care is still limited, particularly in LMICs, and barriers and facilitators of team-based care have not been systematically studied in LMICs.16
To assist LMICs with developing strategies to implement team-based hypertension care, this study aims to understand the current landscape of team-based care from the perspective of healthcare administrators and HCWs currently practicing in LMICs. The first survey (Country Profile Survey) assessed country-level use of team-based care for hypertension management. The second survey (HCW Survey) explored team-based care management of hypertension through current practices and perspectives of different HCWs, including barriers and facilitators to implementation.
Methods
Two anonymous online surveys with different objectives, questions and sampling frames were administered from September 2020 to October 2021 (Country Profile Survey) and July 2021 to December 2021 (HCW Survey). The first survey (Country Profile Survey) aimed at understanding the current tasks of HCWs and was administered to country representatives from 23 countries and in-country regions. The second survey (HCW Survey) aimed to understand their perspectives on team-based management of hypertension, and the barriers they face and facilitators, was administered to HCWs currently practicing in four RTSL (Resolve to Save Lives) priority LMICs (Bangladesh, China, Ethiopia and Nigeria). The surveys collected sociodemographic and employment characteristics of respondents, current roles and responsibilities of HCWs, HCWs’ perceptions of team-based hypertension care, and barriers and facilitators to team-based hypertension care. The surveys were developed with contributions from hypertension, epidemiology and health systems experts at Johns Hopkins and RTSL, including its leaders and country representatives who live or work in LMICs.
The study conduct and reporting of findings followed the Strengthening the Reporting of Observational Studies in Epidemiology guideline for cross-sectional studies.
Data collection
The first survey was administered in English between September 2020 and October 2021 among countries with ongoing RTSL-supported programmes. RTSL is a global non-profit organisation that supports countries in their efforts to reduce morbidity and mortality from hypertension.17 The study was also administered among the LINKS community,18 a global community for cardiovascular health comprising 1061 individuals from 94 countries. Members belong to over 600 organisations, including ministries of health, academic institutions, non-governmental organisations (NGOs)/civil society organisations, RTSL’s partner organisations such as WHO and NCD Alliance, private practices and government hospitals. The inclusion criteria for this survey were persons that are country representatives of hypertension management programmes within RTSL, WHO or persons employed by an academic organisation, government, healthcare organisation or public health organisations in LMICs. We advised our partners to ensure only one representative per country was selected to participate; if the selected representative was unable to complete the survey, an alternative person was recommended.
The second survey administered between July 2021 and December 2021 was translated into Chinese, Bangla and four Ethiopian languages (Amharic, Somali, Sidama and Oromo) and was administered to HCWs employed as physicians, nurses, pharmacists and community health workers in Bangladesh, China, Ethiopia and Nigeria. The back translation of the surveys was done to ensure accuracy of translation and was approved by the principal investigator (YC-M). Participants were recruited through healthcare facilities and healthcare organisations that have established relationships and existing collaborations with RTSL and the LINKS community within the countries. We distributed the survey link to these organisations, who then distributed the survey to their constituents, encouraging interested HCWs to participate. Due to the convenience sampling strategy, we were unable to pre-specify a response rate because we could not reliably determine those who received a link to the survey and persons who declined to participate.
The two surveys were constructed and administered via Research Electronic Data Capture (REDCap). Two unique links were created, and RTSL disseminated the online survey links to potential respondents for both surveys. Where RTSL was not the main hypertension programme implementer, the survey was disseminated through RTSL’s in-country implementation partners. Where internet connectivity was limited for the HCW survey, paper copies of the surveys were administered in person, followed by manual data entry into REDCap by a data clerk. The survey instruments are available in the online supplemental material.
Supplemental material
Study population and sample size
A convenience sample of country representatives and HCWs was used to complete this survey. There was no target recruitment goal for country representatives in the first survey, as the goal was to collect responses from as many LMICs as possible. The recruitment targets for HCWs in the second survey in each country were established based on the size of the HCW workforce in each country (online supplemental table 1).
Statistical analysis
All survey data were exported from REDCap and analysed using StataI/C 16.1 (StataCorp). A two‐sided p< 0.05 was considered statistically significant. Missing data were excluded from the analysis. Continuous and categorical variables were summarised using mean (±SD) and frequencies and percentages, respectively. Responses on hypertension management task assignment were presented using graphs for visualisation and stratified by WHO regions and participating countries. χ2, Fisher’s exact, Wilcoxon rank-sum and Student’s t-tests were used as appropriate to compare HCWs’ perceptions of team-based care across the LMICs. Tasks of HCWs related to hypertension management were summarised using descriptive analysis summary techniques and categorised based on the Team-Based Hypertension Care conceptual framework the research team developed (figure 1).19 In this framework, hypertension tasks are categorised into three task complexity levels: (1) administrative tasks that can be completed with limited clinical knowledge and involve a low level of decision making (eg, scheduling); (2) basic clinical tasks that require a higher degree of clinical knowledge and decision-making capacity, but that can be performed mostly independently from direct physician supervision (eg, taking patients’ history) and (3) advanced clinical tasks that require the highest level of clinical knowledge, decision-making capacity and support such as a standard treatment protocol, or phone call with a physician (eg, initiating treatment). For the first survey, data were grouped according to WHO regions and then reported at the level of individual countries.
Team-based care conceptual framework for hypertension management.19
Reflexivity
The first author, an early career researcher (OO), and the senior author (YC-M) are both originally from a lower middle-income country. Majority of the collaborators and co-authors (ZH, LT, GAD, AW, SRC, SJ, MRB, SI, KO, JO, ECO, DO) who assisted with coordinating translations, recruitment and data collection from participating countries were from LMICs. Research team members from high-income countries were involved (DC, AEM, DN, CDH, AE, GWP, LA, KM, MDH) in project implementation and contributed to data interpretation. All authors contributed to the design, results interpretations and critical revision of the manuscripts. All authors approved the final version for submission.
Patient and public involvement
None.
Results
Team-based hypertension care country profile survey (first survey)
Respondents of the Country Profile Survey represented 17 countries and eight in-country regions across six WHO regions (ie, Algeria, Bangladesh, Burundi, Chile, China (Beijing, Henan, Shandong), Cuba, Ethiopia, India (Kerala, Madhya Pradesh, Maharashtra, Punjab, Telangana), Nepal, Nigeria, Philippines, Saint Lucia, Sri Lanka, Thailand, Turkey, Uganda and Vietnam) (online supplemental table 2). Most country representatives had at least a master’s degree, and had primary affiliations in hospitals or health centres, NGOs or the WHO Country Office. According to the country representatives, health insurance was mandatory in 5 (21.7%) countries and opt-in insurance in 13 (56.5%) of the countries. There was evidence of published hypertension guidelines in 20 countries/regions; in 10 countries/regions, there were team-based care recommendations or guidelines. Telehealth was used in 12 countries/regions and six of these had existing guidelines for telehealth use in primary care.
Hypertension management task assignment in participating countries
Most countries had evidence of team-based care for basic clinical tasks in which community health workers, nurses and pharmacists measured BP, refilled medication and counselled patients (table 1, online supplemental table 3). Some countries indicated that team-based care existed at the advanced clinical tasks level such that nurses and pharmacists could diagnose hypertension, initiate and titrate hypertension treatment. This was evident in Burundi, Ethiopia, Chile, Saint Lucia, India (Madhya Pradesh), Nepal and Nigeria. In fewer countries, community-health workers performed these advanced-level tasks, namely, China (Beijing and Shandong), India (Madhya Pradesh) and Nigeria.
Hypertension management task allowed by countries, level of task complexity and type of healthcare provider (basic and advanced clinical tasks)
Team-based hypertension care survey among HCWs (second survey)
In the HCW survey, 854 HCWs from four countries completed the survey; 274 were from Bangladesh, 268 were from China, 63 were from Ethiopia (limited responses due to social unrest) and 249 were from Nigeria. Most respondents from China were from Beijing (98%), and most respondents from Bangladesh were from Sylhet Division (49%). The mean (±SD) age was 34.9 (10.2) years, 67% were women, 23% were general medical practitioners and 31% were nursing professionals (online supplemental table 4). Many worked in rural areas (47%), hospitals or health centres (83%), and 38% held a managerial role.
Characteristics of HCW survey respondents
The mean (±SD) age of HCWs respondents by country was 31.7 (5.9) years in Bangladesh, 34.9 (12.4) years in China, 30 (5.8) years in Ethiopia and 33.8 (9.8) years in Nigeria (online supplemental table 4). Across the countries, most respondents were females, except for Ethiopia, where 57% of HCW respondents were men. In terms of HCW cadre, many respondents from Bangladesh were nursing professionals (36%), general medical practitioners for China (37%), nursing professionals for Ethiopia (32%) and community health workers for Nigeria (41%). Report of use of telehealth was highest in China (74%), while less than half of respondents indicated use of telehealth in Bangladesh (46%), Ethiopia (29%) and Nigeria (11%).
Perspectives on team-based hypertension care, facilitators and barriers
Barriers to team-based care were identified; this included inadequate training of HCWs such as nurses, pharmacists and community health workers (83%), regulatory issues such as the scope of practice laws and practice standards (76%), resistance by patients (56%) and professional opposition by physicians (42%) or nurses (40%) (figure 2A). Most HCWs from China, Ethiopia and Nigeria listed regulatory issues as a main barrier (75%, 87% and 79%, respectively) (online supplemental figures 1–3). The majority of the HCWs in Bangladesh identified inadequate training as a major barrier (88%) (online supplemental figure 4). HCW respondents indicated that team-based hypertension care could be improved by the following: use of hypertension treatment algorithms (94%), use of technology such as telemedicine and mobile health technology to ease management of hypertension (92%) and adequate compensation for HCWs who are not physicians (80%) (figure 2B).
(A) Perceived barriers, (B) perceived facilitators and (C) healthcare workers’ perspectives on team-based hypertension care.
Most HCWs acknowledged the value of team-based hypertension care (figure 2C). Specifically, they revealed that team-based hypertension care could quickly increase patient care capacity (96%), improve healthcare coverage and human resource efficiency (92%), result in similar patient outcomes (88%), reduce the cost of care for patients (87%), is necessary for their country (94%). They also indicated that team-based hypertension care should be included in the hypertension training curriculum of HCWs (94%), and there should be compensation for any additional responsibilities taken on by HCWs (88%).
Hypertension management task assignment
Task assignments related to hypertension management for HCWs differed across countries (online supplemental figure 5). HCWs were asked to identify which HCW cadre performed the advanced hypertension management in practice (figure 3). The task assignment was classified according to the hypertension task-sharing conceptual framework (figure 1)19: advanced clinical tasks which include initiating and titrating hypertension treatment and diagnosing hypertension were mostly performed by physicians in Bangladesh and China, by nurses in Ethiopia and by community health workers (including community nurses and community health extension workers) in Nigeria.
Advanced clinical tasks assignment in practice, by participating country. (A) Initiating treatment per protocol. (B) titrating treatment per protocol and (C) diagnosing hypertension.
Discussion
We undertook this study to examine team-based care for hypertension care in LMICs. Guided by a team-based care conceptual framework for hypertension management,19 we observed similarities as well as heterogeneity in the practice of team-based care across the six WHO regions and 19 countries that were represented in the Country Profile Survey. Overall, country representatives indicated that non-physicians performed administrative and basic clinical tasks but not advanced tasks in their respective countries and that nurses and pharmacists engaged in advanced clinical tasks in just seven countries and in-country regions (Burundi, Ethiopia, Chile, Saint Lucia, India (Madhya Pradesh), Nepal, Nigeria), and community health workers in only four countries/in-country regions (China (Beijing and Shandong), India (Madhya Pradesh) and Nigeria). In the HCW survey, advanced clinical tasks were mostly performed by physicians in Bangladesh and China, by nurses in Ethiopia and by community health workers. HCWs noted that inadequate training of HCWs, regulatory issues such as the scope of practice laws and practice standards and possible resistance by patients were barriers to implementing team-based care. Our survey of country representatives and HCWs revealed key lessons that may inform future interventions to implement team-based care in LMICs.
Importantly, barriers to team-based care implementation identified by HCW participants present implementation opportunities for countries, health organisations and health systems. Although HCWs overwhelmingly perceived that team-based care increases patient care capacity and improves healthcare resource efficiency, barriers such as professional opposition by nurses and physicians, regulatory issues, and inadequate training may significantly hamper this process. The benefits of team-based care are well-established, and prior studies have shown that lack of ready acceptance by physicians remains a major obstacle,9 20 while other studies have found that physicians and non-physicians embrace team-based care.21
To address these barriers and enhance the adoption of team-based care in LMICs, ongoing and in-service training of non-physicians should be prioritised to enable them to acquire the requisite knowledge and skills to perform basic and advanced clinical tasks. The effectiveness of these kinds of training has been demonstrated, for instance, in rural districts of northwest Ethiopia, where a 3-day training for the health extension workers and other HCWs improved their BP measurement technique.22 The WHO Team-Based Care Module of the HEARTS technical package8 provides training materials on team-based care, including steps in implementation, and sample workflow charts that may be tailored to different settings. Other resources include ‘Fundamentals for Implementing a Hypertension Programme in Resource-Constrained Settings’, a course developed by Johns Hopkins Bloomberg School of Public Health, International Society of Hypertension and other organisations,23 which also include open access YouTube training videos.24–26 The type and duration of training that is provided should be tailored to the specific tasks that are performed. More experienced HCWs and physicians could be engaged in the training to enhance acceptance of team-based care and optimise the roles of the healthcare team.
To address the barrier of scope of practice laws and practice standards in LMICs, there is a need for increased advocacy for policy and regulatory changes that allow non-physicians to contribute to efforts to improve hypertension control meaningfully. Professional organisations, especially physician organisations, are well-positioned to advocate on behalf of their HCW colleagues for training opportunities and changes to the scope of practice laws to optimise the HCW workforce needed to curb the burden of hypertension.27–29 Concerns about quality of training can be mitigated through additional training and supervision of non-physician HCWs. In addition, reforms of outdated scope of practice policies are needed to enhance the capacity of non-physicians in LMICs. Advocacy efforts should also include ensuring fair wages, payment for services and safe working conditions for all HCWs who engage in team-based care. This includes primary healthcare financing reforms that incentivise multidisciplinary team approaches to primary care services.30 Additionally, the implementation of comprehensive national policies on team-based care across LMICs as part of the national policy on task-sharing and task strengthening may improve hypertension control across all levels of care.
Our study has limitations. First, the two surveys were limited to a non-random sampling of HCWs and country representatives from 23 LMICs and in-country regions, which may not be representative of team-based care practices in all LMICs. The generalisability of study findings is also limited; given the convenience sampling and inability to pre-determine a response rate, the representativeness of the samples in the HCW Survey cannot be determined. Additionally, the survey was administered in only some of the states and provinces in India and China, further limiting the generalisation of results within those countries. Also, due to the non-random sampling, responses could have been biased toward cadres of HCWs that participated in the surveys. In addition, the Country Profile Survey relied on responses from country representatives, and it is difficult to ascertain whether these representatives have complete knowledge of country-level use of team-based care for hypertension management. Considering the important role of dieticians in non-pharmacologic management of hypertension, they could have been included as one the HCWs of focus involved in team-based hypertension care in the participating countries.31 32 Although we note that in many of the countries surveyed, there are shortages of registered dieticians and many facilities may not have a registered dietician on staff.33 34
Despite these limitations, our study has some strengths. The findings from our study provide evidence from HCWs from multiple LMICs on the state of team-based hypertension care in low-resource settings. Second, our surveys were translated into the different languages of use in participating countries to allow for more nuanced interpretation of contextual factors to be considered when implementing team-based hypertension care. In addition, many HCWs worked in rural settings with severe shortages of physicians, specialists and middle-level HCWs, where team-based care strategies may be most beneficial. Urban areas with higher patient volume are not spared from the physician shortage challenges either, and will greatly benefit from the implementation of team-based care approaches to manage hypertension. Finally, our study provides further evidence and justification for investment in HCW training and remuneration to enhance team-based care implementation, based on interest among HCW groups to ultimately improve hypertension control at the community level.
In summary, although most HCW respondents acknowledged that team-based care increases patient care capacity and improves healthcare resource efficiency, major barriers hamper the implementation of team-based care in LMICs. Indeed, only a few participating countries endorsed the performance of advanced clinical hypertension management tasks by HCWs who were not physicians. Our survey revealed key lessons for health systems and governments regarding team-based care implementation. Comprehensive national policies on team-based care across LMICs may improve hypertension control across all levels of care. Regulatory and supervision support mechanisms may need to be instituted to support HCWs, including consideration for capitated funds, per-service payments, or reimbursements to the facility team rather than one HCW cadre. In addition, training and systematic supervision of non-physician HCWs should be prioritised to enable them to acquire the requisite knowledge and skills to perform basic and advanced clinical tasks for effective hypertension management and control.
Data availability statement
Data are available upon reasonable request. Data will be made available upon request from researchers who provide a methodologically sound proposal, following assessment from the research team, and subject to a data sharing agreement. Data will be de-identified and strictly adhere to participant confidentiality and consent, per Institutional Review Board guidelines for each participating institution.
Ethics statements
Patient consent for publication
Ethics approval
This study involves human participants. Johns Hopkins Medicine Institutional Review Board (IRB00250769) approved the study at the Johns Hopkins coordinating site, and IRB approval was obtained from each participating country for the HCW Survey. Participants gave informed consent to participate in the study before taking part.
Acknowledgments
We thank the country representatives and healthcare workers who participated in this study. We thank collaborators from the University of Abuja; Fuwai Hospital, Beijing; National Heart Foundation of Bangladesh, Ministry of Health and Family Welfare Bangladesh, Federal Ministry of Health Ethiopia, Regional Health Bureaus, Ethiopia, Kano State Ministry of Health and State Primary Health care Development Agency, and Ogun State Ministry of Health and State Primary Health care Development Agency. We would also like to thank colleagues from Resolve To Save Lives China (Cao Ying), Resolve To Save Lives Ethiopia (Mentwab Gebreegz). Specifically, we thank the following collaborators: Dr Md Ruhul Amin, National Heart Foundation of Bangladesh; Dr Deb Dulal Dey Parag, National Heart Foundation of Bangladesh; Dr Progga Mahahabin, National Heart Foundation of Bangladesh; Dr Mahfuja Luna, National Heart Foundation of Bangladesh; Khondokar Ehsanul Amin Emon, National Heart Foundation of Bangladesh; MD Riasat Razi Ullah, National Heart Foundation of Bangladesh; Dr Iqbal Ahmed Khan, National Heart Foundation of Bangladesh; MD Sazzad Hossain, National Heart Foundation of Bangladesh; Directorate General of Health Service, Ministry of Health and Family Welfare Bangladesh; Non-communicable disease case team, Disease Prevention and Control Directorate, Federal Ministry of Health Ethiopia; Non-communicable disease case team, Regional Health Bureaus, Ethiopia; Dr. Mary Dewan, NCD Unit, WHO Country Office, Abuja Nigeria; Gabriel Shedul, Cardiovascular Research Unit, University of Abuja; Anthony Orji, Cardiovascular Research Unit, University of Abuja; Dr Kasarachi Omitiran, University of Abuja; Kano State Ministry of Health; Ogun State Ministry of Health; Kano State Primary Health care Development Agency; Ogun State Primary Health care Development Agency.
References
Supplementary materials
Supplementary Data
This web only file has been produced by the BMJ Publishing Group from an electronic file supplied by the author(s) and has not been edited for content.
Footnotes
Twitter @bunmiogungbe09, @Dines2021, @CDH_JHU, @LarryAppel, @KuniMatsushita, @ycommodore
Contributors This work is a result of a multidisciplinary team. YC-M, DC and AEM conceived the idea for the study; YC-M, DC and OO drafted the protocol and statistical analysis plan. YC-M and OO conducted the literature search. DC, ZH, LT, GAD, AW, SRC, SJ, MRB, SI, KO, JO, ECO and DO assisted with coordinating translations, recruitment and data collection from participating countries. OO managed data and performed data analyses and visualisation. OO, DC, AEM, DN, CDH, AE, GWP, LA, KM and MDH contributed to data interpretation. YC-M supervised the study, serves as guarantor and accepts full responsibility for the work and the conduct of the study. YC-M, DC and OO wrote the original draft. All authors contributed to the design, results, interpretations and critical revision of the manuscripts. All authors approved the final version for submission.
Funding This study was supported by Resolve to Save Lives. Resolve To Save Lives (Grant Number: 127704) is funded by Bloomberg Philanthropies, the Bill & Melinda Gates Foundation, and Gates Philanthropy Partners, which is funded with support from the Chan Zuckerberg Initiative.
Competing interests None declared.
Patient and public involvement Patients and/or the public were involved in the design, or conduct, or reporting, or dissemination plans of this research. Refer to the Methods section for further details.
Provenance and peer review Not commissioned; externally peer reviewed.
Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise.