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Effectiveness of a provider and patient-focused intervention to improve hypertension management and control in the primary health care setting in Cuba: a controlled before-after study

Abstract

Background

Implementation research to improve hypertension control is scarce in Latin America. We assessed the effectiveness of an intervention aimed at primary care practitioners and hypertensive patients in a setting that provides integrated care through an accessible network of family practices.

Methods

We conducted in Cardenas and Santiago, Cuba, a controlled before-after study in 122 family practices, which are staffed with a doctor and a nurse. The intervention comprised a control arm (usual care), an arm with a component targeting providers (hypertension management workshops), and an arm with, on top of the latter, a component targeting patients (hypertension schools). To evaluate the effect, we undertook a baseline survey before the intervention and an endline survey sixteen months after its start. In each survey, we randomly included 1400 hypertensive patients. Controlled hypertension, defined as a mean systolic and diastolic blood pressure below 140 and 90 mmHg, respectively, was the primary endpoint assessed. We performed linear and logistic regression with a Generalized Estimating Equations approach to determine if the proportion of patients with controlled hypertension changed following the intervention.

Results

Seventy-three doctors, including substitutes, and 54 nurses from the 61 intervention family practices attended the provider workshops, and 3308 patients −51.6% of the eligible ones- participated in the hypertension schools. Adherence to anti-hypertensive medication improved from 42% at baseline to 63% at the endline in the intervention arms. Under the provider intervention, the proportion of patients with controlled hypertension increased by 18.9%, from 48.7% at baseline to 67.6% at endline. However, adding the component that targeted hypertensive patients did not augment the effect. Compared to patients in the control arm, the adjusted OR of having controlled hypertension was 2.36 (95% CI, 1.73–3.22) in the provider and 2.00 (95% CI, 1.68–2.37) in the provider plus patient intervention arm.

Conclusions

The intervention’s patient component remains to be fine-tuned. Still, we demonstrate that it is feasible to substantially improve hypertension outcomes by intervention at the primary care level, despite an already relatively high control rate.

Peer Review reports

Background

About 17.8 million people die from cardiovascular diseases (CVDs) each year, 31% of all deaths worldwide [1], and more than 75% of those deaths occur in low- and middle-income countries (LMICs) [2]. Uncontrolled hypertension, the main modifiable risk factor for CVDs, is associated with over 10 million avoidable deaths annually [3]. Almost three-quarters of people with hypertension (650 million people) live in LMICs [4], where 88% of the hypertension-attributable mortality takes place [5]. In Latin America and the Caribbean, hypertension affects up to 40% of the adult population [6, 7], and CVDs annually lead to 1.8 million deaths in the region [8, 9].

The benefits of lowering blood pressure (BP) to prevent CVDs are well established [10,11,12,13,14]. Notwithstanding, in a recent cross-sectional study on the management of hypertension in 44 LMICs [15], only 39.2% of individuals with hypertension were aware of their condition, 29.9% were being treated, and 10.3% had achieved BP control. A 2016 review including studies from 90 countries worldwide reported 26.3% hypertension control among patients aware of their condition in the represented LMICs, against 50.4% in the included high-income ones [16]. However, hypertension care and control figures show substantial variability among LMICs, corroborating the need to provide evidence on the contribution of risk factors, management strategies, and service delivery in their specific sociocultural and health care systems contexts [17]. Apart from the population’s possible low disease awareness and limited access to health care, most LMICs’ health systems are designed to provide acute curative care [18, 19]. Hence, chronic care is often reduced to fragmented and expensive disease management [20, 21], characterized by a lack of preventive approaches and oriented toward treating complications and acute exacerbations at the referral level [22, 23].

Yet, Primary Health Care (PHC) should play a key role in preventing and managing chronic conditions [22,23,24,25,26], also by boosting the quality of the provider-patient interaction. Well-tuned provider-patient communication and shared decision-making have been associated with better adherence to anti-hypertensive treatment and improved self-care management in diverse countries and populations [27, 28], including low-income black hypertensive patients in the United States [29, 30], patients attending PHC services in Latin America [31, 32] and patients treated in specialist services in Europe [33]. In addition, also provider-patient communication that addresses patients’ sociodemographic circumstances or promotes social support is instrumental in enhancing medication adherence [34, 35].

International initiatives such as the Standardized Hypertension Treatment and Prevention Project [19], developed by the Pan American Health Organization and the United States Centers for Disease Control and Prevention, have identified six essential components for intervention to improve hypertension control: guideline-based standardized treatment protocols; access to essential medicines and technology; health information systems for cohort monitoring and evaluation; patient empowerment; team-based care; and community engagement. The Global Hearts Initiative [36], led by the World Health Organization, stresses the need to strengthen health systems at the primary care level. The Initiative’s technical package addresses the four main risk factors for CVDs (tobacco use, physical inactivity, unhealthy diets, and harmful alcohol consumption). It further emphasizes risk-based management, appropriate referral, improved service delivery by task-sharing, and robust clinical monitoring. Interventions along the above lines, directed at the community, patients, and health care providers, have undoubtedly the potential to improve outcomes for people with chronic conditions in general and hypertension in particular. Still, there is a lack of evidence on their effectiveness from research conducted in LMICs [37]. Studies in Mexico [38, 39], Argentina [40], and Peru [41] are noteworthy exceptions in Latin America and the Caribbean.

In Cuba, a middle-income country, chronic conditions and CVDs account for 84 and 36% of the overall mortality, respectively [42]. Hypertension prevalence, in turn, was estimated at 30.9% in the population above 15 years in the most recent nationwide survey [43]. In contrast to the majority of fragmented Latin American health systems, the Cuban national system provides integrated care through an accessible network of family practices. It is internationally recognized for being well-organized, based on a PHC approach, and enjoying favorable health indicators [44,45,46]. In recent decades, the Cuban health system has shown remarkable hypertension control figures at the population level, similar to those reported by the United States and Canada [47]. It was signaled as an early example of significant success in controlling hypertension [48] and, at the same time, put forward as an appropriate setting to study the potential of resource-constrained health systems in improving hypertension treatment and control [49]. Indeed, the Cuban health system still faces significant challenges in comprehensively addressing non-communicable disease prevention and control. Despite free and universal health services, there are utilization and supply gaps, and there is scope for tweaking the quality of care [47, 50].

Our 2012 study amongst individuals with diagnosed hypertension in the municipalities of Cardenas and Santiago documented that 91% were on pharmacological treatment but only 58% had controlled hypertension [25]. Appraisal of the population’s representations regarding hypertension [51] documented unsatisfactory knowledge of hypertension management, self-care requirements, and potential complications. Audits of family doctors’ clinical records and assessment of the quality of the provided care [52] uncovered significant gaps in the PHC staff’s clinical performance and poor adherence to the national guidelines for hypertension management clinical inertia, and inadequate prescription of anti-hypertensive drugs. Based on this formative research, we set up an intervention to reduce the hypertension control gap, targeting primary care practitioners and hypertensive patients under their care. For the former, we focused on increasing compliance with evidence-based standardized guidelines, enhancing clinical skills, and improving the quality of the provider-patient interaction. For patients, the intervention primarily aimed to augment their awareness of the need for preventing complications, foster self-care skills, and improve hypertension treatment adherence. The present paper’s primary objective is to assess the effectiveness of the intervention in increasing the proportion of patients with controlled hypertension.

Methods

Design

We conducted a quasi-experimental controlled before-after study. We performed a baseline cross-sectional hypertension control assessment from February to December 2012 [25]. The intervention started in January 2013 and was actively implemented until January 2014. An intervention period of one year was deemed sufficient since most studies aimed at improving hypertension control could demonstrate results after one year or less [53]. We executed the endline survey between April and October 2014.

Setting

The Cuban PHC system consists of Family Doctor and Nurse (FD&N) practices and policlinics. The entire population is registered with a FD&N practice, the first entry point to the health care system. Each practice comprises one doctor and one nurse, who share tasks towards providing holistic health care to their assigned population of around 1000 persons. The family doctor is the head of the team and is mainly in charge of curative clinical work, while the family nurse focuses on health promotion and prevention activities [54]. Doctors and nurses jointly perform home visits to conduct family and individual risk assessments, which guide preventive actions and define the schedules of follow-up consultations for each family member. Together with community representatives, they conduct an annual assessment of the local health situation and establish a plan for priority health-related activities.

Policlinics provide diagnostic and support services and specialized ambulatory care. One policlinic and about thirty FD&N practices compose a health area, covering around 30,000 inhabitants. Health areas are functionally organized into Basic Working Groups (BWGs) that assemble some 15 FD&N practices and an internist, pediatrician, obstetrician/gynecologist, psychologist, dentist, nurse supervisor, social worker, statistician, and hygiene and epidemiology technician from the policlinic [54]. The National Hypertension Program of the Ministry of Public Health sets and evaluates specific control policies and produces and updates the Cuban guidelines for hypertension prevention, diagnosis, and treatment [55].

Study population and sampling

The study took place in the health areas Julio Antonio Echeverria (population 35,258; 2 BWGs and 28 FD&N practices) and Moncada (population 37,513; 2 BWGs; 33 FD&N practices) in the municipality of Cardenas (central Cuba; total population 142,369), and in the Grimau (population 41,284; 2 BWGs; 33 FD&N practices) and Finlay (population 28,885; 2 BWGs; 28 FD&N practices) health areas in Santiago municipality (east Cuba; total population 513,784). The municipalities were chosen based on the commitment of the local health authorities to facilitate carrying out the study and to collaborate in assuring high implementation quality of the intervention.

We independently sampled participants for the baseline and endline surveys. The sample size for each survey was 1400 hypertensive patients. In each of the 2 BWGs of the 4 study health areas, we selected 7 FD&N practices by systematic random sampling from the list of existing BWG practices in the area, using a random starting point and the number of FD&N practices in the area/7 as sampling interval. We included 25 patients by simple random sampling from the hypertension register in each of these practices. Patients were eligible for inclusion if they were 18 years or older, had a confirmed diagnosis of hypertension documented in their medical records, and provided written informed consent to participate in the study. In the baseline survey, the sample size allowed to estimate the proportion of patients with controlled hypertension -anticipated being around 50%- with a confidence level of 90% and a precision of 5%, given an expected cluster effect of 2.5. For the endline survey, it provided 80% power at α 0.05 to detect a 15% increase in hypertension control in the intervention arms. Figure 1 depicts a graphical illustration of the study population, intervention allocation, and sampling procedure.

Fig. 1
figure 1

Intervention allocation and sampling procedure in each survey round. Cardenas and Santiago, Cuba, 2012–2014

Intervention

The intervention targeted FD&N and hypertensive patients under their care. In each municipality, the intervention was assigned to the study health area with the higher prevalence of uncontrolled hypertension in diagnosed patients: Finlay in Santiago and Moncada in Cardenas. In each of these areas, we implemented the health care provider component in both BWGs, and in one randomly selected BWG, we added the component targeting hypertensive patients. The second study health area in each municipality, Grimau and Echeverria, served as control. There, the National Hypertension Program continued to be implemented unabated, and patients received the usual care.

Description of the intervention

Hypertension management workshops for family doctors and nurses

Together with the Provincial Technical Advisory Commissions on Hypertension and the policlinics’ management, the research team developed seven training sessions of two hours each for doctors and nurses of the family practices in both intervention arms. They focused on updating the knowledge and skills required for good quality diagnosis, treatment, and follow-up of hypertensive patients. Members of the Provincial Commission and internal medicine specialists from the policlinics delivered the workshops.

The training was designed as four interactive conferences and three practical sessions, each one week apart. The conferences focused on epidemiological aspects of hypertension, the Cuban surveillance system for non-communicable diseases, and various aspects of hypertension diagnosis and management (Panel). The practical training aimed at strengthening skills in correctly taking BP and anthropometric measurements and accurately recording clinical data.

Before attending the workshops, participants were invited to study the Cuban hypertension prevention and control guidelines. The training adopted a formative model for adult learning. A pre-test evaluated knowledge gaps and strengths on the subject. During the conferences, the attendees reflected upon and discussed the main aspects of the topics covered using interactive group techniques. The hands-on sessions relied on standardized protocols and demonstrations to develop specific clinical skills. Finally, the policlinics’ management conducted a summary and feedback session and applied a post-test to evaluate the participants’ progress.

Hypertension schools

The family nurses and policlinic staff from different disciplines conducted the Schools in the FD&N practices of the ‘Provider and Patient’ study arm. The Schools aimed to improve hypertensive patients’ understanding of their condition and foster self-reliance. They consisted of interactive sessions one week apart that received a maximum of twenty patients per cycle.

Patients with complications such as ischemic heart disease, stroke, and end-stage renal insufficiency or elderly patients with multi-pathology are primarily followed up by a multidisciplinary specialist team in the policlinics. Hence, given the focus of the intervention on strengthening the system’s performance at the FD&N practice level, the research team, in consultation with the Ministry of Health, decided to limit attendance to patients of age 20 to 70 with uncomplicated hypertension.

Attendees received a reminder phone call one day before each of the four regular School sessions, which lasted an hour and delivered critical messages adapted to the local customs. Subjects covered included self-care and modifiable factors such as healthy diets, physical activity, excessive alcohol consumption, and tobacco use. Patients also obtained information on abnormal BP values, the importance of periodical BP measurements, how uncontrolled hypertension affects health, and alarm signs for the most frequent cardiovascular complications. Moreover, they received education on the relevance of adherence to anti-hypertension treatment. At the end of each session, a physiotherapist briefly intervened on how to keep physically active and maintain a healthy weight. This was followed by thirty minutes of guided physical exercise. Additionally, a fifth closing session brought patients and their relatives together to share essential hypertension information and discuss household support.

Panel. Target, components, and implementation strategy of the intervention to improve hypertension management and control. Cardenas and Santiago, Cuba, 2013

Target

Description

Health care providers:

family doctors and nurses

Hypertension management workshops

- 7 workshops of 2 hours each, spread over two months, followed by a theory and practice test

- the first session started in January 2013; the second session, for substitute staff, started in September 2013

- facilitated by specialists of the policlinic and staff of the provincial Technical Advisory Commission on Hypertension

- subjects:

  review of the Cuban hypertension control program

  risk factors for hypertension, complications of hypertension, primary and secondary prevention

  BP and anthropometric measurements, diagnosis of hypertension

  therapeutic inertia, pharmacological and non-pharmacological treatment, indications and contra-indications

  adherence to treatment, adverse effects of treatment, adapting treatments

  Information, Education, and Communication (IEC): essential elements to address during patient consultation for hypertension

  patient counseling and follow-up, proper medical record keeping

Hypertensive patients:

20 to 70 years old with essential uncomplicated hypertension and no major co-morbidities

Hypertension schools

- 4 interactive sessions of 1 hour each with patients followed by 30 minutes of physical exercise, spread over four weeks, with a maximum of 20 participants

- 1 additional session with patients and their family members to share essential information and discuss household support

- first cycles started in March 2013

- facilitated by a multidisciplinary team of family doctors, nurses, psychologists, nutritionists, and physiotherapists directed by the BWG coordinator

- subjects:

  BP control, prevent and identify complications of hypertension, alarm signs

  healthy lifestyles, healthy diets, food preparation

  need for physical exercise and adapted schemes

  importance of adherence to treatment and how to secure it

Data collection and management

In both survey rounds, trained research staff visited the selected hypertensive patients at home for interviewing and BP, height, and weight measurements. If the person was absent, two further visits were made before choosing a replacement. All participants were interviewed using a closed questionnaire covering sociodemographic characteristics, lifestyle habits, past and current health problems, anti-hypertensive pharmacological treatment, and treatment adherence. To determine levels of adherence to pharmacological treatment, we applied the four-item medication adherence questionnaire by Morisky et al. [56]. BP was measured three times, from the right arm in a sitting posture, using a mercury manometer, following international recommendations for BP measurement in population surveys [57, 58]. Participants’ weight and height were recorded to the nearest 0.1 kg and 0.01 m.

To ensure data collection reliability and consistency, the local research staff received training in using the data collection tools and had to pass a standardized test on BP measurement. The data collection process was supervised and audited by central research staff from Havana. Data were double-entered in a Microsoft Access 2000 database with built-in filters and logical constraints to assess the completeness and accuracy of digitalization.

Data analysis

We calculated the mean of the last two BP measurements and defined controlled hypertension as a mean systolic and diastolic BP lower than 140 and 90 mmHg, respectively. Patients with a body mass index ≥30 kg/m2 were classified as obese. Higher education was taken as the completion of at least secondary studies. We categorized skin color as white and non-white (comprising mestizo and black). Means/standard deviations (SD) and proportions/95% confidence intervals (95%CI) were calculated for continuous and categorical variables, respectively.

To estimate whether the proportion of patients having controlled versus uncontrolled hypertension had changed following the implementation of the intervention, we performed linear and logistic regression with a Generalized Estimating Equations (GEE) approach. The BWG, the level of intervention allocation, was taken as the clustering variable under an exchangeability correlation structure. The effect of the intervention was coded as the interaction of the study arm (intervention/control) with the survey round (baseline/endline). We report crude percentage point differences and odds ratios (OR) with 95%CI and adjusted OR after including other independent variables in the regression model and controlling for possible confounding factors. The latter were selected based on being associated with hypertension control and study arm in bivariate analysis or being considered of relevance a priori. We did not include the predictor of anti-hypertensive pharmacological treatment in the model for being on the causal pathway from the intervention to hypertension control. Moreover, the variable health area was not entered in favor of the BWG as the clustering variable.

Results

All hypertensive patients that were successfully contacted consented to participate in the surveys. However, in the baseline survey, sixty-seven sampled patients (5%), mainly from the Echeverria health area, were not encountered at home after two repeat visits and were not replaced due to operational constraints. Hence, the total number of respondents was 1333. The endline survey included 1404 respondents. We excluded 4 cases with a missing value for education or obesity, leaving 2733 participants in the analyses (Table 1).

Table 1 General characteristics, hypertension treatment, and blood pressure parameters of 2733 registered hypertensive patients in the baseline and endline survey by study arm. Cardenas and Santiago, Cuba, 2012–2014

The mean age (SD) of participants in the baseline and endline survey was 59.8 (14.0) and 60.9 (14.5) years, respectively. In both surveys, there were 1.6 times more women than men. Table 1 provides further details on the general characteristics of the included patients. Notably, most participants were on pharmacological anti-hypertensive treatment, but the percentage of non-adherence was high. In addition, the adherence increased substantially from baseline to endline in both intervention arms but not in the control arm.

Seventy-three family doctors from 61 intervention FD&N practices attended the provider workshops. This number includes staff present at the start and possible substitutes for family doctors posted elsewhere or participating in international missions who were trained in September 2013. Nurses were posted much more stably, but only 54 attended, mainly due to the workshops being organized outside working hours. Eventually, 3308 hypertensive patients in the ‘Provider and Patient’ study arm, 51.6% of the eligible ones, participated in the hypertension schools. The main reason for not attending was a conflict between the schedule of the sessions and patients’ labor obligations.

In Table 2, we present the crude intervention effect. In absolute terms, the difference in % endline minus % baseline hypertension control was 18.7% higher in the study’s intervention arms than in the control arm (p < 0.001). The odds of attaining hypertension control in the second survey round were more than twice higher (p < 0.001) in the intervention arms than in control.

Table 2 Crude effect of the intervention on hypertension control in registered hypertensive patients. Cardenas and Santiago, Cuba, 2012–2014

After controlling for potential confounding factors in multivariable logistic regression (Table 3), the odds of having attained controlled hypertension remained twice or higher in patients in the study’s intervention arms than in the control arm (study arm by survey round interaction terms; p < 0.001). The point estimate of the intervention effect was somewhat higher for the provider only as compared to the provider and patient intervention arm, but confidence intervals largely overlapped. In both municipalities, the intervention components were allocated to the health areas with the lower baseline hypertension control prevalence, which is reflected by the ORs below 1 under the study arm variable. The OR for the endline survey round is not significantly different from 1, indicating no baseline to endline change in the control arm. Considering the whole study population, having post-primary education, not being obese, and being of white ethnicity were independently and positively associated –be it rather weakly- with hypertension control.

Table 3 Adjusted intervention effect and predictors of controlled hypertension in registered hypertensive patients. Cardenas and Santiago, Cuba, 2012–2014

Discussion

This controlled before-after study in 122 FD&N practices in two Cuban municipalities found that an intervention targeting PHC providers resulted in a substantially increased proportion of patients with controlled hypertension. However, adding to the provider component a behavioral intervention that targeted the hypertensive patients under their care did not augment the effect. In both intervention arms of the study, the adherence to anti-hypertensive pharmacological treatment improved markedly from baseline to endline, and the average patients’ systolic and diastolic BP decreased. After the intervention, the adjusted odds ratio of having controlled hypertension was twice higher in the study’s intervention arms than in the usual care arm.

Our findings can be compared with the results obtained in a one-year, uncontrolled HEARTS [59] intervention led by the Pan American Health Organization in the catchment area of a policlinic in the Matanzas province, Cuba [60]. It improved hypertension control in registered patients by almost 10%, from 59.3 to 68.4%. Averaging over both intervention arms, we attained close to a 20% difference of difference increase in the intervention arms of our controlled study. A multi-component cluster-randomized trial conducted in public primary care centers in Argentina [40] resulted, after 18 months, in a difference of difference of about 21% hypertension control increase in the intervention group compared to the usual care group. However, its baseline control prevalence was only 17% against over 50% in our study.

In a recent non-controlled patient-centered intervention conducted in three health centers in Lima, Peru [41], the use of BP lowering medication increased from 73 to 82% after 24 months. In our intervention, the vast majority of patients were already on pharmacological treatment at baseline, but the proportion with adequate adherence increased by around 20%. We hypothesize that the training of the FD&N practitioners on recommended clinical and treatment guidelines [61,62,63] enhanced prescribing of standardized anti-hypertensive treatment regimens, as was observed in a trial conducted in Nigeria and China [64]. At the same time, it should have improved their skills for interacting with and motivating patients, which could have contributed to boosting patients’ medication adherence.

A review of health care provider-led interventions on lifestyle modification in hypertensive patients in high-income countries [65] supports the idea that this approach can contribute to lowering elevated BP. Therefore, the apparent lack of increased hypertension control when adding the intervention component targeting hypertensive patients on top of our provider component is somewhat surprising. However, only around 52% of patients attended hypertension schools. Additionally, the serial small group organization of the schools delayed building up coverage. In contrast, in Costa Rica, a country similar to Cuba in terms of PHC approach and structure, a healthy lifestyle intervention to reduce the cardiovascular disease risk of hypertensive and diabetic patients resulted, after adjusting for confounding variables, in a significant average 8 and 5 mmHg reduction in systolic and diastolic BP, respectively, despite only 58% of the patients enrolled in the intervention group having attended at least one group education session [66].

A possible explanation for the lack of effect of our educational component is that we targeted patients with uncomplicated hypertension, possibly excluding the ones which might have benefitted more: the individuals at higher CVDs risk that require intensive and frequent lifestyle counseling [36], who were already under specialist care. On the other hand, in our hypertension schools, we relied on interactive educational group sessions, which are more effective than self-learning by reading and classic lectures as educational strategies for attaining behavioral change [67]. However, on the pathway between exposure to the intervention and hypertension control, lifestyle modifications are subject to underlying and interrelated behavioral, nutritional, social, and environmental drivers, and change remains uncertain [5].

Unsurprisingly, a Cochrane systematic review [53] found that isolated educational interventions unlikely lead to significant BP reductions. However, it also indicated that nurse-led care might have potential and that successful hypertension control trials were always multi-component and included, as critical elements, registration and regular follow-up of patients and a stepped approach to anti-hypertensive treatment. A more recent review [68] corroborates that multi-component strategies are the most effective, alongside team-based care, but notes that data from LMICs are sparse. Finally, it has also been pointed out that task sharing or shifting with non-physician health care workers in these countries may produce favorable effects on BP control [69].

Our study has some limitations. First, given the integrated nature of the Cuban health system and close social networks within the society at large, some cross-contamination between study arms might have occurred. However, the control (usual care) and intervention activities were allocated to administrative and operationally independent health areas and BWGs, which put up a barrier against it. Of note, contamination -if any- will have diluted the intervention effect. Second, the output of the different elements making up the intervention components was not measured separately, and we cannot sort out which ones may have contributed most to the outcome. Third, the inclusion of process evaluations has been encouraged for assessing multi-component interventions [37]. We controlled the delivery of the components of our intervention regarding content and targeted population but did not collect structured information on the process and fidelity of their implementation. This may hamper the interpretation of our results and compromise the ease of scaling up the intervention. Finally, from a subject matter point of view, the provider component somewhat neglected the training on cardiovascular risk assessment and the use of treatment algorithms.

The study also has clear strengths. First, it is among a few studies in LMICs [38,39,40,41, 70] that evaluate the effectiveness of a multi-component intervention to improve hypertension control by building on the potential of PHC. The Cuban public health system is homogeneous and provides universal access and integrated care through a dense nationwide PHC network. Our results should be replicable nationally but the intervention may not be transferable to other LMICs without adapting its components and activities to the local context and prevailing bottlenecks for improving hypertension control. On the other hand, given the poor control levels currently attained in many resource-constraints settings, the opportunities to pick low-hanging fruit may be considerable. Second, it was preceded by formative research [25, 51, 52] and developed with the active participation of the Hypertension Program of the Cuban Ministry of Health, local health system staff, and the communities belonging to the catchment areas of the involved FD&N practices -in line with recommendations to incorporate local communities as co-designers of interventions tailored to their needs [71]. Third, the intervention was carried out by existing PHC staff, minimizing the need to allocate additional resources and enhancing the potential for scaling up.

Conclusions

We demonstrate that taking inspiration from the World Health Organization’s Hearts Initiative, it is feasible to substantially improve hypertension outcomes by intervention at the PHC level, even in a health care system that has already achieved a relatively high control rate. In preparation for scaling up the intervention to other health areas, further implementation research should tackle the challenges ahead: strengthening cardiovascular risk assessment and the use of simple treatment algorithms in the provider component, fine-tuning the behavioral change messages in the patient component, complementing the intervention with a community component targeting the public at large, and studying in-depth the implementation process.

Availability of data and materials

The data supporting this study’s findings are available from the Cuban National Institute of Hygiene, Epidemiology, and Microbiology (INHEM), according to legal procedures defined by the Cuban authorities. Data will be shared upon reasonable request to Dr. Armando Rodríguez Salvá (armando.rdguez@infomed.sld.cu) after signing a data access agreement with INHEM.

Abbreviations

CVDs:

Cardiovascular diseases

LMICs:

Low- and middle-income countries

BP:

Blood pressure

PHC:

Primary health care

FD&N:

Family doctor and nurse

BWG:

Basic working group

GEE:

Generalized estimating equations

References

  1. Roth GA, Abate D, Abate KH, Abay SM, Abbafati C, Abbasi N, et al. Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017. Lancet. 2018;392(10159):1736–88.

    Article  Google Scholar 

  2. Prabhakaran D, Anand S, Watkins D, Gaziano T, Wu Y, Mbanya JC, et al. Cardiovascular, respiratory, and related disorders: key messages from Disease Control Priorities, 3rd edition. Lancet. 2018;391(10126):1224–36.

    Article  Google Scholar 

  3. Abbafati C, Machado DB, Cislaghi B, Salman OM, Karanikolos M, McKee M, et al. Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396(10258):1223–49.

    Article  Google Scholar 

  4. Zhou B, Bentham J, Di Cesare M, Bixby H, Danaei G, Cowan MJ, et al. Worldwide trends in blood pressure from 1975 to 2015: a pooled analysis of 1479 population-based measurement studies with 19·1 million participants. Lancet. 2017;389(10064):37–55.

    Article  Google Scholar 

  5. Zhou B, Perel P, Mensah GA, Ezzati M. Global epidemiology, health burden and effective interventions for elevated blood pressure and hypertension. Nat Rev Cardiol. 2021;18(11):785–802.

    Article  Google Scholar 

  6. Chow CK, Teo KK, Rangarajan S, Islam S, Gupta R, Avezum A, et al. Prevalence, awareness, treatment, and control of hypertension in rural and urban communities in high-, middle-, and low-income countries. JAMA. 2013;310(9):959–68.

    Article  CAS  Google Scholar 

  7. Ruilope LM, Chagas ACP, Brandão AA, Gómez-Berroterán R, Alcalá JJA, Paris JV, et al. Hipertensión en América Latina: perspectivas actuales de las tendencias y características. Hipertens y Riesgo Vasc. 2017;34(1):50–6.

    Article  CAS  Google Scholar 

  8. Pan American Health Organization (PAHO). Health in the Americas+, 2017 Edition. Summary: Regional Outlook and Country Profiles. Washington D.C; 2017. https://www.paho.org/salud-en-las-americas-2017/wp-content/uploads/2017/09/Print-Version-English.pdf. Accessed 12 May 2021

  9. Pan American Health Organization (PAHO). NCDs at a Glance: NCD Mortality and Risk Factor Prevalence in the Americas. Washington D.C.; 2019. https://iris.paho.org/handle/10665.2/51696. Accessed 12 May 2021

  10. Czernichow S, Zanchetti A, Turnbull F, Barzi F, Ninomiya T, Kengne AP, et al. The effects of blood pressure reduction and of different blood pressure-lowering regimens on major cardiovascular events according to baseline blood pressure: meta-analysis of randomized trials. J Hypertens. 2011;29(1):4–16.

    Article  CAS  Google Scholar 

  11. Olsen MH, Angell SY, Asma S, Boutouyrie P, Burger D, Chirinos JA, et al. A call to action and a lifecourse strategy to address the global burden of raised blood pressure on current and future generations: the Lancet Commission on hypertension. Lancet. 2016;388(10060):2665–712.

    Article  Google Scholar 

  12. Ettehad D, Emdin CA, Kiran A, Anderson SG, Callender T, Emberson J, et al. Blood pressure lowering for prevention of cardiovascular disease and death: a systematic review and meta-analysis. Lancet. 2016;387(10022):957–67.

    Article  Google Scholar 

  13. Bundy JD, Li C, Stuchlik P, Bu X, Kelly TN, Mills KT, et al. Systolic Blood Pressure Reduction and Risk of Cardiovascular Disease and Mortality: A Systematic Review and Network Meta-analysis. JAMA Cardiol. 2017;2(7):775–81.

    Article  Google Scholar 

  14. Rahimi K, Bidel Z, Nazarzadeh M, Copland E, Canoy D, Ramakrishnan R, et al. Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant-level data meta-analysis. Lancet. 2021;397(10285):1625–36.

    Article  Google Scholar 

  15. Geldsetzer P, Manne-Goehler J, Marcus M-E, Ebert C, Zhumadilov Z, Wesseh CS, et al. The state of hypertension care in 44 low-income and middle-income countries: a cross-sectional study of nationally representative individual-level data from 1·1 million adults. Lancet. 2019;394(10199):652–62.

    Article  Google Scholar 

  16. Mills KT, Bundy JD, Kelly TN, Reed JE, Kearney PM, Reynolds K, et al. Global disparities of hypertension prevalence and control. Circulation. 2016;134(6):441–50.

    Article  Google Scholar 

  17. Anand S, Bradshaw C, Prabhakaran D. Prevention and management of CVD in LMICs: why do ethnicity, culture, and context matter? BMC Med. 2020;18(1):1–5.

    Article  Google Scholar 

  18. Epping-Jordan JE, Pruitt SD, Bengoa R, Wagner EH. Improving the quality of health care for chronic conditions. Qual Saf Health Care. 2004;13(4):299–305.

    Article  CAS  Google Scholar 

  19. Patel P, Ordunez P, DiPette D, Escobar MC, Hassell T, Wyss F, et al. Improved Blood Pressure Control to Reduce Cardiovascular Disease Morbidity and Mortality: The Standardized Hypertension Treatment and Prevention Project. J Clin Hypertens. 2016;18(12):1284–94.

    Article  Google Scholar 

  20. Tinetti DME, Fried DTR, Boyd DCM. Designing Health Care for the Most Common Chronic Condition—Multimorbidity. JAMA. 2012;307(23):2493.

    Article  CAS  Google Scholar 

  21. Atun R, Jaffar S, Nishtar S, Knaul FM, Barreto ML, Nyirenda M, et al. Improving responsiveness of health systems to non-communicable diseases. Lancet. 2013;381(9867):690–7.

    Article  Google Scholar 

  22. Pan American Health Organization. Innovative Care for Chronic Conditions. Organizing and Delivering High Quality Care for Chronic Noncommunicable Diseases in the Americas. Washington D.C.; 2013. https://www.paho.org/hq/dmdocuments/2013/PAHO-Innovate-Care-2013-Eng.pdf. Accessed 3 Jun 2021

  23. Londoño AE. Chronic diseases and the unavoidable transformation of health systems in Latin America | Las enfermedades crónicas y la ineludible transformación de los sistemas de salud en América Latina. Rev Cuba Salud Publica. 2017;43(1):68–74.

    Google Scholar 

  24. Demaio AR, Kragelund Nielsen K, Pinkowski Tersbøl B, Kallestrup P, Meyrowitsch DW. Primary Health Care: a strategic framework for the prevention and control of chronic non-communicable disease. Glob Health Action. 2014;7:24504.

    Article  Google Scholar 

  25. Londoño Agudelo E, Rodríguez Salvá A, Díaz Piñera A, García Roche R, De Vos P, Battaglioli T, et al. Assessment of hypertension management and control: a registry-based observational study in two municipalities in Cuba. BMC Cardiovasc Disord. 2019;19(1):29.

    Article  Google Scholar 

  26. Haque M, Islam T, Rahman NAA, McKimm J, Abdullah A, Dhingra S. Strengthening Primary Health-Care Services to Help Prevent and Control Long-Term (Chronic) Non-Communicable Diseases in Low- and Middle-Income Countries. Risk Manag Healthc Policy. 2020;13:409–26.

    Article  Google Scholar 

  27. Langford AT, Williams SK, Applegate M, Ogedegbe O, Braithwaite RS. Partnerships to improve shared decision making for patients with hypertension-health equity implications. Ethn Dis. 2019;29:97–102.

    Article  Google Scholar 

  28. Turkson-Ocran RAN, Michelle Ogunwole S, Hines AL, Peterson PN. Shared decision making in cardiovascular patient care to address cardiovascular disease disparities. J Am Heart Assoc. 2021;10(20):18183.

    Article  Google Scholar 

  29. Schoenthaler A, Chaplin WF, Allegrante JP, Fernandez S, Diaz-Gloster M, Tobin JN, et al. Provider communication effects medication adherence in hypertensive African Americans. Patient Educ Couns. 2009;75(2):185–91.

    Article  Google Scholar 

  30. Schoenthaler A, Allegrante JP, Chaplin W, Ogedegbe G. The Effect of Patient-Provider Communication on Medication Adherence in Hypertensive Black Patients: Does Race Concordance Matter? Ann Behav Med. 2012;43(3):372.

    Article  Google Scholar 

  31. Higuera-Dagovett E, Rojas-Gil MP, Garzón de Laverde DIG. Experiencia de hipertensión arterial en la relación paciente, familia y contexto de ayuda. Rev Salud Pública. 2015;17(6):874–85 https://revistas.unal.edu.co/index.php/revsaludpublica/article/view/49228/55073. Accessed 20 Sep 2022.

    Article  Google Scholar 

  32. La Rosa Y, Matos LM, Alfonso HB, Vea. Adherencia terapéutica y factores psicosociales en pacientes hipertensos. Rev Cubana Med Gen integr. v.23 n.1; 2007. https://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S0864-21252007000100005.

  33. Świątoniowska-Lonc N, Polański J, Tański W, Jankowska-Polańska B. Impact of satisfaction with physician–patient communication on self-care and adherence in patients with hypertension: cross-sectional study. BMC Health Serv Res. 2020;20(1):1–9.

    Article  Google Scholar 

  34. Schoenthaler A, Knafl GJ, Fiscella K, Ogedegbe G. Addressing the social needs of hypertensive patients the role of patient-provider communication as a predictor of medication adherence. Circ Cardiovasc Qual Outcomes. 2017;10(9):e003659.

  35. Shahin W, Kennedy GA, Stupans I, Shahin W, Kennedy GA, Stupans I. The association between social support and medication adherence in patients with hypertension: a systematic review. Pharm Pract (Granada). 2021;19(2):2300.

    Article  Google Scholar 

  36. World Health Organization. Hearts: technical package for cardiovascular disease management in primary health care; 2016. https://www.who.int/cardiovascular_diseases/hearts/Hearts_package.pdf. Accessed 3 Jun 2021

    Google Scholar 

  37. Correia JC, Lachat S, Lagger G, Chappuis F, Golay A, Beran D, et al. Interventions targeting hypertension and diabetes mellitus at community and primary healthcare level in low- and middle-income countries:a scoping review. BMC Public Health. 2019;19(1):1542.

    Article  Google Scholar 

  38. Borja-Aburto VH, González-Anaya JA, Dávila-Torres J, Rascón-Pacheco RA, González-León M. Evaluation of the impact on non-communicable chronic diseases of a major integrated primary health care program in Mexico. Fam Pract. 2016;33(3):219–25.

    Article  Google Scholar 

  39. Tapia-Conyer R, Saucedo-Martinez R, Mujica-Rosales R, Gallardo-Rincon H, Campos-Rivera PA, Lee E, et al. Enablers and inhibitors of the implementation of the Casalud Model, a Mexican innovative healthcare model for non-communicable disease prevention and control. Health Res Policy Syst. 2016;14(1):52.

  40. He J, Irazola V, Mills KT, Poggio R, Beratarrechea A, Dolan J, et al. Effect of a Community Health Worker-Led Multicomponent Intervention on Blood Pressure Control in Low-income Patients in Argentina: A Randomized Clinical Trial. JAMA. 2017;318(11):1016.

    Article  Google Scholar 

  41. Kim JK, Jo H-Y, Malo MA, Nam EW. Effectiveness of a comprehensive blood pressure control program in primary health care in Peru. Rev Panam Salud Publica. 2020;44:e18.

    Article  Google Scholar 

  42. World Health Organization. Noncommunicable Diseases Country Profiles 2018. Geneva; 2018. https://apps.who.int/iris/handle/10665/274512. Accessed 6 Jun 2021

  43. Bonet-Gorbea M, Varona-Pérez P, editors. III Encuesta Nacional de Factores de Riesgo y Actividades Preventivas de Enfermedades No Transmisibles. Cuba 2010–2011. La Habana: Editorial Ciencias Médicas; 2014. http://www.ecimed.sld.cu/2014/08/07/1897/. Accessed 21 Sep 2022

    Google Scholar 

  44. Atun R, Andrade LOM d, Almeida G, Cotlear D, Dmytraczenko T, Frenz P, et al. Health-system reform and universal health coverage in Latin America. Lancet. 2015;385(9974):1230–47.

    Article  Google Scholar 

  45. Keck CW, Reed GA. The curious case of Cuba. Am J Public Health. 2012 Aug;102(8):e13–22.

    Article  Google Scholar 

  46. De Vos P, García-Fariñas A, Álvarez-Pérez A, Rodríguez-Salvá A, Bonet-Gorbea M, Van der Stuyft P. Public health services, an essential determinant of health during crisis. Lessons from Cuba, 1989–2000. Tropical Med Int Health. 2012;17(4):469–79.

    Google Scholar 

  47. Landrove-Rodríguez O, Morejón-Giraldoni A, Venero-Fernández S, Suárez-Medina R, Almaguer-López M, Pallarols-Mariño E, et al. Enfermedades no transmisibles: factores de riesgo y acciones para su prevención y control en Cuba. Rev Panam Salud Publica. 2018;42:e23.

    Google Scholar 

  48. Campbell NRC, Gonzalez YV, Ordunez P. The burden of hypertension in Cuba. Lancet Public Health. 2019;4(2):e79–80.

    Article  Google Scholar 

  49. Ordunez-Garcia P, Munoz JLB, Pedraza D, Espinosa-Brito A, Silva LC, Cooper RS. Success in control of hypertension in a low-resource setting: the Cuban experience. J Hypertens. 2006;24(5):845–9.

    Article  CAS  Google Scholar 

  50. Fuentes RS. El acceso a los servicios de salud: consideraciones teóricas generales y reflexiones para Cuba. Rev Cuba Salud Pública. 2017;43(2):272–86.

    Google Scholar 

  51. González-Rodríguez L, Díaz-López M, Rodríguez-Salvá A. Estudios de representaciones sociales sobre hipertensión arterial en Cuba. Revista Finlay. 2018;8(4) http://scielo.sld.cu/scielo.php?script=sci_arttext&pid=S2221-24342018000400008. Accessed 21 Sep 2022.

  52. Díaz-Piñera A, Rodríguez-Salvá A, Balcindes-Acosta S, García-Roche R, Álvarez-Mesa N. Evaluación de la atención médica a pacientes con hipertensión arterial en cuatro áreas urbanas. Revista Finlay. 2018;8(2) http://revfinlay.sld.cu/index.php/finlay/article/view/592. Accessed 21 Sep 2022.

  53. Glynn LG, Murphy AW, Smith SM, Schroeder K, Fahey T. Interventions used to improve control of blood pressure in patients with hypertension. Cochrane Database Syst Rev. 2010;3:CD005182.

  54. Ministerio de Salud Pública. Programa del médico y la enfermera de la familia. La Habana: Editorial de Ciencias Médicas; 2011. http://files.sld.cu/sida/files/2012/01/programa-medico-y-enfermera-2011-vigente.pdf. Accessed 21 Sep 2022

    Google Scholar 

  55. Pérez CMD, León ÁJL, Dueñas HA, Alfonzo GJP, Navarro DDA, de la Noval GR, et al. Guía Cubana de diagnóstico, evaluación y tratamiento de la hipertensión arterial [Cuban guide for hypertension diagnosis, evaluation and treatment]. Revista Cubana de Medicina. 2017;56(4):242–321.

    Google Scholar 

  56. Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24(1):67–74.

    Article  CAS  Google Scholar 

  57. Luepker RV, Evans A, McKeigue P, Reddy KS. Cardiovascular survey methods. Geneva; 2004. https://apps.who.int/iris/bitstream/handle/10665/42569/9241545763_eng.pdf?sequence=1. Accessed 23 Jun 2021

  58. Tolonen H. EHES Manual Part B. Fieldwork Procedures. Helsinki; 2016. https://www.julkari.fi/handle/10024/131503. Accessed 23 Jan 2022

    Google Scholar 

  59. World Health Organization. Global Hearts Initiative. https://www.who.int/news/item/15-09-2016-global-hearts-initiative. Accessed 21 Sep 2022.

  60. Valdés González Y, Campbell NRC, Pons Barrera E, Calderón Martínez M, Pérez Carrera A, Morales Rigau JM, et al. Implementation of a community-based hypertension control program in Matanzas, Cuba. J Clin Hypertens. 2020;22(2):142–9.

    Article  Google Scholar 

  61. O’Brien E, Parati G, Stergiou G, Asmar R, Beilin L, Bilo G, et al. European Society of Hypertension position paper on ambulatory blood pressure monitoring. J Hypertens. 2013;31(9):1731–68.

    Article  Google Scholar 

  62. Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL, et al. Seventh report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure. Hypertension. 2003;42:1206–52.

    Article  CAS  Google Scholar 

  63. Mancia G, Fagard R, Narkiewicz K, Redon J, Zanchetti A, Böhm M, et al. 2013 ESH/ESC Guidelines for the management of arterial hypertension. The Task Force for the management of arterial hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC). Eur Heart J. 2013;34(28):2159–219.

    Article  Google Scholar 

  64. Mendis S, Johnston SC, Fan W, Oladapo O, Cameron A, Faramawi MF. Cardiovascular risk management and its impact on hypertension control in primary care in low-resource settings: a cluster-randomized trial. Bull World Health Organ. 2010;88(6):412–9.

    Article  Google Scholar 

  65. Treciokiene I, Postma M, Nguyen T, Fens T, Petkevicius J, Kubilius R, et al. Healthcare professional-led interventions on lifestyle modifications for hypertensive patients – a systematic review and meta-analysis. BMC Fam Pract. 2021;22(1):1–15.

    Article  Google Scholar 

  66. Fort MP, Murillo S, López E, Dengo AL, Alvarado-Molina N, De Beausset I, et al. Impact evaluation of a healthy lifestyle intervention to reduce cardiovascular disease risk in health centers in San José, Costa Rica and Chiapas, Mexico. BMC Health Serv Res. 2015;15:577.

  67. Lu C-H, Tang S-T, Lei Y-X, Zhang M-Q, Lin W-Q, Ding S-H, et al. Community-based interventions in hypertensive patients: a comparison of three health education strategies. BMC Public Health. 2015;15:33.

  68. Mills KT, Obst KM, Shen W, Molina S, Zhang HJ, He H, et al. Comparative Effectiveness of Implementation Strategies for Blood Pressure Control in Hypertensive Patients: A Systematic Review and Meta-analysis. Ann Intern Med. 2018;168(2):110–20.

    Article  Google Scholar 

  69. Anand TN, Joseph LM, Geetha AV, Prabhakaran D, Jeemon P. Task sharing with non-physician health-care workers for management of blood pressure in low-income and middle-income countries: a systematic review and meta-analysis. Lancet Glob Health. 2019;7(6):e761.

    Article  CAS  Google Scholar 

  70. Jafar TH, Gandhi M, Silva HA d, Jehan I, Naheed A, Finkelstein EA, et al. A Community-Based Intervention for Managing Hypertension in Rural South Asia. N Engl J Med. 2020;382(8):717–26.

    Article  Google Scholar 

  71. Beran D, Chappuis F, Damasceno A, Jha N, Pesantes MA, Singh SB, et al. High-quality health systems: time for a revolution in research and research funding. Lancet Glob Health. 2019;7(3):e303–4.

    Article  Google Scholar 

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Acknowledgments

The authors acknowledge the inputs towards the intervention design of the various Cuban stakeholders. Our special thanks to the health care staff of the health areas involved in Cardenas and Santiago, Cuba, for their participation in the research.

Funding

The research was funded by the Cuban Ministry of Health and through a framework agreement between the Cuban National Institute of Hygiene, Epidemiology, and Microbiology (Havana, Cuba) [Instituto Nacional de Higiene, Epidemiología y Microbiología (INHEM)], the Institute of Tropical Medicine (Antwerp, Belgium), and the Belgian Directorate-General for Development Cooperation.

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Authors

Contributions

ARS and PVdS conceived the study. ARS and ELA coordinated the implementation, assisted by ADP. ADP, FAE, and ICG supervised the fieldwork. TS, TB, and PVdS performed the data analysis. ELA, TB, and PVdS drafted the manuscript. All authors participated in the interpretation of the data, revised the manuscript, and approved the final version.

Corresponding author

Correspondence to Esteban Londoño Agudelo.

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Ethics approval and consent to participate

The study was approved by the Ethics Committee of the National Institute of Hygiene, Epidemiology, and Microbiology, Havana, Cuba (March 3, 2011) and by the Institutional Review Board of the Institute of Tropical Medicine, Antwerp, Belgium (reference 783/12). All participants provided written consent to participate. We confirm that the study was conducted in accordance with the relevant guidelines and regulations and that all principles of the Helsinki Declaration were adhered to.

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Not applicable.

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The authors declare that they have no competing interests.

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Isabel Carbonell García has passed away.

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Londoño Agudelo, E., Battaglioli, T., Díaz Piñera, A. et al. Effectiveness of a provider and patient-focused intervention to improve hypertension management and control in the primary health care setting in Cuba: a controlled before-after study. BMC Prim. Care 24, 10 (2023). https://doi.org/10.1186/s12875-022-01959-6

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