| Literature DB >> 33805911 |
Mari Carmen Bernal-Soriano1,2, Francisco Barrera-Guarderas3, Alfonso Alonso-Jaquete4, Elisa Chilet-Rosell1, Ikram Benazizi1, Cintia Caicedo-Montaño5, Mónica Márquez-Figueroa5, Marta Puig-García1, Blanca Lumbreras1,2, Ildefonso Hernández-Aguado1,2, Ana Lucía Torres-Castillo6, Lucy Anne Parker1,2.
Abstract
Diabetes is a major public health problem, increasingly affecting low- and middle-income countries. The project CEAD (Contextualizing Evidence for Action in Diabetes in low-resource settings) aims to evaluate the implementation of comprehensive diabetes care in two low-resource settings in Ecuador and to stimulate context-led health systems innovations to improve diabetes care and reduce inequity. The mixed-methods approach includes a 24-month retrospective study to assess the current level of implementation of comprehensive diabetes care and participants will be followed up prospectively for two years to assess changes in healthcare and clinical outcomes from the outset of the research. We will include individuals diagnosed with type-2 diabetes aged over 18 years, who are accessing diabetes care in health facilities in the study districts. Varied stakeholders (patients and family members, community members, healthcare workers and decision-makers) will interpret the underlying causes of the observed weaknesses and propose solutions to strengthen diabetes-related healthcare in focus group discussions (FG). A second set of FG will analyze perceived improvements in healthcare based on prospective cohort findings and consider the success/failure of any context-led innovations occurring throughout the research. Our study will demonstrate how evidence can be contextualized to stimulate local innovations and overcome weaknesses of diabetes-related healthcare in low resource settings.Entities:
Keywords: diabetes mellitus; diabetes type 2; health systems; implementation science; low- and middle-income countries; public health
Year: 2021 PMID: 33805911 PMCID: PMC8037531 DOI: 10.3390/ijerph18073391
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Study design and description of the phases that constitute it. * The project website is https://www.ceadproject.eu/ accessed on 15 January 2021.
Summary of routinely collected data.
| Type of Data | Time Point | ||||
|---|---|---|---|---|---|
| Category | Specific Information | Baseline | Retrospective (2 years) | Prospective | |
| Year 1 | Year 2 | ||||
| Demographic data | Date and country of birth | X | |||
| Sex | X | ||||
| Ethnicity | X | ||||
| Marital status | X | X | |||
| Socioeconomic data | Education | X | X | ||
| Employment status | X | X | |||
| Household income | X | X | |||
| Data on access to health services | Primary care consultations | X | X | X | |
| Specialist consultations 1 | X | X | X | ||
| Number of biochemical analysis 2 | X | X | X | ||
| Number of blood pressure records | X | X | X | ||
| Number of BMI records | X | X | X | ||
| Clinical data | Date of diabetes diagnosis | X | |||
| Diabetes-related hospitalizations | X | X | X | ||
| Diabetes-related medical assistance | X | X | X | ||
| Biochemical results 2 | X | X | X | ||
| Results of physical measurement | X | X | X | ||
| Medications 3 | X | X | X | ||
| Diabetes complications 4 | X | X | X | ||
| Access to treatment (self-reported) 5 | X | X | |||
| Perceived social support (MSPSS) 5 | X | X | |||
| Health-related quality of life (DHP-18) 5 | X | X | |||
1 Nutritionist, psychologist, and/or physiotherapy. 2 Glucose, glycated hemoglobin, lipid profile (cholesterol, triglycerides, HDL, LDL), renal function (creatinine, glomerular filtrate, albuminuria). 3 Treatment of diabetes or other chronic pathologies. 4 Retinopathy and/or blindness, lower limb amputations, cardiovascular events, and renal dysfunction. 5 Reassessment in the final 6 months of follow-up. Abbreviations: BMI: body mass index MSPSS: The Multidimensional Scale of Perceived Social Support, DHP-18: The Diabetes Health Profile-18.
Study outcome measures.
| Primary Outcomes | Secondary Outcomes | ||
|---|---|---|---|
| Outcome | Definition | Outcome | Definition |
|
|
| ||
| 1. Biochemist | Proportions of patients with biochemically controlled diabetes 3 | 1. Blood pressure control | Proportion of patients with blood pressure < 140/90 [ |
| 2. Health-related quality of life | Individual score of the Diabetes Health Profile-18 [ | 2. Weight control | Proportion of patients with BMI between 18.5 kg/m2 and 25 kg/m2 or 5% weight loss [ |
| 3. Lipemic control | Proportion of patients with LDL cholesterol level < 100 mg/dL [ | ||
| 1. Consultations with a GP 1 | Indicators will expressed as number of measurements per patient and will also be categorized according to compliance with CPG recommendations. | 4. Renal health | Proportion of patients with microalbuminuria level <30 mg/day [ |
| 2. Glycemic testing 1 |
| ||
| 3. Blood pressure records 1 | 1. Perceived social support | Individual score from the Multidimensional Scale of Perceived Social Support. | |
| 4. BMI determination 1 | 2. Access to treatment | Information self-reporting. | |
| 5. Waist circumference record 1 |
| ||
| 6. HbA1C measurement | Indicators will be expressed as proportion of patients with minimum measurements considered acceptable. | 1. Unscheduled consultations 1 | Number of unscheduled medical appointments required due to diabetes or a diabetes complication. |
| 7. Lipid profile determination | |||
| 8. Creatinine determination | 2. Hospitalizations | Indicator will be reported as proportion of persons requiring hospitalization owing to glycemic decompensation and as total number of hospitalizations. | |
| 9. Diabetic foot exam | |||
| 10. Odontological assessment |
| ||
| 11. Fundus examination 2 | 1. Renal dysfunction 4 | Proportion of patients with renal dysfunction. According to last glomerular filtration rate and serum creatinine values in pregnant women [ | |
| 12. Microalbuminuria determination | |||
| 13. Erectile dysfunction assessment | |||
| 14. Cardiovascular screening | 2. Eye disease | Proportion of patients with retinopathy and/or blindness. | |
| 15. Diabetes-related education | Proportion of patients who have received diabetes education (information self-reporting) | 3. Amputations | Proportion of patients with lower limb amputations. |
| 4. Cardiovascular disease | Proportion of patients with 1 or more cardiovascular events 2. | ||
1 We will provide both the continuous and categorized value for data analysis. 2 Evaluation period: time since diabetes diagnosis. 3 Controlled diabetes: HbA1C < 7% or HbA1C < 8% if ≥15 years of evolution or complications and serious comorbidities; or fasting blood glucose: 70–130 mg/dL or postprandial blood glucose < 180 mg/dL [12,24]. Pregnant women: fasting blood glucose: 60–99 mg/dL or postprandial blood glucose: ≤140 mg/dL (1 h after eating) or ≤120 (2 h after eating) [25]. 4 MDRD-4 formula not validated for pregnant women [26]. Abbreviations: GP: general practitioner; CPG: Clinical Practice Guideline; HbA1C: glycated hemoglobin; BMI: body mass index; HDL: high-density lipoprotein; LDL: low-density lipoprotein.
Figure 2Purposive selection criteria for focus group participants and axes for discussion of diabetes care implementation challenges.