276Views & Citations
Objective: Community Health Workers are important in building individual and community capacity through outreach, community education, informal counselling, social support and advocacy programs, which enhance health knowledge and self-sufficiency. Our aim was to examine the effectiveness of a Community Health Worker-led Diabetes Self-Management Education in improving clinical and psychosocial outcomes.
Methods: A thorough systematic literature search was undertaken in Medline, Pubmed, Ovid, PsyINFO, EMBASE and JBI databases (searched from December 2018 to 31st January 2019). Once selected articles were retrieved, all titles and abstracts were screened, and eligible articles identified for full text inclusion. These retrieved full texts articles were screened for eligibility and selected according to established inclusion criteria. Of the 182 studies retrieved, 20 were included for examination.
Results: HbA1c outcomes were statistically significant for short and long terms with effect sizes of –0.21 (95%CI -0.31, -0.10) and -0.26 (95% CI -0.36, -0.15) respectively and favored the CHW group. Values for secondary outcomes measured except diabetes knowledge yielded statistical significance for the CHW group.
Conclusion: The CHW-intervention is an effective model that has significant impact on glycemic control, diabetes knowledge, self-care behaviors and emotional distress and well-being.
Globally, chronic diseases are responsible for about 70% of deaths with an estimated 16 million deaths recorded in 2016 . Diabetes mellitus is an important chronic disease with an overwhelming global concern that poses a challenge to health professionals.  defines diabetes mellitus as a group of metabolic disorders characterized by increased blood glucose concentration . People living with diabetes have a higher risk of morbidity and mortality than the general population as the ensuing hyperglycemia results in many debilitating complications that impact on the quality of life . Hence, attempts should be made to identify patient health needs and increase access to care . Nevertheless, WHO identifies significant disparities in access to essential health services particularly in under-served, excluded or vulnerable populations; in addition, there have been relevant shortages of health workers in many regions . As a result, there has been an urgent need and attention for community-based health workers (CHWs) to increase access to essential quality health services in primary health care and universal health coverage .
Previous studies indicated that the work of the CHW was important during health screening and promotion of chronic diseases using simple risk assessment tools . Although successes have been achieved with the incorporation of CHW in diabetes self-management over the years, there are few studies where effectiveness has been realized [5-8].
This systematic review and meta-analysis investigated the effectiveness of Community Health Workers on educating and supporting Type 2 Diabetes Mellitus patients in self-management towards the improvement in clinical and psychosocial outcomes.
A thorough systematic literature search was undertaken in Medline, Pubmed, Ovid, PsyINFO, EMBASE and JBI databases ((searched from December 2018 to 31st January 2019). Once selected articles were retrieved, all titles and abstracts were screened, and eligible articles identified for full text inclusion. These retrieved full texts articles were screened for eligibility and selected according to established inclusion criteria: if adults over 18 years, diagnosed with type 2 diabetes. Studies and participants were excluded if below 18 years, unwell to participate and/or T2DM patients who could not partake in an educational session.
The search for studies through the databases and grey literature produced 199 articles. Seventy-two studies were identified and removed as duplicates after the titles were scanned. The titles and abstracts of the 127 records retrieved were read and 67 studies were excluded, while 60 papers were further screened. Full-text articles of the 60 papers were assessed for eligibility and 20 of these articles met the inclusion criteria, while 40 studies were added to the excluded studies. Hand searches of reference list of the included studies yielded no results.
Eligibility criteria (Inclusion and Exclusion)
Patient-Adults over 18 years diagnosed of Type 2 diabetes mellitus. Intervention was a Community Worker Led Diabetes Self-Management Program (DSME). The Comparator- Usual or Standard Care and the Outcomes included clinical (HbA1c, Lifestyle behaviors, Body mass Index (BMI), Weight), psychosocial outcomes (diabetes knowledge, Self-efficacy). The Setting was defined as workplace, home, communities (health) centers, faith-based institutions, primary health centers, clinics. English language restrictions applied.
Reasons for excluding studies
40 articles were excluded with the following reasons to validate the 20 studies included in the review. Firstly, 13 studies were omitted because they failed to measure the clinical and psychosocial review outcomes stated explicitly. In addition, 9 studies were further excluded based on the adoption of an observational descriptive study design (case study, cohort, mixed methods approach). Another reason for excluding 8 studies was that the authors failed to specify a CHW intervention (interventions not delivered by CHW). Though three studies employed a quasi-experimental/ experimental design, the study was not clinically controlled. In addition, two RCT used a non-intervention design (provided only the rationale and design for the study). Moreover, authors of 3 studies included results of diabetes with other co-morbidities but failed to provide results pertaining to diabetes only. Lastly, the 2 studies published before 2008 were also omitted.
The Critical Appraisal Skills Programme (CASP) Checklist (31.05.13) was used, consisted of eleven critical questions measuring the results of a study to assess the quality of RCTs and CCTs. Studies were scored poor, medium and good quality depending on the score to questions on CASP. Poor studies were included in the review but had to meet the inclusion criteria as per Joanna Briggs Institute (JBI) recommendation .
The data was extracted with the guidelines of JBI Data Extraction for Experimental/Observational Studies .
A narrative summary (NS) was used to present the findings of the review . A meta-analysis was used to indicate the weighted average over results of individual studies and improve the effect size estimates. The inherent heterogeneity across the studies (duration for education, post-intervention measures) prompted the use of the random effect model.
Assessment of statistical heterogeneity was undertaken by I2 statistics . Hence, the standardized mean difference was used as the measure of primary effects for measures of outcomes. Allocation Concealment of the various studies assessed selection bias in randomized controlled trials.
RESULTS AND DISCUSSION
Description of the included studies
Twenty RCTs were included as shown and were conducted in community and primary health centers (Table 1). Study quality assessment using the CASP tool showed that included studies were of medium and high quality. Most studies were conducted in settings with interventions towards poorly controlled diabetes patients. Studies chose different designs for their study selection.
Theme 1: Improvement in HbA1c and secondary outcomes (Lipids, Weight and Blood pressure)
16 identified studies revealed that CHW had effects towards improving glycemic control as early as three months of DSME although the impact on secondary outcome (Lipids, Weight and Blood pressure) was somewhat variable across all the studies. Our findings were consistent with , who examined the effectiveness of a CHW diabetes self-management for a primary Samoan population and concluded that the program had a positive impact in terms of improved HbA1c. This was reinforced by , who evaluated the impact of a diabetes education program delivered by CHW in community settings and concluded sustained glycemic control improvements. Research undertaken by  investigated the impact of CHW-led DSME and indicated that HbA1c and systolic BP levels 1-year post-baseline were significantly reduced. Furthermore, a diabetes education program for CHW in improving clinical outcomes for patients concluded the intervention was significant in concluding the intervention improved HbA1c and lipid profiles of patients [39,20], who undertook 12-month phone-based lifestyle sessions, indicated, however, there were no differences amongst HbA1c of groups over length of study.  also revealed no significant differences in HbA1c between groups. Similarly, both studies showed significant impacts towards self-management behaviors.
HbA1c: Nine studies with 1930 participants reported on CHW intervention for HbA1C at 12-months. The accumulated effect size indicates a statistical significance of CHW -intervention as compared to usual care with effect size of -0.26 (95% CI -0.36, -0.15). Statistical heterogeneity was I2= 21% (Figure 1).
Weight: Three studies with 619 participants reported on CHW- intervention for weights at 6-months, with an identified heterogeneity, I2= 60%. The effect size depicts the importance of the intervention towards weight reduction, -0.06(-0.32, 0.20) (Figure 2).
Theme 2: Improvement in HbA1c and quality of life (qol)
Findings were consistent with results of study, which evaluated the impact of the DEP (Diabetes Equity Project) a clinic-based diabetes self-management and education program led by (CHWs), on patients’ clinical outcomes,, self-management skills, and quality of life and concluded the intervention yielded improvements in HbA1c (8.3% to 7.4%.) and quality of life . Moreover, the findings were also echoed in a recent systematic review and meta-analysis for DSME programs , that revealed a non-significant effect on HbA1c and improvements towards QoL in African Americans. The meta-analysis revealed (Figure 3) that there was a significant short-term outcome for CHW-diabetes intervention over usual care for reported outcomes of HbA1C. The treatment effect size (0.21 (95%CI -0.31, -0.10)) demonstrated the effectiveness of the CHW-diabetes intervention since the nine papers used in the analysis were graded medium to high quality. Findings of the meta-analysis (Figure 3) were consistent with results of study measuring the effectiveness of community-based peer-led diabetes self-management programmes (for improving clinical outcomes and quality of life of adults with diabetes in primary care settings in low and middle-income countries .
As compared to [17,25,24] employed the use of bi-lingual CHW, which meant that patients felt more comfortable interacting and could report barriers such as illiteracy or inaccessibility to healthy foods to CHW than with physicians. This reason could explain why HbA1c treatment effects were more pronounce (patients demonstrating lower HbA1c levels) for the two studies as all the studies measured effects in nearly the same number of participants, duration and intervention used. A current literature review advises the deployment of bi-lingual CHW among other strategies to enhance their roles in improving diabetes outcomes amongst ethnic minority populations . This review reinforces that need for additional CHW interventions in assisting with the prevention of the development of T2DM.
HbA1c: Nine studies with 1603 participants reported on post CHW-led diabetes intervention on HbA1C (six-months). A combined effect of the results demonstrated a significant benefit of CHW-intervention compared to usual care for T2DM with effect size of –0.21 (95%CI -0.31, -0.10) (Figure 3). Statistical heterogeneity was I2= 13%.
The positive changes found in our study were consistent with , who investigated the incorporation of CHW as clinical team members in improving diabetes self-management and concluded the intervention impacted positively on self-management skills. In addition, a 10-week lifestyle intervention concluded the program resulted in significant changes for self-management behaviors . Moreover, the feasibility of CHW DSM program also concluded that the intervention yielded positive impacts for diabetes knowledge, self-efficacy and self-management behaviors . Ten studies recorded statistically significant effects for self-efficacy and self-management behaviors/knowledge;  showed only positive results for tremendous weight reduction which could indicate the perception of some self-management knowledge towards food selection although the results provided were not conclusive.
Most studies integrated several theoretical, conceptual frameworks, guidelines and standards in delivering the CHW-diabetes interventions. Studies that employed similar theories/concepts produced similar results signaling the importance of theory integration in diabetes self-management intervention. The choice of different frameworks underpins numerous ways to enhance diabetes self-management programs. However, there may be instances where one framework was more advantageous to use, this could be the reason for some few varied results in the initiation and sustainability of self-management behaviors amongst study results.
Four studies with 666 participants reported on CHW intervention for diabetes self-care at 6-months. The accumulated effect size indicates a non-statistical significance of CHW -intervention as compared to usual care with effect size of 0.18 (95% CI -0.13, 0.48). Statistical heterogeneity was I2= 73% (Figure 4).
Figure 4. Forest plot of comparison: Effectiveness of CHW-LED/ Usual Care DSME (Diabetes Self-Care), outcome: 1.5 Diabetes Self-Care at 6- months.
Four studies with 676 participants reported on CHW intervention for self-efficacy at 6-months. The accumulated effect size indicates a non-statistical significance of CHW -intervention as compared to usual care with effect size of 0.33 (95% CI -0.07, 0.74). Statistical heterogeneity was I2= 85% (Figure 5).
Theme 4: Impact on depression/diabetes distress symptoms and diabetes support
Our results were consistent with the findings of studies , who evaluated the impact of CHW in managing stress in diabetes and concluded that the study significantly reduced diabetes and mental stress and improved patient satisfaction  investigated an educational program delivered by CHW. It concluded the intervention significantly improved depression symptoms. In addition, these findings were echoed by Souza et al. , who investigated the impact of a CHW-led DSME and concluded the program successfully provided diabetes support and education, medication assistance, access to community help centers, and social support.
CHW employed varied roles such as coaches , family health advocates  and educators [30,28,17], to assist patients with problem solving skills, translation and referral to resources. This finding was consistent with the results of Captieux et al. , who concluded that CHWs play several roles in T2DM self-management, including structured education, ongoing support and health system advocacy.
Hence, preparing and coordinating CHW roles is essential and needs consolidation. It could, therefore, be concluded that the work of the CHW was important in providing support for patients during DSME/S programs to achieve improvement in glycemic control. This finding is consistent with results of several studies [48,49], which concluded supported self-management interventions using a range of approaches improves short-term glycemic control.
Three studies with 406 participants reported on CHW intervention for depression symptoms at 6-months. The accumulated effect size indicates a statistical significance favoring the CHW -intervention with effect size of -0.03 (95% CI -0.23, 0.16). Statistical heterogeneity was I2= 0%. Our results were consistent with findings of a systematic review with meta-analysis of 25 (RCT and non-RCT) which investigated the psychosocial interventions to reduce diabetes distress (Figure 6) .
The effectiveness of Community Health Worker-led diabetes self-management education on Type 2 diabetes patients was investigated. The study revealed that Community Health Worker-led DSME promotes an improvement in HbA1c levels at 6 months and a sustained effect at 12 months; increased diabetes knowledge, self-efficacy, and self-management practice and a decrease in depressive symptoms but an improvement in quality of life. It also demonstrated advancement in care co-ordination and support services to patients.
· The review advocates for a collaborative CHW- professional intervention that provides the opportunity for CHW to receive training and supervision. Nevertheless, future research should measure longer duration of intensive behavioral self-management intervention.
· Finally, further research is required to ascertain the facilitators and barriers for the successful implementation of CHW diabetes led interventions.
CONTRIBUTOR SHIP STATEMENT
· AA, AM, IS and GA contributed to the design of the review.
· AA created the search strategy and conducted the search.
· AA and GA screened the papers, extracted and analysed the data.
· AA, GA and AM drafted the paper and all authors reviewed the draft and approved the final version.
PATIENT AND PUBLIC INVOLVEMENT
It was not appropriate or possible to involve patients or the public in the design, or conduct, or reporting, or dissemination of our research.
ETHICS COMMITTEE APPROVAL
This was not required for this article.
Funding: The authors would like to thank the InDependent Diabetes Trust (IDDT) for funding. Grant number, ID/T025272/1
1. WHO | Community-based health workers (CHWs) . WHO. [cited 2018 Dec 13]. Available from: http://www.who.int/hrh/community/en/(accessed 12.13.18).
2. International Diabetes Federation. Diabetes Atlas. 2017. http://www.idf.org/diabetesatlas/5e/the-global-burden,. Available from: http://www.idf.org/diabetesatlas/5e/the-global-burden.
3. Wagner EH, Austin BT, Davis C, Hindmarsh M, Schaefer J, et al. (2017) Improving chronic illness care translating evidence into action. Health Aff 20.
4. Levitt NS, Puoane T, Denman CA, Gessel SA, Surka S, et al. (2015) Referral outcomes of individuals identified at high risk of cardiovascular disease by community health workers in Bangladesh, Guatemala, Mexico, South Africa. Glob Health Action 8: 26318.
5. Kenya S, Chida N, Symes S, Posner GS (2011) Can community health workers improve adherence to highly active antiretroviral therapy in the USA? A review of the literature. HIV Med 12: 525-534.
6. Beck J, Greenwood DA, Blanton L, Bollinger ST, Butcher MK, et al. (2017) National standards for diabetes self-management education and support. Diabetes Care 40:1409-1419.
7. Boger E, Ellis J, Latter S, Foster C, Kennedy A, et al. (2015) Self-management and self-management support outcomes: A systematic review and mixed research synthesis of stakeholder views. PLos One 10(7).
8. Murad MH, Asi N, Alsawas M, Alahdab F (2016) New evidence pyramid. BMJ Evid-Based Med 21: 125-127.
9. Morrison A, Polisena J, Husereau D, Moulton K, Clark M, et al. (2012) The effect of English-language restriction on systematic review-based meta-analyses: A systematic review of empirical studies. Int J Technol Assess Health Care 28: 138-144.
10. Donagh M, Peterson K, Raina P, Chang S, Shekelle P (2008) Methods Guide for Effectiveness and Comparative Effectiveness Reviews Internet]. Rockville MD Agency for Healthcare Research and Quality US AHRQ Methods for Effective Health Care.
11. Moola S, Munn Z, Sears K, Sfetcu R, Currie M, et al. (2015) Conducting systematic reviews of association etiology The Joanna Briggs Institute’s approach. Int J Evid Based Healthc 13: 163-169.
12. Munn Z, Tufanaru C, Aromataris E (2014) JBI’s systematic reviews: Data extraction and synthesis. Am J Nurs 114: 49-54.
13. Higgins JPT, Thompson SG, Deeks JJ, Altman DG (2003) Measuring inconsistency in meta-analyses. BMJ 327: 557-560.
14. Moher D, Liberati A, Tetzlaff J, Altman DG (2009) PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses the PRISMA statement. PLoS Med 6.
15. Jain V, Joshi R, Idiculla J, Xavier D (2018) Community health worker interventions in type 2 diabetes mellitus patients: Assessing the feasibility and effectiveness in Rural Central India. J Cardiovasc Dis Res 9: 127-133.
16. Sharp LK, Tilton JJ, Touchette DR, Xia Y, Mihailescu D, et al. (2018) Community health workers supporting clinical pharmacists in diabetes management: A randomized controlled trial. Pharmacother 38: 58-68.
17. Spencer MS, Kieffer EC, Sinco B, Piatt G, Palmisano G, et al. (2018) Outcomes at 18 months from a community health worker and peer leader diabetes self-management program for Latino adults. Diabetes 41: 1414-1422.
18. Carrasquillo O, Lebron C, Alonzo Y, Li H, Chang A, et al. (2017) Effect of a community health worker intervention among Latinos with poorly controlled Type 2 Diabetes. The Miami Healthy Heart Initiative Randomized Clinical Trial. JAMA Intern Med 177: 948-954.
19. Lutes LD, Cummings DM, Littlewood K, Dinatale E, Hambidge BA (2017) Community Health Worker-delivered intervention in African American Women with Type 2 Diabetes: A 12-month randomized trial. Obesity 25: 1329-1335.
20. Aponte J, Jackson TD, Wyka K, Ikechi C (2017) Health effectiveness of community health workers as a diabetes self-management intervention. Diab Vasc Dis Res 14: 316-326.
21. Vaughan EM, Johnston CA, Cardenas VJ, Moreno JP, Foreyt JP (2017) Integrating CHWs as part of the team leading diabetes group visits a randomized controlled feasibility study. Diabetes Educ 43: 589-599.
22. Pauley T, Gargaro J, Chenard G, Cavanagh H, Kay SMM (2016) Home-based diabetes self-management coaching delivered by paraprofessionals: A randomized controlled trial. Home Health Care Serv Q 35: 137-154.
23. Kim KB, Kim MT, Lee HB, Nguyen T, Bone LR, et al. (2016) Community health workers versus nurses as counselors or case managers in a self-help diabetes management program. Am J Public Health 106: 1052-1058.
24. Kim MT, Kim KB, Huh B, Nguyen T, Han HR, et al. (2015) The effect of a community-based self-help intervention: Korean americans with type 2 diabetes. Am J Prev Med 49: 726-737.
25. Rao M, Pue JDD, Dunsiger S, Elsayed M, Usolia ON, Garvey STM (2015) Long-term impact of a community health worker intervention on diabetes control in american samoa 12.
26.Escamilla RP, Damio G, Chhabra J, Fernandez ML, Perez SS, et al. (2015) Impact of a community health workers-led structured program on blood glucose control among Latinos with type 2 diabetes: The DIALBEST Trial. Diabetes Care 38: 197-205.
27.Rothschild SK, Martin MA, Swider SM, Lynas CMT, Janssen I, et al. (2014) Mexican american trial of community health workers a randomized controlled trial of a community health worker intervention for mexican americans with type 2 diabetes mellitus. Am J Public Health 104: 1540-1548.
28. Palmas W, Findley SE, Mejia M, Batista M, Teresi J, et al. (2014) Results of the Northern Manhattan diabetes community outreach project: A randomized trial studying a community health horker intervention to improve diabetes care in hispanic adults. Diabetes Care 374: 963-969.
29. Tang TS, Funnell M, Sinco B, Piatt G, Palmisano G, et al. (2014) Comparative effectiveness of peer leaders and community health workers in diabetes self-management support: Results of a randomized controlled trial. Diabetes Care 37: 1525-1534.
30. Pue JDD, Dunsiger S, Seiden AD, Blume J, Rosen RK, et al. (2013) Nurse-community health worker team improves diabetes care in American Samoa. Results of a randomized controlled trial. Diabetes Care 36: 1947-1953.
31. Spencer MS, Rosland AM, Kieffer EC, Sinco BR, Valerio M, et al. (2011) Effectiveness of a community health worker intervention among African American and Latino adults with type 2 diabetes: A randomized controlled trial. Am J Public Health 101: 2253-2260.
32. Babamoto KS, Sey KA, Camilleri AJ, Karlan VJ, Catalasan J, et al. (2009) Improving diabetes care and health measures among hispanics using community health workers Results from a randomized controlled trial. Health Educ Behav 36: 113-126.
33. Sacco WP, Malone JI, Morrison AD, Friedman A (2009) Wells K. Effect of a brief, regular telephone intervention by paraprofessionals for type 2 diabetes. J Behav Med 32: 349-359.
34. Sixta CS, Ostwald S (2008) Texas-Mexico border intervention by promotores for patients with type 2 diabetes. Diabetes Educ Internet 34: 299-309.
35.Beckham S, Bradley S, Washburn A, Taumua T (2008) Diabetes management Utilizing community health workers in a Hawaiian Samoan population. J Health Care Poor Underserved 19: 416-427.
36. Castillo AG (2010) Community-based diabetes education for Latinos The Diabetes Empowerment Education Program. Pubmed 1: 586-594.
37. Collinsworth AW, Vulimiri M, Schmidt KL, Snead CA (2013) Effectiveness of a Community Health Worker-led Diabetes Self-Management Education Program and Implications for CHW Involvement in Care Coordination Strategies. Diabetes Educ 39: 792-799.
38. Souza CFD, Dalzochio MB, Zucatti ATN, Nale RD, Almeida MTD, et al. (2017) Efficacy of an education course delivered to community health workers in diabetes control A randomized clinical trial. Endocrin 57: 280-286.
39. Kane RL, Butler M, Ng W (2016) Examining the quality of evidence to support the effectiveness of interventions: An analysis of systematic reviews. BMJ Open 6.
40. Cunningham AT, Crittendon DR, White N, Mills GD, Diaz V, et al. (2018) The effect of diabetes self-management education on HbA1c and quality of life in African-Americans: a systematic review and meta-analysis. BMC Health Serv Res 18.
41. Werfalli M, Raubenheimer P, Engel M, Peer N, Kalula S, et al. (2015) Effectiveness of community-based peer-led diabetes self-management programmes (COMP-DSMP) for improving clinical outcomes and quality of life of adults with diabetes in primary care settings in low and middle-income countries (LMIC) a systematic review and meta-analysis. BMJ Open 5.
42. Shah M, Kaselitz E, Heisler M (2013) The Role of Community Health Workers in Diabetes: Update on Current Literature. Curr Diab Rep 13: 163-171.
43. Sabogal RO, Arretz D, Siebold S, Hallen E, Lee R, et al. (2010) Physician-community health worker partnering to support diabetes self-management in primary care. Qual Prim Care 18: 363-372.
44. Custack AS, Weatherspoon LA (2013) Patient-centered approach using community- based paraprofessionals to improve self-management of Type 2 Diabetes. Am J Health Educ Internet 44: 213-220.
45. Islam NS, Wyatt LC, Patel SD, Shapiro E, Tandon SD, et al. (2013) Evaluation of a community health worker pilot intervention to improve diabetes management in Bangladeshi immigrants with type 2 diabetes in New York City. Diabetes Educ 39: 478-493.
46. Wagner J, Millan AB, Damio G, Perez SS, Chhabra J, et al. (2015) Community health workers assisting Latinos manage stress and diabetes CALMS-D rationale intervention design implementation and process outcomes. Transl Behav Med 5: 415-424.
47. Egbujie BA, Delobelle PA, Levitt N, Puoane T, Sanders D, et al. (2018) Role of community health workers in type 2 diabetes mellitus self-management: A scoping review. PLoS ONE 13.
48. Captieux M, Pearce G, Parke HL, Epiphaniou E, Wild S, et al. (2018) Supported self-management for people with type 2 diabetes: Ameta-review of quantitative systematic reviews. BMJ Open 12.
49. Stopford R, Winkley K, Ismail K. (2013) Social support and glycemic control in type 2 diabetes: A systematic review of observational studies. Patient Educ Couns 93: 549-558.
50. Djulbegovic B, Trikalinos TA, Roback J, Chen R, Guyatt G (2009) Impact of quality of evidence on the strength of recommendations: An empirical study. BMC Health Serv Res Internet 9: 120.
51. Mathiesen AS, Egerod I, Jensen T, Kaldan G, Langberg H, et al. (2019) Psychosocial interventions for reducing diabetes distress in vulnerable people with type 2 Diabetes mellitus: A systematic review and meta-analysis. Diabetes Metab Syndr Obes 12: 19-33.
52. Chatterjee S, Davies MJ, Heller S, Speight J, Snoek FJ, et al. (2018) Diabetes structured self-management education programmes a narrative review and current innovations. Lancet Diabetes Endocrinol 6:130-142.
- Chemotherapy Research Journal (ISSN:2642-0236)
- Archive of Obstetrics Gynecology and Reproductive Medicine (ISSN:2640-2297)
- Journal of Allergy Research (ISSN:2642-326X)
- Journal of Cancer Science and Treatment (ISSN:2641-7472)
- Journal of Pathology and Toxicology Research
- BioMed Research Journal (ISSN:2578-8892)
- International Journal of Medical and Clinical Imaging (ISSN:2573-1084)