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Australian Journal of Primary Health Australian Journal of Primary Health Society
The issues influencing community health services and primary health care
RESEARCH ARTICLE

Adequacy of health literacy and its effect on diabetes self-management: a meta-analysis

Xiu-mei Guo A , Xia Zhai A and Bo-ru Hou B C
+ Author Affiliations
- Author Affiliations

A Department of Outpatient, Lanzhou University Second Hospital, Lanzhou, No. 82, Cuiyingmen, Chengguan District, Gansu 730030, China.

B Department of Neurosurgery, Lanzhou University Second Hospital, No. 82, Cuiyingmen, Chengguan District, Lanzhou, Gansu 730030, China.

C Corresponding author. Email: friend7412@126.com

Australian Journal of Primary Health 26(6) 458-465 https://doi.org/10.1071/PY20079
Submitted: 8 April 2020  Accepted: 28 September 2020   Published: 10 December 2020

Abstract

This study evaluated the role of health literacy (HL) in the self-management of diabetes. A literature search was conducted in electronic databases and studies were selected using precise eligibility criteria. A meta-analysis was conducted to estimate the HL adequacy rate, factors affecting the adequacy of HL and correlations between HL and diabetes self-management variables. Thirty-three studies were included in the analysis. The HL adequacy rate was 67% (95% confidence interval (CI) 57, 76). Compared with patients with inadequate HL, patients with adequate HL were younger (mean difference –5.2 years; 95% CI −7.2, −3.2; P < 0.00001), more likely to have a high school or higher level of education (odds ratio (OR) 8.39; 95% CI 5.03, 13.99]; P < 0.00001) and were less likely to belong to a low-income group (OR 0.36; 95% CI 0.23, 0.56; P < 0.00001). HL was positively correlated with self-monitoring (r = 0.19; 95% CI 0.11, 0.27; P < 0.00001), dietary and physical care (r = 0.12; 95% CI 0.07, 0.18; P = 0.009), diabetes knowledge (r = 0.29; 95% CI 0.09, 0.45; P < 0.001), self-efficacy (r = 0.28; 95% CI 0.15, 0.41; P < 0.00001), self-care (0.24; 95% CI 0.16, 0.31; P < 0.00001), formal education (r = 0.35; 95% CI 0.18, 0.53; P < 0.00001) and social support (r = 0.2; 95% CI 0.07, 0.33; P < 0.00001). Patient age (r = −0.28; 95% CI −0.39, −0.17; P < 0.00001) was inversely correlated with HL. In conclusion, 67% of diabetes patients had adequate HL, with a higher rate among better educated and higher income groups. HL had a statistically significant but weak positive correlation with diabetes self-management variables.

Keywords: correlations, diabetes mellitus, health literacy, meta-analysis, self-care.


References

Al Sayah F, Majumdar SR, Williams B, Robertson S, Johnson JA (2013) Health literacy and health outcomes in diabetes: a systematic review. Journal of General Internal Medicine 28, 444–452.
Health literacy and health outcomes in diabetes: a systematic review.Crossref | GoogleScholarGoogle Scholar | 23065575PubMed |

Al Sayah F, Qiu W, Johnson JA (2016) Health literacy and health-related quality of life in adults with type 2 diabetes: a longitudinal study. Quality of Life Research 25, 1487–1494.
Health literacy and health-related quality of life in adults with type 2 diabetes: a longitudinal study.Crossref | GoogleScholarGoogle Scholar |

Bailey SC, Brega AG, Crutchfield TM, Elasy T, Herr H, Kaphingst K, Karter AJ, Moreland-Russell S, Osborn CY, Pignone M, Rothman R, Schillinger D (2014) Update on health literacy and diabetes. The Diabetes Educator 40, 581–604.
Update on health literacy and diabetes.Crossref | GoogleScholarGoogle Scholar | 24947871PubMed |

Bains SS, Egede LE (2011) Associations between health literacy, diabetes knowledge, self-care behaviors, and glycemic control in a low income population with type 2 diabetes. Diabetes Technology & Therapeutics 13, 335–341.
Associations between health literacy, diabetes knowledge, self-care behaviors, and glycemic control in a low income population with type 2 diabetes.Crossref | GoogleScholarGoogle Scholar |

Baker DW, Parker RM, Williams MV, Clark WS (1998) Health literacy and the risk of hospital admission. Journal of General Internal Medicine 13, 791–798.
Health literacy and the risk of hospital admission.Crossref | GoogleScholarGoogle Scholar | 9844076PubMed |

Baker DW, Gazmararian JA, Williams MV, Scott T, Parker RM, Green D, Ren J, Peel J (2002) Functional health literacy and the risk of hospital admission among Medicare managed care enrollees. American Journal of Public Health 92, 1278–1283.
Functional health literacy and the risk of hospital admission among Medicare managed care enrollees.Crossref | GoogleScholarGoogle Scholar | 12144984PubMed |

Barber MN, Staples M, Osborne RH, Clerehan R, Elder C, Buchbinder R (2009) Up to a quarter of the Australian population may have suboptimal health literacy depending upon the measurement tool: results from a population-based survey. Health Promotion International 24, 252–261.
Up to a quarter of the Australian population may have suboptimal health literacy depending upon the measurement tool: results from a population-based survey.Crossref | GoogleScholarGoogle Scholar | 19531559PubMed |

Bohanny W, Wu SF, Liu CY, Yeh SH, Tsay SL, Wang TJ (2013) Health literacy, self-efficacy, and self-care behaviors in patients with type 2 diabetes mellitus. Journal of the American Association of Nurse Practitioners 25, 495–502.
Health literacy, self-efficacy, and self-care behaviors in patients with type 2 diabetes mellitus.Crossref | GoogleScholarGoogle Scholar | 24170654PubMed |

Caruso R, Magon A, Baroni I, Dellafiore F, Arrigoni C, Pittella F, Ausili D (2018) Health literacy in type 2 diabetes patients: a systematic review of systematic reviews. Acta Diabetologica 55, 1–12.
Health literacy in type 2 diabetes patients: a systematic review of systematic reviews.Crossref | GoogleScholarGoogle Scholar | 29129000PubMed |

Chahardah-Cherik S, Gheibizadeh M, Jahani S, Cheraghian B (2018) The relationship between health literacy and health promoting behaviors in patients with type 2 diabetes. International Journal of Community Based Nursing and Midwifery 6, 65–75.

Choi SE, Rush E, Henry S (2013) Health literacy in Korean immigrants at risk for type 2 diabetes. Journal of Immigrant and Minority Health 15, 553–559.
Health literacy in Korean immigrants at risk for type 2 diabetes.Crossref | GoogleScholarGoogle Scholar | 22752687PubMed |

Cohen J (1988) ‘Statistical power analysis for the behavioral sciences.’ 2nd edn. (Erlbaum Associates: Hillsdale, NJ, USA)

de Castro SH, Brito GN, Gomes MB (2014) Health literacy skills in type 2 diabetes mellitus outpatients from an university-affiliated hospital in Rio de Janeiro, Brazil. Diabetology & Metabolic Syndrome 6, 126
Health literacy skills in type 2 diabetes mellitus outpatients from an university-affiliated hospital in Rio de Janeiro, Brazil.Crossref | GoogleScholarGoogle Scholar |

Elliott JA, Abdulhadi NN, Al-Maniri AA, Al-Shafaee MA, Wahlstrom R (2013) Diabetes self-management and education of people living with diabetes: a survey in primary health care in Muscat Oman. PLoS One 8, e57400
Diabetes self-management and education of people living with diabetes: a survey in primary health care in Muscat Oman.Crossref | GoogleScholarGoogle Scholar | 23451219PubMed |

Friis K, Vind BD, Simmons RK, Maindal HT (2016) The relationship between health literacy and health behaviour in people with diabetes: a Danish population-based study. Journal of Diabetes Research 2016, 7823130
The relationship between health literacy and health behaviour in people with diabetes: a Danish population-based study.Crossref | GoogleScholarGoogle Scholar | 27761473PubMed |

Hussein SH, Almajran A, Albatineh AN (2018) Prevalence of health literacy and its correlates among patients with type II diabetes in Kuwait: a population based study. Diabetes Research and Clinical Practice 141, 118–125.
Prevalence of health literacy and its correlates among patients with type II diabetes in Kuwait: a population based study.Crossref | GoogleScholarGoogle Scholar | 29729374PubMed |

Husson O, Mols F, Fransen MP, van de Poll-Franse LV, Ezendam NP (2015) Low subjective health literacy is associated with adverse health behaviors and worse health-related quality of life among colorectal cancer survivors: results from the profiles registry. Psycho-Oncology 24, 478–486.
Low subjective health literacy is associated with adverse health behaviors and worse health-related quality of life among colorectal cancer survivors: results from the profiles registry.Crossref | GoogleScholarGoogle Scholar | 25241852PubMed |

Inoue M, Takahashi M, Kai I (2013) Impact of communicative and critical health literacy on understanding of diabetes care and self-efficacy in diabetes management: a cross-sectional study of primary care in Japan. BMC Family Practice 14, 40
Impact of communicative and critical health literacy on understanding of diabetes care and self-efficacy in diabetes management: a cross-sectional study of primary care in Japan.Crossref | GoogleScholarGoogle Scholar | 23522359PubMed |

Ishikawa H, Yano E (2011) The relationship of patient participation and diabetes outcomes for patients with high vs. low health literacy. Patient Education and Counseling 84, 393–397.
The relationship of patient participation and diabetes outcomes for patients with high vs. low health literacy.Crossref | GoogleScholarGoogle Scholar | 21388773PubMed |

Ishikawa H, Takeuchi T, Yano E (2008) Measuring functional, communicative, and critical health literacy among diabetic patients. Diabetes Care 31, 874–879.
Measuring functional, communicative, and critical health literacy among diabetic patients.Crossref | GoogleScholarGoogle Scholar | 18299446PubMed |

Kassahun T, Gesesew H, Mwanri L, Eshetie T (2016) Diabetes related knowledge, self-care behaviours and adherence to medications among diabetic patients in southwest Ethiopia: a cross-sectional survey. BMC Endocrine Disorders 16, 28
Diabetes related knowledge, self-care behaviours and adherence to medications among diabetic patients in southwest Ethiopia: a cross-sectional survey.Crossref | GoogleScholarGoogle Scholar | 27381349PubMed |

Kim S, Love F, Quistberg DA, Shea JA (2004) Association of health literacy with self-management behavior in patients with diabetes. Diabetes Care 27, 2980–2982.
Association of health literacy with self-management behavior in patients with diabetes.Crossref | GoogleScholarGoogle Scholar | 15562219PubMed |

Kim KA, Kim YJ, Choi M (2018) Association of electronic health literacy with health-promoting behaviors in patients with type 2 diabetes: a cross-sectional study. Computers, Informatics, Nursing 36, 438–447.
Association of electronic health literacy with health-promoting behaviors in patients with type 2 diabetes: a cross-sectional study.Crossref | GoogleScholarGoogle Scholar | 29742548PubMed |

Lai AY, Ishikawa H, Kiuchi T, Mooppil N, Griva K (2013) Communicative and critical health literacy, and self-management behaviors in end-stage renal disease patients with diabetes on hemodialysis. Patient Education and Counseling 91, 221–227.
Communicative and critical health literacy, and self-management behaviors in end-stage renal disease patients with diabetes on hemodialysis.Crossref | GoogleScholarGoogle Scholar | 23357415PubMed |

Lee YJ, Shin SJ, Wang RH, Lin KD, Lee YL, Wang YH (2016) Pathways of empowerment perceptions, health literacy, self-efficacy, and self-care behaviors to glycemic control in patients with type 2 diabetes mellitus. Patient Education and Counseling 99, 287–294.
Pathways of empowerment perceptions, health literacy, self-efficacy, and self-care behaviors to glycemic control in patients with type 2 diabetes mellitus.Crossref | GoogleScholarGoogle Scholar | 26341940PubMed |

Mancuso JM (2010) Impact of health literacy and patient trust on glycemic control in an urban USA population. Nursing & Health Sciences 12, 94–104.
Impact of health literacy and patient trust on glycemic control in an urban USA population.Crossref | GoogleScholarGoogle Scholar |

Mbaezue N, Mayberry R, Gazmararian J, Quarshie A, Ivonye C, Heisler M (2010) The impact of health literacy on self-monitoring of blood glucose in patients with diabetes receiving care in an inner-city hospital. Journal of the National Medical Association 102, 5–9.
The impact of health literacy on self-monitoring of blood glucose in patients with diabetes receiving care in an inner-city hospital.Crossref | GoogleScholarGoogle Scholar | 20158130PubMed |

Morris NS, MacLean CD, Littenberg B (2006) Literacy and health outcomes: a cross-sectional study in 1002 adults with diabetes. BMC Family Practice 7, 49
Literacy and health outcomes: a cross-sectional study in 1002 adults with diabetes.Crossref | GoogleScholarGoogle Scholar | 16907968PubMed |

National Heart, Lung, and Blood Institute (2020) Study quality assessment tools. Quality assessment tool for observational cohort and cross-sectional studies. Available at https://www.nhlbi.nih.gov/health-topics/study-quality-assessment-tools [Verified 12 August 2020]

Nguyen HT, Kirk JK, Arcury TA, Ip EH, Grzywacz JG, Saldana SJ, Bell RA, Quandt SA (2013) Cognitive function is a risk for health literacy in older adults with diabetes. Diabetes Research and Clinical Practice 101, 141–147.
Cognitive function is a risk for health literacy in older adults with diabetes.Crossref | GoogleScholarGoogle Scholar | 23806477PubMed |

Nutbeam D (2000) Health literacy as a public health goal: a challenge for contemporary health education and communication strategies into the 21st century. Health Promotion International 15, 259–267.
Health literacy as a public health goal: a challenge for contemporary health education and communication strategies into the 21st century.Crossref | GoogleScholarGoogle Scholar |

Osborn CY, Bains SS, Egede LE (2010) Health literacy, diabetes self-care, and glycemic control in adults with type 2 diabetes. Diabetes Technology & Therapeutics 12, 913–919.
Health literacy, diabetes self-care, and glycemic control in adults with type 2 diabetes.Crossref | GoogleScholarGoogle Scholar |

Osborn CY, Cavanaugh K, Wallston KA, Kripalani S, Elasy TA, Rothman RL, White RO (2011) Health literacy explains racial disparities in diabetes medication adherence. Journal of Health Communication 16, 268–278.
Health literacy explains racial disparities in diabetes medication adherence.Crossref | GoogleScholarGoogle Scholar | 21951257PubMed |

Powell CK, Hill EG, Clancy DE (2007) The relationship between health literacy and diabetes knowledge and readiness to take health actions. The Diabetes Educator 33, 144–151.
The relationship between health literacy and diabetes knowledge and readiness to take health actions.Crossref | GoogleScholarGoogle Scholar | 17272800PubMed |

Rak EC (2014) Employment outcomes in persons with diabetes: the role of health literacy and diabetes management self-efficacy. Rehabilitation Counseling Bulletin 57, 159–169.
Employment outcomes in persons with diabetes: the role of health literacy and diabetes management self-efficacy.Crossref | GoogleScholarGoogle Scholar |

Reisi M, Mostafavi F, Javadzade H, Mahaki B, Tavassoli E, Sharifirad G (2016) Impact of health literacy, self-efficacy, and outcome expectations on adherence to self-care behaviors in Iranians with type 2 diabetes. Oman Medical Journal 31, 52–59.
Impact of health literacy, self-efficacy, and outcome expectations on adherence to self-care behaviors in Iranians with type 2 diabetes.Crossref | GoogleScholarGoogle Scholar | 26813680PubMed |

Rothman R, Malone R, Bryant B, Horlen C, DeWalt D, Pignone M (2004) The relationship between literacy and glycemic control in a diabetes disease-management program. The Diabetes Educator 30, 263–273.
The relationship between literacy and glycemic control in a diabetes disease-management program.Crossref | GoogleScholarGoogle Scholar | 15095516PubMed |

Rothman RL, Malone R, Bryant B, Wolfe C, Padgett P, DeWalt DA, Weinberger M, Pignone M (2005) The Spoken Knowledge in Low Literacy in Diabetes scale: a diabetes knowledge scale for vulnerable patients. The Diabetes Educator 31, 215–224.
The Spoken Knowledge in Low Literacy in Diabetes scale: a diabetes knowledge scale for vulnerable patients.Crossref | GoogleScholarGoogle Scholar | 15797850PubMed |

Rudd RE (2015) The evolving concept of health literacy: new directions for health literacy studies. Journal of Communication in Healthcare 8, 7–9.
The evolving concept of health literacy: new directions for health literacy studies.Crossref | GoogleScholarGoogle Scholar |

Sarkar U, Fisher L, Schillinger D (2006) Is self-efficacy associated with diabetes self-management across race/ethnicity and health literacy? Diabetes Care 29, 823–829.
Is self-efficacy associated with diabetes self-management across race/ethnicity and health literacy?Crossref | GoogleScholarGoogle Scholar | 16567822PubMed |

Saeedi P, Petersohn I, Salpea P, Malanda B, Karuranga S, Unwin N, Colagiuri S, Guariguata L, Motala AA, Ogurtsova K, Shaw JE, Bright D, Williams R, IDF Diabetes Atlas Committee (2019) Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9th edition. Diabetes Research and Clinical Practice 157, 107843
Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: results from the International Diabetes Federation Diabetes Atlas, 9th edition.Crossref | GoogleScholarGoogle Scholar | 31518658PubMed |

Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, Palacios J, Sullivan GD, Bindman AB (2002) Association of health literacy with diabetes outcomes. Journal of the American Medical Association 288, 475–482.
Association of health literacy with diabetes outcomes.Crossref | GoogleScholarGoogle Scholar | 12132978PubMed |

Schillinger D, Barton LR, Karter AJ, Wang F, Adler N (2006) Does literacy mediate the relationship between education and health outcomes? A study of a low-income population with diabetes. Public Health Reports 121, 245–254.
Does literacy mediate the relationship between education and health outcomes? A study of a low-income population with diabetes.Crossref | GoogleScholarGoogle Scholar | 16640146PubMed |

Shue CK, O’Hara LLS, Marini D, Mckenzie J, Schreiner M (2010) Diabetes and low-health literacy: a preliminary outcome report of a mediated intervention to enhance patient-physician communication. Communication Education 59, 360–373.

Sørensen K, Van den Broucke S, Fullam J, Doyle G, Pelikan J, Slonska Z, Brand H (2012) Health literacy and public health: a systematic review and integration of definitions and models. BMC Public Health 12, 80
Health literacy and public health: a systematic review and integration of definitions and models.Crossref | GoogleScholarGoogle Scholar | 22276600PubMed |

Souza JG, Apolinario D, Magaldi RM, Busse AL, Campora F, Jacob-Filho W (2014) Functional health literacy and glycaemic control in older adults with type 2 diabetes: a cross-sectional study. BMJ Open 4, e004180
Functional health literacy and glycaemic control in older adults with type 2 diabetes: a cross-sectional study.Crossref | GoogleScholarGoogle Scholar | 24525392PubMed |

Sudore RL, Mehta KM, Simonsick EM, Harris TB, Newman AB, Satterfield S, Rosano C, Rooks RN, Rubin SM, Ayonayon HN, Yaffe K (2006) Limited literacy in older people and disparities in health and healthcare access. Journal of the American Geriatrics Society 54, 770–776.
Limited literacy in older people and disparities in health and healthcare access.Crossref | GoogleScholarGoogle Scholar | 16696742PubMed |

Tang YH, Pang SM, Chan MF, Yeung GS, Yeung VT (2008) Health literacy, complication awareness, and diabetic control in patients with type 2 diabetes mellitus. Journal of Advanced Nursing 62, 74–83.
Health literacy, complication awareness, and diabetic control in patients with type 2 diabetes mellitus.Crossref | GoogleScholarGoogle Scholar | 18352966PubMed |

van der Heide I, Uiters E, Rademakers J, Struijs JN, Schuit AJ, Baan CA (2014) Associations among health literacy, diabetes knowledge, and self-management behavior in adults with diabetes: results of a Dutch cross-sectional study. Journal of Health Communication 19, 115–131.
Associations among health literacy, diabetes knowledge, and self-management behavior in adults with diabetes: results of a Dutch cross-sectional study.Crossref | GoogleScholarGoogle Scholar | 25315588PubMed |

Wang RH, Hsu HC, Lee YJ, Shin SJ, Lin KD, An LW (2016) Patient empowerment interacts with health literacy to associate with subsequent self-management behaviors in patients with type 2 diabetes: a prospective study in Taiwan. Patient Education and Counseling 99, 1626–1631.
Patient empowerment interacts with health literacy to associate with subsequent self-management behaviors in patients with type 2 diabetes: a prospective study in Taiwan.Crossref | GoogleScholarGoogle Scholar | 27083406PubMed |

Williams MV, Parker RM, Baker DW, Parikh NS, Pitkin K, Coates WC, Nurss JR (1995) Inadequate functional health literacy among patients at two public hospitals. Journal of the American Medical Association 274, 1677–1682.
Inadequate functional health literacy among patients at two public hospitals.Crossref | GoogleScholarGoogle Scholar | 7474271PubMed |

Williams MV, Baker DW, Parker RM, Nurss JR (1998) Relationship of functional health literacy to patients’ knowledge of their chronic disease. A study of patients with hypertension and diabetes. Archives of Internal Medicine 158, 166–172.
Relationship of functional health literacy to patients’ knowledge of their chronic disease. A study of patients with hypertension and diabetes.Crossref | GoogleScholarGoogle Scholar | 9448555PubMed |

Xia J, Wu P, Deng Q, Yan R, Yang R, Lv B, Wang J, Yu J (2019) Relationship between health literacy and quality of life among cancer survivors in China: a cross-sectional study. BMJ Open 9, e028458
Relationship between health literacy and quality of life among cancer survivors in China: a cross-sectional study.Crossref | GoogleScholarGoogle Scholar | 31892642PubMed |

Xu Y, Toobert D, Savage C, Pan W, Whitmer K (2008) Factors influencing diabetes self-management in Chinese people with type 2 diabetes. Research in Nursing & Health 31, 613–625.
Factors influencing diabetes self-management in Chinese people with type 2 diabetes.Crossref | GoogleScholarGoogle Scholar |

Young CF, Yun K, Kang E, Shubrook JH, Dugan JA (2018) Correlations between A1C and diabetes knowledge, diabetes numeracy, and food security in a vulnerable type 2 diabetes population. Diabetes Spectrum 31, 177–183.
Correlations between A1C and diabetes knowledge, diabetes numeracy, and food security in a vulnerable type 2 diabetes population.Crossref | GoogleScholarGoogle Scholar | 29773938PubMed |