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Published in: BMC Women's Health 1/2015

Open Access 01-12-2015 | Research article

Health literacy as a moderator of health-related quality of life responses to chronic disease among Chinese rural women

Authors: Cuili Wang, Robert L Kane, Dongjuan Xu, Qingyue Meng

Published in: BMC Women's Health | Issue 1/2015

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Abstract

Background

Chronic disease is the leading global health threat and impairs patients’ health-related quality of life (HRQoL). Low health literacy is linked with chronic diseases prevalence and poor HRQoL. However, the interaction of health literacy with chronic disease on HRQoL remains unknown. Therefore, we examined how health literacy might modify the association between chronic disease and their HRQoL impacts.

Methods

We conducted a health survey of 913 poor rural women aged 23–57 years in Northwestern China. We assessed health literacy and HRQol using the revised Chinese Adult Health Literacy Questionnaire (R-CAHLQ) and Euroqol-5D (EQ-5D), respectively. Low health literacy was indicated by a cut-off of less than the mean of the factor score. Self-reported preexisting physician-diagnosed chronic disease and socio-demographic characteristics were also included. We fitted log-binomial regression models for each dimension of EQ-5D to examine its association with health literacy and chronic disease. We also ran linear regression models for EQ VAS scores and utility scores.

Results

The low health literacy group was 1.33 times more likely to have a chronic disease than the high health literacy group. Pain/discomfort was the most prevalent impairment, and was more common in the low health literacy group (PR [prevalence ratio] = 1.23; 95% CI = 1.01, 1.50). Chronic disease strongly predicted impairments in all the EQ-5D dimensions, with PRs ranging from 2.14 to 4.07. The association between chronic disease and pain/discomfort varied by health literacy level (health literacy × chronic disease: P = 0.033), and was less pronounced in the low health literacy group (PR = 2.15; 95% CI = 1.76, 2.64) than in the high health literacy group (PR = 3.19; 95% CI = 2.52, 4.05). The low health literacy group had lower VAS scores and utility scores, and slightly less decrement of VAS scores and utility scores associated with chronic disease.

Conclusions

Health literacy modified the impacts of chronic disease on HRQoL, and low health literacy group reported less HRQoL impacts related to chronic disease. Research should address health literacy issues as well as root causes of health disparities for vulnerable populations.
Literature
1.
go back to reference World Health Organization. 2008–2013 Action Plan for the global strategy for the prevention and control for noncommunicable diseases. Geneva: WHO Press; 2008. p. 1–4. World Health Organization. 2008–2013 Action Plan for the global strategy for the prevention and control for noncommunicable diseases. Geneva: WHO Press; 2008. p. 1–4.
2.
go back to reference Tan Z, Liang Y, Liu S, Cao W, Tu H, Guo L, et al. Health-related quality of life as measured with EQ-5D among populations with and without specific chronic conditions: a population-based survey in Shaanxi Province, China. PLoS One. 2013;8(7):e65958.PubMedPubMedCentral Tan Z, Liang Y, Liu S, Cao W, Tu H, Guo L, et al. Health-related quality of life as measured with EQ-5D among populations with and without specific chronic conditions: a population-based survey in Shaanxi Province, China. PLoS One. 2013;8(7):e65958.PubMedPubMedCentral
3.
go back to reference Wang H, Beyer M, Gensichen J, Gerlach FM. Health-related quality of life among general practice patients with differing chronic diseases in Germany: cross sectional survey. BMC Public Health. 2008;8(1):246.PubMedPubMedCentral Wang H, Beyer M, Gensichen J, Gerlach FM. Health-related quality of life among general practice patients with differing chronic diseases in Germany: cross sectional survey. BMC Public Health. 2008;8(1):246.PubMedPubMedCentral
4.
go back to reference Lam CL, Fong DY, Lauder IJ, Lam TP. The effect of health-related quality of life (HRQOL) on health service utilisation of a Chinese population. Soc Sci Med. 2002;55(9):1635–46.PubMed Lam CL, Fong DY, Lauder IJ, Lam TP. The effect of health-related quality of life (HRQOL) on health service utilisation of a Chinese population. Soc Sci Med. 2002;55(9):1635–46.PubMed
5.
go back to reference Wilson IB, Cleary PD. Linking clinical variables with health-related quality of life: A conceptual model of patient outcomes. JAMA. 1995;273(1):59–65.PubMed Wilson IB, Cleary PD. Linking clinical variables with health-related quality of life: A conceptual model of patient outcomes. JAMA. 1995;273(1):59–65.PubMed
6.
go back to reference Chen T, Li L. Influence of health-related quality of life on health service utilization in addition to socio-demographic and morbidity variables among primary care patients in China. Int J Public Health. 2009;54(5):325–32.PubMed Chen T, Li L. Influence of health-related quality of life on health service utilization in addition to socio-demographic and morbidity variables among primary care patients in China. Int J Public Health. 2009;54(5):325–32.PubMed
7.
go back to reference Singh JA, Nelson DB, Fink HA, Nichol KL. Health-related quality of life predicts future health care utilization and mortality in veterans with self-reported physician-diagnosed arthritis: the veterans arthritis quality of life study. Semin Arthritis Rheum. 2005;34(5):755–65.PubMed Singh JA, Nelson DB, Fink HA, Nichol KL. Health-related quality of life predicts future health care utilization and mortality in veterans with self-reported physician-diagnosed arthritis: the veterans arthritis quality of life study. Semin Arthritis Rheum. 2005;34(5):755–65.PubMed
8.
go back to reference Lohr KN, Zebrack BJ. Using patient-reported outcomes in clinical practice: challenges and opportunities. Qual Life Res. 2009;18(1):99–107.PubMed Lohr KN, Zebrack BJ. Using patient-reported outcomes in clinical practice: challenges and opportunities. Qual Life Res. 2009;18(1):99–107.PubMed
9.
go back to reference Hahn EA, Cella D. Health outcomes assessment in vulnerable populations: measurement challenges and recommendations. Arch Phys Med Rehabil. 2003;84:S35–42.PubMed Hahn EA, Cella D. Health outcomes assessment in vulnerable populations: measurement challenges and recommendations. Arch Phys Med Rehabil. 2003;84:S35–42.PubMed
10.
go back to reference Institute of Medicine. Health literacy: a prescription to end confusion. Washington DC: The National Academies; 2004. Institute of Medicine. Health literacy: a prescription to end confusion. Washington DC: The National Academies; 2004.
11.
12.
go back to reference Nutbeam D. The evolving concept of health literacy. Soc Sci Med. 2008;67(12):2072–8.PubMed Nutbeam D. The evolving concept of health literacy. Soc Sci Med. 2008;67(12):2072–8.PubMed
13.
go back to reference Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, et al. Association of health literacy with diabetes outcomes. JAMA. 2002;288(4):475–82.PubMed Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, et al. Association of health literacy with diabetes outcomes. JAMA. 2002;288(4):475–82.PubMed
14.
go back to reference Kalichman SC, Pope H, White D, Cherry C, Amaral CM, Swetzes C, et al. Association between health literacy and HIV treatment adherence: further evidence from objectively measured medication adherence. J Int Assoc Physicians AIDS Care. 2008;7(6):317–23. Kalichman SC, Pope H, White D, Cherry C, Amaral CM, Swetzes C, et al. Association between health literacy and HIV treatment adherence: further evidence from objectively measured medication adherence. J Int Assoc Physicians AIDS Care. 2008;7(6):317–23.
15.
go back to reference Howard DH, Sentell T, Gazmararian JA. Impact of health literacy on socioeconomic and racial differences in health in an elderly population. J Gen Intern Med. 2006;21(8):857–61.PubMedPubMedCentral Howard DH, Sentell T, Gazmararian JA. Impact of health literacy on socioeconomic and racial differences in health in an elderly population. J Gen Intern Med. 2006;21(8):857–61.PubMedPubMedCentral
16.
go back to reference Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155(2):97–107.PubMed Berkman ND, Sheridan SL, Donahue KE, Halpern DJ, Crotty K. Low health literacy and health outcomes: an updated systematic review. Ann Intern Med. 2011;155(2):97–107.PubMed
17.
go back to reference Baker DW, Wolf MS, Feinglass J, Thompson JA, Gazmararian JA, Huang J. Health literacy and mortality among elderly persons. Arch Intern Med. 2007;167(14):1503–9.PubMed Baker DW, Wolf MS, Feinglass J, Thompson JA, Gazmararian JA, Huang J. Health literacy and mortality among elderly persons. Arch Intern Med. 2007;167(14):1503–9.PubMed
18.
go back to reference Wolf MS, Gazmararian JA, Baker DW. Health literacy and functional health status among older adults. Arch Intern Med. 2005;165(17):1946–52.PubMed Wolf MS, Gazmararian JA, Baker DW. Health literacy and functional health status among older adults. Arch Intern Med. 2005;165(17):1946–52.PubMed
19.
go back to reference Kim SH. Health literacy and functional health status in Korean older adults. J Clin Nurs. 2009;18(16):2337–43.PubMed Kim SH. Health literacy and functional health status in Korean older adults. J Clin Nurs. 2009;18(16):2337–43.PubMed
20.
go back to reference Curtis LM, Wolf MS, Weiss KB, Grammer LC. The impact of health literacy and socioeconomic status on asthma disparities. J Asthma. 2012;49(2):178–83.PubMedPubMedCentral Curtis LM, Wolf MS, Weiss KB, Grammer LC. The impact of health literacy and socioeconomic status on asthma disparities. J Asthma. 2012;49(2):178–83.PubMedPubMedCentral
21.
go back to reference Divaris K, Lee JY, Baker AD, Vann Jr WF. Caregivers’ oral health literacy and their young children’s oral health-related quality-of-life. Acta Odontol Scand. 2012;70(5):390–7.PubMed Divaris K, Lee JY, Baker AD, Vann Jr WF. Caregivers’ oral health literacy and their young children’s oral health-related quality-of-life. Acta Odontol Scand. 2012;70(5):390–7.PubMed
22.
go back to reference Wang C, Li H, Li L, Xu D, Kane RL, Meng Q. Health literacy and ethnic disparities in health-related quality of life among rural womens: results from a Chinese poor minority area. Health Qual Life Outcomes. 2013;11(1):153.PubMedPubMedCentral Wang C, Li H, Li L, Xu D, Kane RL, Meng Q. Health literacy and ethnic disparities in health-related quality of life among rural womens: results from a Chinese poor minority area. Health Qual Life Outcomes. 2013;11(1):153.PubMedPubMedCentral
23.
go back to reference Center for Health Statistics and Information of Ministry of Health of People’s Republic of China. The protocol and guidelines for the Fourth National Health Service Survey (in Chinese). Beijing, China: Center for Health Statistics and Information of Ministry of Health of People’s Republic of China; 2008. Center for Health Statistics and Information of Ministry of Health of People’s Republic of China. The protocol and guidelines for the Fourth National Health Service Survey (in Chinese). Beijing, China: Center for Health Statistics and Information of Ministry of Health of People’s Republic of China; 2008.
24.
go back to reference Xiao L, Li Y, Chen G, Ma Y, Hu J, Cheng Y, et al. Development of health literacy comprehensive index. Chinese Journal of Health Education. 2009;25(2):103–5. Xiao L, Li Y, Chen G, Ma Y, Hu J, Cheng Y, et al. Development of health literacy comprehensive index. Chinese Journal of Health Education. 2009;25(2):103–5.
25.
go back to reference Polit DF, Beck CT. The content validity index: Are you sure you know what’s being reported? critique and recommendations. Res Nurs Health. 2006;29(5):489–97.PubMed Polit DF, Beck CT. The content validity index: Are you sure you know what’s being reported? critique and recommendations. Res Nurs Health. 2006;29(5):489–97.PubMed
26.
go back to reference Leidl R. Preferences, quality of life and public health. The European Journal of Public Health. 2009;19(3):228–9.PubMed Leidl R. Preferences, quality of life and public health. The European Journal of Public Health. 2009;19(3):228–9.PubMed
27.
go back to reference Mielck A, Reitmeir P, Vogelmann M, Leidl R. Impact of educational level on health-related quality of life (HRQL): results from Germany based on the EuroQol 5D (EQ-5D). The European Journal of Public Health. 2012;23(1):45–50.PubMed Mielck A, Reitmeir P, Vogelmann M, Leidl R. Impact of educational level on health-related quality of life (HRQL): results from Germany based on the EuroQol 5D (EQ-5D). The European Journal of Public Health. 2012;23(1):45–50.PubMed
28.
go back to reference Lubetkin EI, Jia H, Gold MR. Construct validity of the EQ-5D in low-income Chinese American primary care patients. Qual Life Res. 2004;13(8):1459–68.PubMed Lubetkin EI, Jia H, Gold MR. Construct validity of the EQ-5D in low-income Chinese American primary care patients. Qual Life Res. 2004;13(8):1459–68.PubMed
29.
go back to reference Sun S, Chen J, Johannesson M, Kind P, Xu L, Zhang Y, et al. Population health status in China: EQ-5D results, by age, sex and socio-economic status, from the National Health Services Survey 2008. Qual Life Res. 2011;20(3):309–20.PubMed Sun S, Chen J, Johannesson M, Kind P, Xu L, Zhang Y, et al. Population health status in China: EQ-5D results, by age, sex and socio-economic status, from the National Health Services Survey 2008. Qual Life Res. 2011;20(3):309–20.PubMed
30.
go back to reference Wang H, Kindig DA, Mullahy J. Variation in Chinese population health related quality of life: results from a EuroQol study in Beijing, China. Qual Life Res. 2005;14(1):119–32.PubMed Wang H, Kindig DA, Mullahy J. Variation in Chinese population health related quality of life: results from a EuroQol study in Beijing, China. Qual Life Res. 2005;14(1):119–32.PubMed
31.
go back to reference Rabin R, De Charro F. EQ-5D: a measure of health status from the EuroQol Group. Ann Med. 2001;33(5):337–43.PubMed Rabin R, De Charro F. EQ-5D: a measure of health status from the EuroQol Group. Ann Med. 2001;33(5):337–43.PubMed
32.
go back to reference Liu GG, Wu H, Li M, Gao C, Luo N. Chinese time trade-off values for EQ-5D health states. Value Health. 2014;17(5):597–604.PubMed Liu GG, Wu H, Li M, Gao C, Luo N. Chinese time trade-off values for EQ-5D health states. Value Health. 2014;17(5):597–604.PubMed
33.
go back to reference Sprangers MA, Schwartz CE. Integrating response shift into health-related quality of life research: a theoretical model. Soc Sci Med. 1999;48(11):1507–15.PubMed Sprangers MA, Schwartz CE. Integrating response shift into health-related quality of life research: a theoretical model. Soc Sci Med. 1999;48(11):1507–15.PubMed
34.
go back to reference Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(1):S19–26.PubMed Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(1):S19–26.PubMed
35.
go back to reference DeWalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes. J Gen Intern Med. 2004;19(12):1228–39.PubMedPubMedCentral DeWalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes. J Gen Intern Med. 2004;19(12):1228–39.PubMedPubMedCentral
36.
go back to reference Paasche-Orlow MK, Schillinger D, Greene SM, Wagner EH. How health care systems can begin to address the challenge of limited literacy. J Gen Intern Med. 2006;21(8):884–7.PubMedPubMedCentral Paasche-Orlow MK, Schillinger D, Greene SM, Wagner EH. How health care systems can begin to address the challenge of limited literacy. J Gen Intern Med. 2006;21(8):884–7.PubMedPubMedCentral
37.
go back to reference Moore K, Smith BJ, Reilly K. Community understanding of the preventability of major health conditions as a measure of health literacy. Aust J Rural Health. 2013;21(1):35–40.PubMed Moore K, Smith BJ, Reilly K. Community understanding of the preventability of major health conditions as a measure of health literacy. Aust J Rural Health. 2013;21(1):35–40.PubMed
38.
go back to reference Wang J, Thombs BD, Schmid MR. The Swiss Health Literacy Survey: development and psychometric properties of a multidimensional instrument to assess competencies for health. Health Expect. 2014;17(3):396–417.PubMed Wang J, Thombs BD, Schmid MR. The Swiss Health Literacy Survey: development and psychometric properties of a multidimensional instrument to assess competencies for health. Health Expect. 2014;17(3):396–417.PubMed
Metadata
Title
Health literacy as a moderator of health-related quality of life responses to chronic disease among Chinese rural women
Authors
Cuili Wang
Robert L Kane
Dongjuan Xu
Qingyue Meng
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Women's Health / Issue 1/2015
Electronic ISSN: 1472-6874
DOI
https://doi.org/10.1186/s12905-015-0190-5

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