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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Eye Examinations | Research

Effect of no eyeglasses sales on the quality of eye care: an experimental evidence from China

Authors: Nan Wang, Yangyuan Li, Shichong Wu, Yunjie Liu, Jingchun Nie, Junhao Wu, Zulihumaer Reheman, Jinbiao Ye, Jie Yang

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Eye examinations and eyeglasses acquisition are typically integrated into a cohesive procedure in China. We conducted a randomized controlled trial using incognito standardized patient (SP) approach to evaluate the impact of separating eyeglasses sales on the accuracy of final prescription.

Methods

52 SPs were trained to provide standardized responses during eye examinations, and undergoing refraction by a senior ophthalmologist at a national-level clinical center. SPs subsequently received eye examinations at 226 private optical shops and public hospitals in Shaanxi, northwestern China. The visits were randomly assigned to either control group, where SPs would typically purchase eyeglasses after refraction, or treatment group, where SPs made an advance declaration not to purchase eyeglasses prior to refraction. The dioptric difference between the final prescriptions provided by local refractionists and expert in the better-seeing eye was determined using the Vector Diopteric Distance method, and the completeness of exams was assessed against national standards. Multiple regressions were conducted to estimate the impact of no eyeglasses sales on the accuracy of the final prescription of local refractionists, as well as the completeness of examinations.

Results

Among 226 eye exams (73 in public hospitals, 153 in private optical shops), 133 (58.8%) were randomized to control group and 93 (41.2%) to no eyeglasses sales group. The inaccuracy rate of final prescriptions provided by local refractionists (≥ 1.0 D, experts’ final prescription as the reference) was 25.6% in control group, while 36.6% in no-sale group (P = 0.077). The likelihood of providing inaccurate final prescriptions was significantly higher in no-sale group compared to control group (OR = 1.607; 95% CI: 1.030 to 2.508; P = 0.037). This was particularly evident in private optical shops (OR = 2.433; 95% CI: 1.386 to 4.309; P = 0.002). In terms of process quality, the no-sale group performed significantly less subjective refraction (OR = 0.488; 95% CI: 0.253 to 0.940; P = 0.032) and less testing SP’s own eyeglasses (OR = 0.424; 95% CI: 0.201 to 0.897; P = 0.025). The duration of eye exams was 3.917 min shorter (95% CI: -6.798 to -1.036; P = 0.008) in no-sale group.

Conclusions

Separating eyeglasses sales from optical care could lead to worse quality of eye care. Policy makers should carefully consider the role of economic incentives in healthcare reform.
Literature
1.
go back to reference Yip WC, Hsiao WC, Chen W, Hu S, Ma J, Maynard A. Early appraisal of China’s huge and complex health-care reforms. Lancet. 2012;379:833–42.CrossRefPubMed Yip WC, Hsiao WC, Chen W, Hu S, Ma J, Maynard A. Early appraisal of China’s huge and complex health-care reforms. Lancet. 2012;379:833–42.CrossRefPubMed
2.
go back to reference Chen C, Dong W, Shen JJ, Cochran C, Wang Y, Hao M. Is the prescribing behavior of Chinese physicians driven by financial incentives? Soc Sci Med. 2014;120:40–8.CrossRefPubMed Chen C, Dong W, Shen JJ, Cochran C, Wang Y, Hao M. Is the prescribing behavior of Chinese physicians driven by financial incentives? Soc Sci Med. 2014;120:40–8.CrossRefPubMed
3.
go back to reference National Health Commission of China. 2019 China health statistical yearbook. Beijing: Peking Union Medical College Press; 2019. National Health Commission of China. 2019 China health statistical yearbook. Beijing: Peking Union Medical College Press; 2019.
4.
go back to reference Yip W, Fu H, Chen AT, et al. 10 years of health-care reform in China: progress and gaps in universal health coverage. Lancet. 2019;394:1192–204.CrossRefPubMed Yip W, Fu H, Chen AT, et al. 10 years of health-care reform in China: progress and gaps in universal health coverage. Lancet. 2019;394:1192–204.CrossRefPubMed
5.
go back to reference Gao L, Shi L, Meng Q, Kong X, Guo M, Lu F. Effect of healthcare system reforms on public hospitals’ revenue structures: evidence from Beijing, China. Soc Sci Med. 2021;283:114210.CrossRefPubMed Gao L, Shi L, Meng Q, Kong X, Guo M, Lu F. Effect of healthcare system reforms on public hospitals’ revenue structures: evidence from Beijing, China. Soc Sci Med. 2021;283:114210.CrossRefPubMed
7.
go back to reference Yi H, Miller G, Zhang L, Li S, Rozelle S. Intended and unintended consequences of China’s zero markup drug policy. Health Aff (Millwood). 2015;34:1391–8.CrossRefPubMed Yi H, Miller G, Zhang L, Li S, Rozelle S. Intended and unintended consequences of China’s zero markup drug policy. Health Aff (Millwood). 2015;34:1391–8.CrossRefPubMed
8.
go back to reference Pan L, Xiao K, Zhu H, Luo L. The impacts of public hospital comprehensive reform policies on hospital medicine cost, revenues and healthcare expenditures 2014–2019: an analysis of 103 tertiary public hospitals in China. Front Health Serv. 2023;3:1079370.CrossRefPubMedPubMedCentral Pan L, Xiao K, Zhu H, Luo L. The impacts of public hospital comprehensive reform policies on hospital medicine cost, revenues and healthcare expenditures 2014–2019: an analysis of 103 tertiary public hospitals in China. Front Health Serv. 2023;3:1079370.CrossRefPubMedPubMedCentral
9.
go back to reference Li L, Yu Q. Does the separating of hospital revenue from drug sales reduce the burden on patients? Evidence from China. Int J Equity Health. 2021;20:12.CrossRefPubMedPubMedCentral Li L, Yu Q. Does the separating of hospital revenue from drug sales reduce the burden on patients? Evidence from China. Int J Equity Health. 2021;20:12.CrossRefPubMedPubMedCentral
10.
go back to reference Remers TEP, Nieuweweme N, Van Dulmen SA, Rikkert MO, Jeurissen PPT. The impact of payment reforms on the quality and utilisation of healthcare for patients with multimorbidity: a systematic review. Int J Integr Care. 2022;22:10.CrossRefPubMedPubMedCentral Remers TEP, Nieuweweme N, Van Dulmen SA, Rikkert MO, Jeurissen PPT. The impact of payment reforms on the quality and utilisation of healthcare for patients with multimorbidity: a systematic review. Int J Integr Care. 2022;22:10.CrossRefPubMedPubMedCentral
11.
go back to reference Sylvia S, Shi Y, Xue H, et al. Survey using incognito standardized patients shows poor quality care in China’s rural clinics. Health Policy Planning. 2015;30:322–33.CrossRefPubMed Sylvia S, Shi Y, Xue H, et al. Survey using incognito standardized patients shows poor quality care in China’s rural clinics. Health Policy Planning. 2015;30:322–33.CrossRefPubMed
12.
go back to reference Nie J, Zhang L, Gao J, et al. Using incognito standardised patients to evaluate quality of eye care in China. Br J Ophthalmol. 2021;105:311–6.CrossRefPubMed Nie J, Zhang L, Gao J, et al. Using incognito standardised patients to evaluate quality of eye care in China. Br J Ophthalmol. 2021;105:311–6.CrossRefPubMed
13.
14.
go back to reference Kai J, Li D, Hu H, Zhang X, Pan C. Impact of area-level socioeconomic and environmental measures on reduced visual acuity among children and adolescents. Invest Ophthalmol Vis Sci. 2023;64:23.CrossRefPubMedPubMedCentral Kai J, Li D, Hu H, Zhang X, Pan C. Impact of area-level socioeconomic and environmental measures on reduced visual acuity among children and adolescents. Invest Ophthalmol Vis Sci. 2023;64:23.CrossRefPubMedPubMedCentral
15.
go back to reference Cheng H, Zhang Y, Sun J, Liu Y. Impact of zero-mark-up medicines policy on hospital revenue structure: a panel data analysis of 136 public tertiary hospitals in China, 2012–2020. BMJ Glob Health. 2021;6(11):e007089.CrossRefPubMedPubMedCentral Cheng H, Zhang Y, Sun J, Liu Y. Impact of zero-mark-up medicines policy on hospital revenue structure: a panel data analysis of 136 public tertiary hospitals in China, 2012–2020. BMJ Glob Health. 2021;6(11):e007089.CrossRefPubMedPubMedCentral
16.
go back to reference Jiang X, He P, Zhu D, Shi X, Meng Q. Different impacts of the zero-markup drug policy on county general and traditional Chinese medicine hospitals: evidence from Shandong province, China. Int J Equity Health. 2020;19(1):1–10.CrossRef Jiang X, He P, Zhu D, Shi X, Meng Q. Different impacts of the zero-markup drug policy on county general and traditional Chinese medicine hospitals: evidence from Shandong province, China. Int J Equity Health. 2020;19(1):1–10.CrossRef
17.
go back to reference Shi J, Liang L, Hou M. The impacts of China’s drug price zero-markup policy on medical expenditures and health outcomes. China Econ Rev. 2023;79:101949.CrossRef Shi J, Liang L, Hou M. The impacts of China’s drug price zero-markup policy on medical expenditures and health outcomes. China Econ Rev. 2023;79:101949.CrossRef
18.
go back to reference Glassman PA, Luck J, O’Gara EM, Peabody JW. Using standardized patients to measure quality: evidence from the literature and a prospective study. Jt Comm J Qual Improv. 2000;26(11):644–53.PubMed Glassman PA, Luck J, O’Gara EM, Peabody JW. Using standardized patients to measure quality: evidence from the literature and a prospective study. Jt Comm J Qual Improv. 2000;26(11):644–53.PubMed
19.
go back to reference Thibos LN, Wheeler W, Horner D. Power vectors: an application of Fourier analysis to the description and statistical analysis of refractive error. Optom Vis Sci. 1997;74(6):367–75.CrossRefPubMed Thibos LN, Wheeler W, Horner D. Power vectors: an application of Fourier analysis to the description and statistical analysis of refractive error. Optom Vis Sci. 1997;74(6):367–75.CrossRefPubMed
20.
go back to reference Harvey EM, Miller JM, Dobson V, Tyszko R, Davis AL. Measurement of refractive error in Native American preschoolers: validity and reproducibility of autorefraction. Optom Vis Sci. 2000;77(3):140–9.CrossRefPubMed Harvey EM, Miller JM, Dobson V, Tyszko R, Davis AL. Measurement of refractive error in Native American preschoolers: validity and reproducibility of autorefraction. Optom Vis Sci. 2000;77(3):140–9.CrossRefPubMed
21.
go back to reference Seyedin H, Afshari M, Isfahani P, Hasanzadeh E, Radinmanesh M, Bahador RC. The main factors of supplier-induced demand in health care: a qualitative study. J Educ Health Promot. 2021;10:49.CrossRefPubMedPubMedCentral Seyedin H, Afshari M, Isfahani P, Hasanzadeh E, Radinmanesh M, Bahador RC. The main factors of supplier-induced demand in health care: a qualitative study. J Educ Health Promot. 2021;10:49.CrossRefPubMedPubMedCentral
22.
go back to reference Stano M. A clarification of theories and evidence on supplier-induced demand for physicians’ services. J Hum Resour. 1987;22:611–20.CrossRef Stano M. A clarification of theories and evidence on supplier-induced demand for physicians’ services. J Hum Resour. 1987;22:611–20.CrossRef
23.
go back to reference Du S, Zheng D. Altruistic economic analysis of medical staff behavior in doctor-patient relationships. Med Soc. 2009;06:40–2. Du S, Zheng D. Altruistic economic analysis of medical staff behavior in doctor-patient relationships. Med Soc. 2009;06:40–2.
24.
go back to reference Abduljawad A, Al-Assaf AF. Incentives for better performance in health care. Sultan Qaboos Univ Med J. 2022;11(2):201. Abduljawad A, Al-Assaf AF. Incentives for better performance in health care. Sultan Qaboos Univ Med J. 2022;11(2):201.
25.
go back to reference Diaconu K, Falconer J, Verbel A, Fretheim A, Witter S. Paying for performance to improve the delivery of health interventions in low-and middle-income countries. Cochrane Database Syst Rev. 2021;5:CD007899.PubMed Diaconu K, Falconer J, Verbel A, Fretheim A, Witter S. Paying for performance to improve the delivery of health interventions in low-and middle-income countries. Cochrane Database Syst Rev. 2021;5:CD007899.PubMed
27.
go back to reference Zheng D. Analysis of the boundary of interests and moral responsibilities of medical personnel in medical activities. Med Philos. 2008;07:32–3. Zheng D. Analysis of the boundary of interests and moral responsibilities of medical personnel in medical activities. Med Philos. 2008;07:32–3.
28.
go back to reference National Bureau of Statistics of China. China statistical yearbook 2019. Beijing: China Statistics Press; 2020. National Bureau of Statistics of China. China statistical yearbook 2019. Beijing: China Statistics Press; 2020.
29.
go back to reference Shaanxi Statistical Bureau. Shaanxi statistical yearbook 2019. Beijing: China Statistics Press; 2020. Shaanxi Statistical Bureau. Shaanxi statistical yearbook 2019. Beijing: China Statistics Press; 2020.
30.
go back to reference Zhou Z, Zeng J, Ma X, et al. Accuracy of rural refractionists in Western China accuracy of rural refractionists in Western China. Invest Ophthalmol Vis Sci. 2014;55(1):154–61.CrossRefPubMed Zhou Z, Zeng J, Ma X, et al. Accuracy of rural refractionists in Western China accuracy of rural refractionists in Western China. Invest Ophthalmol Vis Sci. 2014;55(1):154–61.CrossRefPubMed
31.
go back to reference Liang H, Li J, Zhang N, Wu F, Chen X, Luo H, Xu D. Improving eye care quality through brief verbal intervention on optometry service provider by using unannounced standardized patient with refractive error: study protocol for a randomized controlled trial. BMC Ophthalmol. 2023;23(1):275.CrossRefPubMedPubMedCentral Liang H, Li J, Zhang N, Wu F, Chen X, Luo H, Xu D. Improving eye care quality through brief verbal intervention on optometry service provider by using unannounced standardized patient with refractive error: study protocol for a randomized controlled trial. BMC Ophthalmol. 2023;23(1):275.CrossRefPubMedPubMedCentral
32.
go back to reference Lee L, Javaid MI, Riaz F, Awan F, Varga B, Ho SM, Burnett A. Quality of refractive error care in Pakistan: an unannounced standardised patient study. BMJ Open Ophthalmol. 2023;8(1):e001354.CrossRefPubMedPubMedCentral Lee L, Javaid MI, Riaz F, Awan F, Varga B, Ho SM, Burnett A. Quality of refractive error care in Pakistan: an unannounced standardised patient study. BMJ Open Ophthalmol. 2023;8(1):e001354.CrossRefPubMedPubMedCentral
33.
go back to reference Feder RS, Olsen TW, Prum BE, et al. Comprehensive adult medical eye evaluation preferred practice pattern® guidelines. Ophthalmology. 2016;123:209–36.CrossRef Feder RS, Olsen TW, Prum BE, et al. Comprehensive adult medical eye evaluation preferred practice pattern® guidelines. Ophthalmology. 2016;123:209–36.CrossRef
34.
go back to reference Basu S, Andrews J, Kishore S, Panjabi R, Stuckler D, Jenkins R. Comparative performance of private and public healthcare systems in low- and middle-income countries: a systematic review. Plos Med. 2012;9:e1001244.CrossRefPubMedPubMedCentral Basu S, Andrews J, Kishore S, Panjabi R, Stuckler D, Jenkins R. Comparative performance of private and public healthcare systems in low- and middle-income countries: a systematic review. Plos Med. 2012;9:e1001244.CrossRefPubMedPubMedCentral
35.
go back to reference Liu M, Jia M, Lin Q, Zhu J, Wang D. Effects of chinese medical pricing reform on the structure of hospital revenue and healthcare expenditure in county hospital: an interrupted time series analysis. BMC Health Serv Res. 2021;21:385.CrossRefPubMedPubMedCentral Liu M, Jia M, Lin Q, Zhu J, Wang D. Effects of chinese medical pricing reform on the structure of hospital revenue and healthcare expenditure in county hospital: an interrupted time series analysis. BMC Health Serv Res. 2021;21:385.CrossRefPubMedPubMedCentral
36.
go back to reference Das J, Holla A, Das V, Mohanan M, Tabak D, Chan B. In urban and rural india, a standardized patient study showed low levels of provider training and huge quality gaps. Health Aff (Millwood). 2012;31:2774–84.CrossRefPubMed Das J, Holla A, Das V, Mohanan M, Tabak D, Chan B. In urban and rural india, a standardized patient study showed low levels of provider training and huge quality gaps. Health Aff (Millwood). 2012;31:2774–84.CrossRefPubMed
37.
go back to reference Duflo E, Glennerster R, Kremer M. Using randomization in development economics research: a toolkit. Handb Dev Econ. 2007;4:3895–962. Duflo E, Glennerster R, Kremer M. Using randomization in development economics research: a toolkit. Handb Dev Econ. 2007;4:3895–962.
Metadata
Title
Effect of no eyeglasses sales on the quality of eye care: an experimental evidence from China
Authors
Nan Wang
Yangyuan Li
Shichong Wu
Yunjie Liu
Jingchun Nie
Junhao Wu
Zulihumaer Reheman
Jinbiao Ye
Jie Yang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-17882-7

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