Family Doctor Contract Research Articles

Comparative Analysis of Influencing Factors of Health Service Utilization Among Urban and Rural Residents in Tibet

To examine the differences and commonalities of factors influencing the utilization of health services among urban and rural residents in Tibet and to identify vulnerable populations in the utilization of health services, thereby providing references for the formulation of local health policies and the allocation of health resources. Using the Tibetan area data from the Sixth National Health Service Survey, we conducted statistical analysis of the health service utilization status of 8 297 residents of agro-pastoral areas and 2 179 residents of urban areas with χ 2 test and logistic regression model. The two-week outpatient visit rates of residents in agro-pastoral areas and that of the urban residents were 65.3% and 57.1%, respectively, and the one-year hospitalization rates were 8.3% and 8.9%, respectively. The influencing factors of two-week outpatient visits for rural and pastoral residents included urban and rural health insurance coverage, Three Guarantees in One coverage, distance to medical facilities, chronic disease status, physical examination, family doctor contract status, employment status, and health status self-assessment. The influencing factors of two-week outpatient visit for urban residents included chronic disease status, urban and rural medical insurance coverage, health status self-assessment, health records, and physical examination. The factors influencing hospitalization for agro-pastoral residents were sex, age, marital status, urban and rural medical insurance coverage, Three Guarantees in One coverage, critical illness insurance, health self-assessment, mobility, health records, physical examination, and chronic disease status. The factors influencing the hospitalization of urban residents were sex, marital status, health status self-assessment, health records, urban employee medical insurance coverage, and chronic disease status. The factors influencing the hospitalization of urban residents were sex, marital status, health status self-assessment, health records, urban employee medical insurance coverage, and chronic disease status. The urban and rural residents in Tibet have relatively poor health and their awareness of seeking early medical help after they fall ill is relatively weak. The health institutions concerned should dedicate more attention to the vulnerable populations who have difficulty accessing health services, focus on the commonly shared influencing factors of health service utilization among urban and rural residents, take into account the differences, rationally allocate health resources, and improve the effective utilization rate of health services among residents in Tibet.

Equality of public health service and family doctor contract service utilisation among migrants in China

China initiated the equalisation of an essential public health service programme in 2009 with the goal of developing a more equitable and effective public health system for all people. This study employs data from the China Migrants Dynamic Survey to examine regional-level and household-level income-related inequalities in public health service utilisation and its determinants. Wagstaff concentration indices indicate that essential public health services and family doctor contract services are concentrated among less developed prefectures and poorer households. Decomposition analysis based on recentered influence function regression shows that education contributes to pro-poor inequality in health records and health education utilisation. China's policies of essential public health services and family doctor contract services reduce income-related inequalities in health service utilisation, which has important implications for developing countries striving to achieve universal health service coverage and equal health outcomes.

Multi-period scheduling problem of combination of home health care and outpatient services: based on Chinese family doctor contract services

Inspired by the service mode of family doctor contract service in China, this paper presents a multi-period problem of the combination of home health care and outpatient service over a planning horizon of multiple days. In the planning horizon, patients receive services with fixed frequencies and have different preferences for different dates. Taking the patients’ service date regulations and doctors’ working regulations into account, we propose a mixed-integer nonlinear and convex programming model, which aims to minimize the total operating costs and maximize the patients’ preference satisfaction. A hybrid tabu search algorithm with an embedded shake procedure is designed to solve the problem. Numerical experiment results imply that the hybrid tabu search algorithm performs well when compared with the exact method on small instances, and it can also provide higher quality solutions when compared with variable neighborhood search method. We also analyze problem properties and parameter sensitivities through some small instances.

Barriers and facilitators of family doctor contract services in caring for disabled older adults in Beijing, China: a mixed methods study

ObjectiveTo evaluate the current state of family doctor contract services (FDCS) in Beijing, identify the roles of family doctors who have worked with disabled older adults and investigate the barriers...

Study on the application effect of the family doctor contract service mode of ‘basic package+personalised package’ in elderly hypertension management in Chengdu, China: a retrospective observational study

ObjectivesWe conducted this study to assess the application effect of the family doctor contract service mode of ‘basic package+personalised package’ in the management of hypertension patients.DesignObservational study.SettingThe study was conducted...

Effect Evaluation and Development Countermeasures of Family Doctor Contract Service from the Perspective of Demand Side

Objective: To study the implementation effect of family doctor contract service in Zhenjiang City with community residents as the main body, analyze the problems existing in the contract service of family doctor in Zhenjiang City, and then explore the optimization strategy of family doctor contract service. Method: Through studying relevant literature and Zhenjiang government documents and reports, we learned about the signing measures of the signing system of family doctors in Zhenjiang in recent years. With the guidance of experts, we designed the questionnaire of the current situation of signing family doctors of residents in Zhenjiang. By random sampling method, we randomly selected three communities in Zhenjiang, randomly selected several households in each community, distributed 120 questionnaires, and recovered 112 questionnaires. There were 8 invalid questionnaires, and the effective rate was 93.33%. Results: At present, the construction of the talented team of family doctors in Zhenjiang City is insufficient. Residents' concept of medical treatment is solidified; Not enough in-depth publicity. Conclusion: Increase the number of talents, improve the quality of service, and enhance the confidence and compliance of residents to community health service; Gradually change the residents concept of medical treatment, promote hierarchical diagnosis and treatment; Carry out in-depth publicity, improve the breadth and depth of the general population's cognition, and improve the utilization rate of residents.

Associations between the signing status of family doctor contract services and cervical cancer screening behaviors: a cross-sectional study in Shenzhen, China

BackgroundAs a core part of the primary healthcare system, family doctor contract services (FDCS) may help healthcare providers promote cervical cancer screening to the female population. However, evidence from population-based studies remains scant. This study aimed to investigate the potential associations between the signing status of FDCS and cervical cancer screening practices in Shenzhen, China.MethodsA cross-sectional survey among female residents was conducted between July to December 2020 in Shenzhen, China. A multistage sampling method was applied to recruit women seeking health services in community health service centers. Binary logistic regression models were established to assess the associations between the signing status of FDCS and cervical cancer screening behaviors.ResultsOverall, 4389 women were recruited (mean age: 34.28, standard deviation: 7.61). More than half (54.3%) of the participants had signed up with family doctors. Women who had signed up for FDCS performed better in HPV-related knowledge (high-level rate: 49.0% vs. 35.6%, P<0.001), past screening participation (48.4% vs. 38.8%, P<0.001), and future screening willingness (95.9% vs. 90.8%, P<0.001) than non-signing women. Signing up with family doctors was marginally associated with past screening participation (OR: 1.13, 95%CI: 0.99–1.28), which tended to be robust among women with health insurance, being older than 25 years old at sexual debut, using condom consistently during sexual intercourse, and with a low level of HPV related knowledge. Similarly, signing up with family doctors was positively associated with future screening willingness (OR: 1.68, 95%CI: 1.29–2.20), which was more pronounced among women who got married and had health insurance.ConclusionsThis study suggests that signing up with family doctors has positive associations with cervical cancer screening behaviors among Chinese women. Expanding public awareness of cervical cancer prevention and FDCS may be a feasible way to achieve the goal of cervical cancer screening coverage.

The Relationship between Family Doctor Contract Services Policy and Perceived Participation in Primary Health Care among Chronic Disease Patients in China: The Mediating Role of the Patient Trust

Participation by patients with chronic diseases under primary health care requires more attention to achieve effective disease management and better health outcomes. In 2016, China proposed accelerating the establishment of a system of family doctors (FDs) and strengthening doctor-patient communication to better meet residents’ health service needs. This study aimed to describe perceived participation in primary health care among patients with chronic diseases in northeastern China and explore the impact of FD contract services and patient’s trust on patients’ perceived participation. A cross-sectional survey of 847 patients with chronic diseases in 16 primary healthcare institutions was conducted in Jilin Province, China. Among all participants, 453 patients reported signing up for FD contract services (62.93%). The perceived participation of patients with chronic diseases was at a low level (mean = 6.71 and SD = 3.35). After controlling for sociodemographic variables and health-related variables, FD contract services directly and indirectly influenced patients’ perceived participation. The patient’s trust was a mediator in the relationship between FD contract services and perceived participation. This study confirmed the valuation of family doctor contract services and provided a theoretical basis for the formulation of primary health service policies. Health organizations should continue to enhance the capacity of primary health services and attract more chronic disease patients to contract with FD teams, thereby enhancing doctor-patient trust and increasing patient’s participation in primary health care.

Factors influencing utilization of communicable disease prevention and treatment education among the floating population: a cross-sectional study in China

BackgroundIn China, communicable diseases (CD) have a negative impact on public health and economic stability. The influx of migrants, who make up a substantial portion of China’s population and continue to rapidly expand, has seriously hampered CD prevention and control, needing special care. This study aimed to identify key factors influencing the utilization of CD prevention and treatment education (CDPTE) among the floating population. We are confident that the findings will highlight obstacles facing CDPTE among the migrants, and guide future development prevention, treatment of CD, and health education services.MethodsA sample of migrants aged 15 years and above in 32 provincial units nationwide in 2018 was recruited by stratified multi-stage proportional to population size sampling (PPS). A structured questionnaire survey was conducted via face-to-face interviews. Subsequently, the Anderson health service utilization model was used as the theoretical framework and SPSS 26.0 statistical software was applied to analyze the data. The statistical description of the current situation of CDPTE acceptance and the chi-square test were used to compare the differences in CDPTE acceptance by different characteristics. Multivariate logistic regression was used to analyze key factors affecting the use of CDPTE among migrants.ResultsA total of 40.1% of the recruited participants reported receiving education on CD prevention and treatment, primarily delivered through traditional transmission media. Multilevel logistic regression results revealed that male migrants, aged 30–49 years, unmarried, with higher educational attainment, an average monthly household income of CNY 7,500-9,999 (or US$1,176-1,568), working more than 40 h per week, flowing into the Central and Western regions, migrated in the province, self-rated health, contracted family doctors and those with health records were more likely to receive CDPTE (p < 0.05).ConclusionOur findings revealed unsatisfactory acceptance of education on CD prevention and treatment among migrants, implying that health education should be strengthened further. Publicity of relevant policies and works should be strengthened and specific interventions should be developed for key regions as well as vulnerable groups to enhance CDPTE. More financial support should also be provided to improve the quality of health education.

What factors affect Beijing residents' contracts with family doctors? A comparative study of Beijing's urban and suburban areas.

To improve the health of residents and promote hierarchical diagnosis and treatment to achieve an orderly pattern of medical treatment, Beijing implemented family doctor contract services (FDCSs) in 2011. The aims of this study were to analyze the current status of Beijing residents' contracts with family doctors (FDs), compare the differences in contracting between urban and suburban residents, and explore the factors that affect residents' contract behavior. From August 2020 to October 2020, a stratified sampling method was adopted to select residents from community health centers (CHCs) in districts D (urban area) and S (suburb) of Beijing to conduct a questionnaire survey. Chi-square tests, rank sum tests and logistic regression analyzes were used to analyze the current status and influencing factors of residents' contracting with FDs. A total of 4,113 valid questionnaires were included in the final analysis. District D was rich in medical resources, and the FD contract rate of residents there (93.09%) was significantly higher than that of residents in district S (78.06%; p < 0.05). Residents' district (OR = 1.55, 95% CI = 1.18-2.05), understanding of FDCS policies (OR = 4.13, 95% CI = 3.63-4.69), preferred medical institutions (OR = 0.58, 95% CI = 0.42-0.79 for tertiary hospitals in the district; OR = 0.36, 95% CI = 0.22-0.59 for urban medical institutions in Beijing), age, education level, average annual medical expenses and medical insurance type were factors that influenced residents' contracts with FDs (p < 0.05). This study shows that residents who are located in districts with rich medical resources, prefer CHCs as their first choice, have a better understanding of FDCS policies, and are more inclined to contract with FDs than other residents. It is recommended that the number and quality of FDs in suburban areas be increased and that medical staff strengthen publicity about FDCSs and actively encourage residents to contract with FDs.

Study on the Effect of Family Doctor Contract Model on Elderly Patients with Hypertension in Community

Study on the Effect of Family Doctor Contract Model on Elderly Patients with Hypertension in Community

Family-based improvement for health literacy among the Yi nationality (FAMILY) in Liangshan: protocol of an open cohort stepped wedge cluster randomized controlled trial

BackgroundImprovement of health literacy constitutes a cornerstone to improving public health. However, the overall health literacy of Liangshan Yi Autonomous Prefecture (Liangshan Prefecture) in the southwest Sichuan Province of China has kept extremely low for a long time. How to improve health literacy of the Yi nationality residents is key to be urgently solved. Notably, Family Branch System is a distinctive patrilineal bloodline organization of Yi nationality, which plays an important role in the daily life of Yi nationality. Meanwhile, Contracted Family Doctor Services is conducted in Liangshan Prefecture. Therefore, this study proposes an intervention model of health education based on Family Branch System and Contracted Family Doctor Services, which is a Family-based Improvement for Health Literacy among the Yi nationality (FAMILY) in Liangshan, when improving traditional Innovative Care for Chronic Conditions Framework (ICCC) framework.MethodsAn open cohort stepped wedge cluster randomized trial design is used to implement health literacy education interventions including project preparation, core group building, promotion within family branch and competition between family branches while using Contracted Family Doctor Services as control measure. The study will be conducted among Yi nationality residents in Meigu County and Yanyuan County, with health literacy level of residents as the primary outcome. Finally, mixed-effects model and causal inference method will be used to evaluate intervention effect.DiscussionThis study highlights family, using the unique Family Branch System and Contracted Family Doctor Services in Liangshan Prefecture to design intervention among improved ICCC framework, and combines the mixed-effects model with complier average causal effects (CACE) to estimate the intervention effect under non-compliance for the first time. Besides, other key technologies to be adopted include construction of electronic questionnaire quality control system, with quality control based on artificial intelligence. This trial contributes to exploring an effective way to improve health literacy of Yi nationality residents in Liangshan Prefecture, which will provide reference for other areas, especially poor areas, to improve residents’ health literacy.Trial registrationISRCTN11299863 on June 1, 2022; https://www.isrctn.com/.

The Impact of a Family Doctor Contract Service on Outcomes for Type 2 Diabetes Patients in Zhejiang Province

This study evaluated the effect of family doctor contract service on the health management in Chinese type 2 diabetes mellitus (T2DM) patients over a 24-month period. According to whether patients signing contracts with family doctors or not, the contracting status was divided into contracted and noncontracted. The analysis of covariance was used to examine changes in weight, body mass index, waist circumference, systolic blood pressure, fasting plasma glucose, and lipid parameters between the two groups. The hazard ratios for incident diabetes-related complications were calculated using a Cox proportional hazard model. Of the 2310 patients, 1155 were contracted. The contracted patients displayed the improved fasting blood glucose control and lower low-density lipoprotein cholesterol level than the noncontracted group. Patients signed up with family doctors had a lower risk of diabetes-related complications than those who did not. The data suggested that family doctor contract service might help to achieve better T2DM control.

Preference to Family Doctor Contracted Service of Patients with Chronic Disease in Urban China: A Discrete Choice Experiment.

ObjectiveShanghai is one of the pioneers proposing family doctor contract service (FDCS). However, there is no quantitative research focusing on the Shanghai experience from a demand-side perspective. This study investigated Shanghai chronic patients’ relative preferences for FDCS using a discrete choice experiment method.MethodsA face-to-face discrete choice experiment (DCE) was performed to elicit the preference with 300 samples. Attributes and levels were extracted from the literature review and focus group consultation with patients. Seven attributes, follow-up frequency, medicine accessibility, family doctor competency, health management, referral convenience, appointment flexibility, and shared decision-making, were decided. Three levels were attached to each attribute. A mixed logit model was used to evaluate the multiple-choice data.ResultsA total of 248 patients completed the survey. Patient valued FDCS medicine accessibility (β=0.57, P < 0.05), and high family doctor competency (β= 0.43, P < 0.05), regular health management activities (β=0.36, P < 0.05), high follow-up frequency (β=0.31, P < 0.05) the most. The good doctor-patient shared decision-making atmosphere (β=0.12, P < 0.05), high referral convenience (β=0.06, P < 0.05) and high appointment flexibility (β=0.04, P < 0.05) are valued as less important. No significant preference heterogeneity was identified for patients with different sociodemographic characteristics. Respondents reported other FDCS needs, including online health consultation, specialist services in local institutes, higher reimbursement rates, free rehabilitation guidance for the disabled and personal health management.ConclusionThis research is the first discrete choice experiment FDCS preference research targeting on Chinese urban population. The results suggested that to increase the quality of FDCS, policy-makers should prioritize follow-up frequency, medicine accessibility, family doctor competency and health management. The service package should consider a higher reimbursement rate and rehabilitation guidance for the disabled if extra health-care resources available. Future FDCS policy should consider stated societal preference and be congruent with it.

Association between dependency on community resources and social support among elderly people living in rural areas in China: a cross-sectional study

BackgroundThe prevalence of dependency personality disorder (DPD) is high among elderly people living in rural areas. This study aims to explore the association between dependency on community resources and social support among elderly individuals living in rural areas.MethodsA cross-sectional study was conducted in 26 locations in China. A total of 1160 participants aged ≥ 60 years were selected using a complex multistage sampling design. All data were obtained using questionnaires via face-to-face interviews. DPD was measured using the Minnesota Multiphasic Personality Inventory-II in the standardized Chinese version. Self-efficacy was assessed using the Chinese version of the General Self-Efficacy Scale. Social support was measured using the Chinese version of the questionnaires of the Older American Resources and Services scale. Community services and resources comprised 44 items. The association between DPD and levels of social support and self-efficacy was evaluated using a logistic regression model. The association between social support and self-efficacy was assessed using analysis of covariance.ResultsUnivariate analysis results showed that elderly people living in rural areas had higher DPD scores and lower levels of self-efficacy compared with those living in urban areas (P < 0.001). Logistic regression analysis showed that DPD was positively associated with the received frequencies of community health service, contracted family doctor services, and regular lectures on health knowledge among the elderly people with odd ratios of 1.58 (P < 0.001), 2.03 (P = 0.013), and 2.67 (P = 0.005), respectively. Logistic regression analysis showed significant interaction between social support and self-efficacy effect on DPD was found in the additive model (P < 0.001).ConclusionDPD was associated mainly with the community resources among elderly people living in rural areas. Social support and self-efficacy were commonly associated with DPD through a synergistic effect. These results suggest that DPD among elderly people may be reduced through effective social support to directly and indirectly promote the elderly’s use of community resources and improve their self-efficacy.

Incentives Promoting Contracted Family Doctor Service Policy to Improve Continuity and Coordination in Diabetes Patient Management Care in China.

BackgroundAs the first step toward building a gatekeeping system in China, the governments have introduced a contracted family doctor service (CFDS) policy in primary healthcare (PHC) facilities. This study was to examine the association between apply of incentive to improve the implementation of CFDS and the performance on diabetes management care.MethodsWe conducted a cross-sectional study in 72 PHC facilities in 6 cities that piloted the CFDS. Multivariate regression models were applied, based on a sample of 827 PHC providers and 420 diabetic patients.ResultsPHC providers who reported the performance being linked with increased income were 168.1 and 78.0% more likely to have good continuity and coordination of diabetes patient management care, respectively. Additional one-point percentage of PHC providers whose performance on CFDS was assessed was associated with 7.192 times higher probability of patients with control of blood glucose.DiscussionInclusion of incentives rewarding better performance on CFDS were associated with better delivery process and outcome performance on diabetes management care.ConclusionDesign and implementation of the incentive should be accompanied with the policy of CFDS, in order to increase the proportion of performance-related income of PHC providers, thereby improving the quality of diabetes management care.

The impact of family doctor system on patients' utilisation of general practitioner in primary care facilities-Evidence from Hangzhou, China.

This study aims to examine whether participating in the contracted family doctor system increases patients' utilisation of primary care general practitioner for multiple disease outcomes in China. Binary logistic regression models were estimated using data collected from 372 community residents in nine selected districts of Hangzhou, China. Findings revealed that (1) for patients with influenza, diabetes, upper respiratory infection, and gingivitis, those who participated in the contracted family doctor system were approximately 4.3 times, 98.4%, 92.5%, and 52.8% more likely to choose primary care general practitioners (GP) for their initial diagnosis, respectively, as compared with their counterparts who did not have contracted family doctors; (2) For patients with stroke or cerebrovascular disease and cholecystitis or cholelithiasis, those who had contracted family doctors were 1.111 times and 80.6% more likely to choose primary care GP for their subsequent disease maintenance, respectively, as compared to their counterparts without contracted family doctors. Our findings indicate that the contracted family doctor system not only increases the utilisation of primary care GP for patients with many chronic conditions but also promotes the overall completion of China's hierarchical medical system in the long run. Policy implications were provided to help policymakers actively construct and develop the contracted family doctor system to promote the hierarchical medical system in China.

Construction of IPA decision model for diabetes prevention and control based on economy and importance

Objective: To determine the priority of diabetes prevention and control measures in the perspective of the economy and importance, and provide theoretical support for guiding relevant departments to implement measures based on actual economic level. Methods: An online survey was conducted on the importance, feasibility and implementation of major chronic disease prevention and control measures in 488 national demonstration areas for comprehensive chronic disease prevention and control. The content of the survey was divided into individual and group levels, with 10 dimensions and 44 measures, to obtain the scores of the economy and importance. IPA model was used to divide the dimension index of diabetes prevention and control into quadrants. The standardized factor load coefficient of the second-order confirmatory factor analysis was used to determine the priority of dimension index in the same quadrant. The priority of prevention and control measures in each dimension was determined by the discriminant parameter of project response theory. Results: The mean scores of economy and importance were 66.50 and 89.94, respectively, and the matrix was divided into four quadrants. The first quadrant was the "highest priority" with high importance and economy, including medical insurance and family doctors, health education, high-risk detection and intervention, patient management and community action. The second quadrant was characterized as high importance but low economy, which was the priority for improvement, including only one dimension of complication screening. The third quadrant was the lowest priority due to low importance and economy, including personal health service evaluation and follow-up, environmental support, diabetes co-infection prevention and glycemic policy. The last quadrant had low importance but high economy, which was the second improvement level. The priority measures in different quadrants were: (1) the highest priority: blood lipid control, occupational site, prevention and control work plan, blood glucose testing, family doctor contract service; (2) the priority improvement: annual neuropathy screening; (3)the lowest priority: universal access to risk scoring, healthy eating, healthy dining innovations and tuberculosis screening. Conclusion: IPA model can be used to construct a decision-making model for diabetes prevention and control and determine the priority of corresponding measures.

Patients' trust and associated factors among primary care institutions in China: a cross-sectional study.

BackgroundEmpirical evidence on patients’ trust and the factors among primary care institutions (PCIs) in China is limited. This study aimed to investigate patients’ trust and explore some associated factors among PCIs in the central region of China.MethodsThe data was collected through a multistage stratified sampling method with a structured self-administered questionnaire, which was distributed from January to March 2021 among 2,287 Chinese patients ever involved in seeking healthcare among PCIs. Patients’ trust was measured with the Chinese version of the Wake Forest Physician Trust Scale (C-WFPTS). Differences in C-WFPTS scores among groups were estimated by t-tests or ANOVA analyses. Multiple linear regression analysis was used to analyze influencing factors for patients’ trust in primary care physicians.ResultsBased on the C-WFPTS with a full score of 50, the average score of patients’ trust was 34.19 (SD = 5.83). Multiple linear analyses indicated that the patients who were older aged, married, with education of higher level, living in urban regions, under better health status and with a family doctor contract reported a higher level of patients’ trust.ConclusionPatients’ trust in primary care physicians was at a medium but slightly improved level in the central region of China. Age, marital status, education, residential area, health status, and a family doctor contract were significant predictors of patients’ trust.

Effects of Family Doctor Contract Services on the Health-Related Quality of Life Among Individuals With Diabetes in China: Evidence From the CHARLS

BackgroundFamily doctor contract services (FDCS) has played a key role in diabetes management in China since 2016. The influence of FDCS on the physiological indexes of individuals with diabetes has been examined. However, little attention has been paid to its effect on the Health-Related Quality of Life (HRQoL). This study aims to fill this knowledge gap by evaluating the effect of FDCS on the HRQoL of individuals with diabetes.MethodsWe identified 382 individuals with diabetes receiving all follow-up surveys in 2013, 2015, and 2018 from the China Health and Retirement Longitudinal Study (CHARLS). The HRQoL of the included individuals was estimated using results from the Short Form 36 (SF-36) questionnaire. The propensity score matching with the difference-in-differences (PSM-DID) approach was applied to quantify the effect of FDCS on the HRQoL among individuals with diabetes. A robust test was performed by setting the 2015 data as the treatment group for the placebo test.ResultsThe mean score of role-emotional (RE) increased from 54.25 to 61.63 among those who signed up to receive FDCS, while the corresponding score decreased from 57.77 to 51.04 among those who did not receive FDCS. Results from the regression analysis indicated that the use of FDCS was associated with significant improvement in RE (+14.10, p = 0.04) among individuals with diabetes. We did not find a statistically meaningful association between the FDCS and any of the other HRQoL domains: physical functioning (PF), role-physical (RP), bodily pain (BP), general health (GH), vitality (VT), social functioning (SF), and mental health (MH), respectively. The robustness analysis of the model indicated that the results were robust.ConclusionThe FDCS for diabetes in China was associated with a significant improvement in RE. Due to a limited time since the launch of FDCS (i.e., 2016), the recipient's physical health did not show marked improvement. In the future, FDCS should pay more attention to the physiological health of individuals with diabetes. Moreover, psychological services also need to be maintained and not slackened. At the same time, it is strongly recommended to pay more attention to the HRQoL of individuals with diabetes and more comprehensive health.