Chronic care model in the diabetes pay-for-performance program in Taiwan: Benefits, challenges and future directions

Development and Validation of the Scale of Hypoglycemia Self-Care Behavior in Type 2 Diabetes

BACKGROUND

Inappropriate dietary, exercise, and medication self-care behaviors among persons with diabetes can easily trigger hypoglycemia. Clinically, it is necessary to quickly identify high-risk groups for hypoglycemic events to provide targeted hypoglycemia education. However, there is currently a lack of precise tools to assess self-care behaviors related to hypoglycemia.

OBJECTIVES

The aim of the study was to develop and validate a hypoglycemia self-care behavior scale for evaluating the behaviors of persons with diabetes in handling and preventing hypoglycemic events.

METHODS

A cross-sectional study with purposive sampling was conducted to recruit 300 persons with Type 2 diabetes who had experienced hypoglycemic events from a medical center and a primary care clinic in southern Taiwan. Data were collected using a structured questionnaire from December 2021 to September 2023.

RESULTS

The original Hypoglycemia Self-Care Behavior Scale, comprising 26 items, was reduced to 17 items, measuring six factors after exploratory factor analysis. Subsequently, the scale was further refined to 10 items covering four factors through structural equation modeling. Validity and reliability were assessed during this process, and the developed scale was subsequently verified for both. Factor loadings ranged from .50-.97, explaining 76% of the total variance. The four factors included "hypoglycemia recognition and carbohydrate supplementation," "prevention of hypoglycemia during exercise," "carbohydrate assessment," and "seeking medical assistance." The Hypoglycemia Self-Care Behavior Scale-developed and validated through structural equation modeling-demonstrates satisfactory model fit, convergent validity, and discriminant validity. Internal consistency was within the range of .73-.94, indicating strong reliability.

DISCUSSION

The Hypoglycemia Self-Care Behavior Scale not only functions as a tool for the rapid assessment of self-care behaviors during hypoglycemic events by clinical healthcare professionals but can also serve as reference for hypoglycemia-related health education.

Associations between participation in a diabetes pay-for-performance program and health outcomes and healthcare utilization among people with comorbid schizophrenia and type 2 diabetes in Taiwan

OBJECTIVE

Few population-based studies with large sample sizes have examined the long-term effects of integrated diabetes care in patients with schizophrenia. This study aimed to examine the association between participation in the nationwide diabetes Pay-for-Performance (DM-P4P) program and both health outcomes and healthcare utilization in individuals with schizophrenia comorbid with type 2 diabetes in Taiwan.

STUDY SETTING AND DESIGN

This was a longitudinal, real-world, nested case-control follow-up study from 2015 to 2021 in Taiwan.

DATA SOURCE AND ANALYTICAL SAMPLE

Multiple national population-based databases were used, including Taiwanese population-based longitudinal National Health Insurance (NHI) claims database, registry for NHI enrollment, catastrophic illness registry, board-certificated specialist registry, and registry for health care facilities. A total of 6172 schizophrenia patients with type 2 diabetes and matched controls were compared on a set of process outcome, health utilization, and direct medical cost measures between DM-P4P and non-P4P patients, with a follow-up period of at least three years. Generalized linear regression models were used to investigate the factors influencing participation in the DM-P4P program and to compare health outcomes.

PRINCIPLE FINDINGS

Schizophrenia patients with more severe diabetes complications and chronic comorbid conditions, or those who had previously participated in a schizophrenia P4P program, were more likely to participate in the program. Those who participated in the DM-P4P program were more likely to receive regular diabetes check-ups, and to have had more DM-related outpatient visits but fewer emergency room visits, hospitalizations, and related expenditures, as well as lower all-cause mortality, than non-DM-P4P patients.

CONCLUSIONS

The nationwide DM-P4P program positively affected health outcomes and healthcare utilization among people with schizophrenia comorbid with type 2 diabetes. Policymakers should consider establishing incentive mechanisms to encourage integrated care for schizophrenia patients with diabetes.

Pay-for-performance in Taiwan: A systematic review and meta-analysis of the empirical literature

OBJECTIVES

This study aimed to assess the impact of pay-for-performance (P4P) programmes on healthcare in Taiwan.

STUDY DESIGN

This was a systematic review and meta-analysis.

METHODS

A systematic literature search was performed using the PubMed, Medline, Embase, Cochrane review, Scopus, Web of Science and PsycINFO databases up to July 2023. Meta-analysis of the available outcomes was conducted using a random-effects model.

RESULTS

The search yielded 85 studies, of which 58 investigated the programme for diabetes mellitus (DM), eight looked at the programme for chronic kidney disease (CKD), and the remaining studies examined programmes for breast cancer, tuberculosis, schizophrenia and chronic obstructive pulmonary disease. The DM P4P programme was a cost-effective strategy associated with reduced hospitalisation and subsequent complications. The CKD P4P was associated with a lower risk of dialysis initiation. The P4P programme also improved outcomes in breast cancer, cure rates in tuberculosis, reduced admissions for schizophrenia and reduced acute exacerbation in chronic obstructive pulmonary disease. The meta-analysis revealed that the P4P programme for DM (odds ratio [OR] = 0.59; 95% confidence interval [CI] = 0.48-0.73) and CKD (OR = 0.73; 95% CI = 0.67-0.81) significantly reduced mortality risk. However, participation rate in the DM P4P programme was only 19% in 2014.

CONCLUSIONS

P4P programmes in Taiwan improve quality of care. However, participation was voluntary and the participation rate was very low, raising the concern of selective enrolment of participants (i.e. 'cherry-picking' behaviour) by physicians. Future programme reforms should focus on well-designed features with the aim of reducing healthcare disparities.

The Effect of Diabetes Management Shared Care Clinic on Glycated Hemoglobin A1c Compliance and Self-Management Abilities in Patients with Type 2 Diabetes Mellitus

Objective

We aim to evaluate the impact of diabetes management shared care clinic (DMSCC) on glycated hemoglobin A1c (HbA1c) compliance and self-management abilities in patients with type 2 diabetes mellitus (T2DM).

Methods

This study was a prospective cohort study of patients with T2DM participating in the DMSCC. At baseline and after management, the HbA1c levels were measured, the HbA1c compliance rate were calculated, and the Summary of Diabetes Self-Care Activities-6 (SDSCA-6), Diabetes Empowerment Scale-DAWN Short Form (DES-DSF), and Problem Areas in Diabetes Scale-Five-item Short Form (PAID-5) were completed. These pre- and post-management data were compared.

Results

A total of 124 eligible patients were enrolled. After the diabetes management of DMSCC, the average HbA1c decreased and the HbA1c compliance rate increased significantly (P < 0.01). SDSCA-6 showed significant improvement in physical activity, glycemic monitoring, smoking (P < 0.01), and taking medication (P < 0.05). DES-DSF suggested a greater willingness to try to effectively treat diabetes (P < 0.05). PAID-5 indicated significant improvement in diabetes-related emotional distress.

Conclusion

DMSCC can help patients with T2DM reduce HbA1c, increase HbA1c compliance, improve diabetes self-management behaviors, empowerment, and diabetes-related emotional distress and serve as an effective exploration and practice of diabetes self-management education and support.

Diabetes self-care behaviours among people diagnosed with serious mental illness: A cross-sectional correlational study

WHAT IS KNOWN ON THE SUBJECT?: People diagnosed with serious mental illness have a high risk of diabetes and are more likely to develop type 2 diabetes at ages below 60 years. Effective diabetes self-care behaviours among people diagnosed with serious mental illness can improve glycaemic control and reduce vascular complications. Few studies have investigated diabetes self-care behaviours and their associations with health literacy and self-efficacy in people diagnosed with serious mental illness. WHAT THE PAPER ADDS TO EXISTING KNOWLEDGE?: Diabetes self-care behaviours in people diagnosed with serious mental illness were suboptimal; the least frequently performed self-care activities were self-monitoring of blood glucose. Factors associated with diabetes self-care behaviours are gender, age, communicative and critical health literacy and self-efficacy. Self-efficacy is the strongest predictor of self-care behaviours among people diagnosed with comorbid serious mental illness and type 2 diabetes. WHAT ARE THE IMPLICATIONS OF PRACTICE?: Mental health nurses should assess diabetes-specific health literacy of people diagnosed with serious mental illness to ensure that they possess the knowledge and skills related to diabetes self-care. When treating young people and those with newly diagnosed type 2 diabetes, nurses should incorporate strategies to minimise their perceptions of diabetes-related distress and increase their confidence in managing comorbid diabetes. ABSTRACT: Introduction People diagnosed with serious mental illness (SMI) experience greater challenges in managing their type 2 diabetes mellitus (T2DM) than do those diagnosed with T2DM alone. Aim This study investigated diabetes self-care activities and the factors associated with these activities in people diagnosed with SMI in a hospital setting. Methods A cross-sectional correlational study was conducted among 126 people diagnosed with comorbid SMI and T2DM in Taipei, Taiwan, between October 2020 and April 2021. Data were collected using self-report questionnaires and a chart review. Three-step hierarchical multiple regression analysis was used to identify factors associated with diabetes self-care behaviours. Results Diabetes self-care behaviours in people diagnosed with SMI were suboptimal overall. Hierarchical multiple regression analyses revealed that age (β = 0.18, p = .037) and self-efficacy (β = 0.27, p = .004) significantly associated with diabetes self-care behaviours. Discussion Self-efficacy is the strongest predictor of self-care behaviours among people diagnosed with comorbid SMI and T2DM. Implications for Practice Mental health professionals should focus on enhancing confidence in managing comorbid diabetes in people diagnosed with comorbid SMI, especially young people and those with newly diagnosed T2DM.

Impact of a diabetes pay-for-performance program on nonincentivized mental disorders: a panel study based on claims database analysis

BACKGROUND

Diabetes is one of the most prevalent chronic diseases with subsequent complications. The positive effects of diabetes pay-for-performance (P4P) programs on treatment outcomes have been reported. The program provides financial incentives based on physiological care indicators, but common mental disorder complications such as depression are not covered.

METHODS

This study employed a natural experimental design to examine the spillover effects of diabetes P4P program on patients with nonincentivized depressive symptoms. The intervention group consisted of diabetes patients enrolled in the DM P4P program from 2010 to 2015. Unenrolled patients were selected by propensity score matching to form the comparison group. Difference-in-differences analyses were conducted to evaluate the effects of P4P programs. We employed generalized estimating equation (GEE) models, difference-in-differences analyses and difference-in-difference-in-differences analyses to evaluate the net effect of diabetes P4P programs. Changes in medical expenses (outpatient and total health care costs) over time were analysed for the treatment and comparison groups.

RESULTS

The results showed that enrolled patients had a higher incidence of depressive symptoms than unenrolled patients. The outpatient and total care expenses of diabetes patients with depressive symptoms were lower in the intervention group than in the comparison group. Diabetes patients with depressive symptoms enrolled in the DM P4P program had lower expenses for depression-related care than those not enrolled in the program.

CONCLUSIONS

The DM P4P program benefits diabetes patients by screening for depressive symptoms and lowering accompanying health care expenses. These positive spillover effects may be an important aspect of physical and mental health in patients with chronic disease enrolled in disease management programs while contributing to the control of health care expenses for chronic diseases.

Assessing Taiwan's pay-for-performance program for diabetes care: a cost-benefit net value approach

Pay-for-Performance (P4P) to better manage chronic conditions has yielded mixed results. A better understanding of the cost and benefit of P4P is needed to improve program assessment. To this end, we assessed the effect of a P4P program using a quasi-experimental intervention and control design. Two different intervention groups were used, one consisting of newly enrolled P4P patients, and another using P4P patients who have been enrolled since the beginning of the study. Patient-level data on clinical indicators, utilization and expenditures, linked with national death registry, were collected for diabetic patients at a large regional hospital in Taiwan between 2007 and 2013. Net value, defined as the value of life years gained minus the cost of care, is calculated and compared for the intervention group of P4P patients with propensity score-matched non-P4P samples. We found that Taiwan's implementation of the P4P program for diabetic care yielded positive net values, ranging from $40,084 USD to $348,717 USD, with higher net values in the continuous enrollment model. Our results suggest that the health benefits from P4P enrollment may require a sufficient time frame to manifest, so a net value approach incorporating future predicted mortality risks may be especially important for studying chronic disease management. Future research on the mechanisms by which the Taiwan P4P program helped improve outcomes could help translate our findings to other clinical contexts.

Effects of individual and neighborhood social risks on diabetes pay-for-performance program under a single-payer health system

BACKGROUND

Enrollment in and adherence to a diabetes pay-for-performance (P4P) program can lead to desirable processes and outcomes of diabetes care. However, knowledge is limited on the potential exclusion of patients with individual or neighborhood social risks or interruption of services in the disease-specific P4P program without mandatory participation under a single-payer health system.

OBJECTIVE

To investigate the impact of individual and neighborhood social risks on exclusion from and adherence to the diabetes P4P program of patients with type 2 diabetes (T2D) in Taiwan.

METHODS

This study used data from Taiwan's 2009-2017 population-based National Health Insurance Research Database, 2010 Population and Housing Census, and 2010 Income Tax Statistics. A retrospective cohort study was conducted, and study populations were identified from 2012 to 2014. The first cohort comprised 183,806 patients with newly diagnosed T2D, who had undergone follow up for 1 year; the second cohort consisted of 78,602 P4P patients who had undergone follow up for 2 years after P4P enrollment. Binary logistic regression models were used to examine the associations of social risks with exclusion from and adherence to the diabetes P4P program.

RESULTS

T2D patients with higher individual social risks were more likely to be excluded from the P4P program, but those with higher neighborhood-level social risks were slightly less likely to be excluded. T2D patients with the higher individual- or neighborhood-level social risks showed less likelihood of adhering to the program, and the person-level coefficient was stronger in magnitude than the neighborhood-level one.

CONCLUSIONS

Our results indicate the importance of individual social risk adjustment and special financial incentives in disease-specific P4P programs. Strategies for improving program adherence should consider individual and neighborhood social risks.

The Satisfaction With Care of Patients With Schizophrenia in Taiwan: A Cross-Sectional Survey of Patient-Centered Care Domains

BACKGROUND

Pharmacological interventions combined with nonpharmacological treatments such as patient-centered care (PCC)-related activities are widely used to enhance outcomes in patients with schizophrenia. However, few studies have examined and identified the PCC factors essential to achieving better outcomes in patients with schizophrenia.

PURPOSE

This study was designed to identify the Picker-Institute-identified PCC domains associated with satisfaction and to determine which of these domains are most important in the context of schizophrenia care.

METHODS

Data were collected using patient surveys in outpatient settings and record reviews at two hospitals in northern Taiwan between November and December 2016. PCC data were collected in five domains: (a) support of patient autonomy; (b) goal setting; (c) collaboration and integration of healthcare services; (d) information, education, and communication; and (e) emotional support. The outcome measure was patient satisfaction. The study controlled for demographic factors, including age, gender, education, occupation, marriage, and urbanization level in the respondent's area of residence. Clinical characteristics included the Clinical Global Impressions severity and improvement index scores, previous admission, previous emergency department visit, and readmission within 1 year. Methods were adopted to prevent common method variance bias. Multivariable linear regression with stepwise selection and the generalized estimating equation were used to analyze the data.

RESULTS

After controlling for confounding factors, the generalized estimating equation model found only three PCC factors significantly associated with patient satisfaction, which differed slightly from the results of the multivariable linear regression. These three factors are as follows, in order of importance: information, education, and communication (parameter = 0.65 [0.37, 0.92], p < .001); emotional support (parameter = 0.52 [0.22, 0.81], p < .001); and goal setting (parameter = 0.31 [0.10, 0.51], p = .004).

CONCLUSIONS

The three critical PCC-related factors were evaluated in terms of enhancing patient satisfaction in patients with schizophrenia. Practicable strategies related to these three factors should also be developed for implementation in clinical settings.

Do financial aspects affect care transitions in long-term care systems? A systematic review

Background

Suboptimal care transitions of older adults may ultimately lead to worse quality of care and increased costs for the health and social care systems. Currently, policies and financing often focus on care in specific settings only, and neglect quality of care during transitions between these settings. Therefore, appropriate financing mechanisms and improved care coordination are necessary for effective care transitions. This study aims to review all available evidence on financial aspects that may have an impact on care transitions in LTC among older adults.

Methods

This systematic review was performed as part of the European TRANS-SENIOR project. The databases Medline, EMBASE (Excerpta Medica Database) and CINAHL (Cumulated Index to Nursing and Allied Health Literature) were searched. Studies were included if they reported on organizational and financial aspects that affect care transitions in long-term care systems.

Results

All publications included in this review (19 studies) focused specifically on financial incentives. We identified three types of financial incentives that may play a significant role in care transition, namely: reimbursement mechanism, reward, and penalty. The majority of the studies discussed the role of rewards, specifically pay for performance programs and their impact on care coordination. Furthermore, we found that the highest interest in financial incentives was in primary care settings.

Conclusions

Overall, our results suggest that financial incentives are potentially powerful tools to improve care transition among older adults in long-term care systems and should be taken into consideration by policy-makers.

Trial registration

A review protocol was developed and registered in the International Prospective Register of Systematic Reviews (PROSPERO) under identification number CRD42020162566.

Supplementary Information

The online version contains supplementary material available at 10.1186/s13690-022-00829-y.

Validation of Stroke Risk Factors in Patients with Acute Ischemic Stroke, Transient Ischemic Attack, or Intracerebral Hemorrhage on Taiwan’s National Health Insurance Claims Data

Purpose

Taiwan has changed the coding system to the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) coding since 2016. This study aimed to determine the optimal algorithms for identifying stroke risk factors in Taiwan’s National Health Insurance (NHI) claims data.

Patients and Methods

We retrospectively enrolled 4538 patients hospitalized for acute ischemic stroke (AIS), transient ischemic attack (TIA), or intracerebral hemorrhage (ICH) from two hospitals’ stroke registries, which were linked to NHI claims data. We developed several algorithms based on ICD-10-CM diagnosis codes and prescription claims data to identify hypertension, diabetes, hyperlipidemia, atrial fibrillation (AF), and ischemic heart disease (IHD) using registry data as the reference standard. The agreement of risk factor status between claims and registry data was quantified by calculating the kappa statistic.

Results

According to the registry data, the prevalence of hypertension, diabetes, hyperlipidemia, AF, and IHD among all patients was 77.5%, 41.5%, 47.9%, 12.1%, and 7.1%, respectively. In general, including diagnosis codes from prior inpatient or outpatient claims to those from the stroke hospitalization claims improved the agreement. Incorporating prescription data could improve the agreement for hypertension, diabetes, hyperlipidemia, and AF, but not for IHD. The kappa values of the optimal algorithms were 0.552 (95% confidence interval 0.524–0.580) for hypertension, 0.802 (0.784–0.820) for diabetes, 0.514 (0.490–0.539) for hyperlipidemia, 0.765 (0.734–0.795) for AF, and 0.518 (0.473–0.564) for IHD.

Conclusion

Algorithms using diagnosis codes alone are sufficient to identify hypertension, AF, and IHD whereas algorithms combining both diagnosis codes and prescription data are more suitable for identifying diabetes and hyperlipidemia. The study results may provide a reference for future studies using Taiwan’s NHI claims data.

Effectiveness of Nationwide COPD Pay-for-Performance Program on COPD Exacerbations in Taiwan

Background

Chronic obstructive pulmonary disease (COPD) is a leading cause of morbidity and mortality worldwide. It has also imposed a substantial economic and social burden on the health care system. In Taiwan, a nationwide COPD pay-for-performance (P4P) program was designed to improve the quality of COPD-related care by introducing financial incentives for health care providers and employing a multidisciplinary team to deliver guideline-based, integrated care for patients with COPD, reducing adverse outcomes, especially COPD exacerbation. However, the results of a survey of the effectiveness of the pay-for-performance program in COPD management were inconclusive. To address this knowledge gap, this study evaluated the effectiveness of the COPD P4P program in Taiwan.

Methods

This retrospective cohort study used data from Taiwan’s National Health Insurance claims database and nationwide COPD P4P enrollment program records from June 2016 to December 2018. Patients with COPD were classified into P4P and non-P4P groups. Patients in the P4P group were matched at a ratio of 1:1 based on age, gender, region, accreditation level, Charlson Comorbidity Index (CCI), and inhaled medication prescription type to create the non-P4P group. A difference-in-difference analysis was used to evaluate the influence of the P4P program on the likelihood of COPD exacerbation, namely COPD-related emergency department (ED) visit, intensive care unit (ICU) admission, or hospitalization.

Results

The final sample of 14,288 patients comprised 7144 in each of the P4P and non-P4P groups. The prevalence of COPD-related ED visits, ICU admissions, and hospitalizations was higher in the P4P group than in the non-P4P group 1 year before enrollment. After enrollment, the P4P group exhibited a greater decrease in the prevalence of COPD-related ED visits and hospitalizations than the non-P4P group (ED visit: −2.98%, p<0.05, 95% confidence interval [CI]: −0.277 to −0.086; hospitalization: −1.62%, p<0.05, 95% CI: −0.232 to −0.020), whereas no significant difference was observed between the groups in terms of the changes in the prevalence of COPD-related ICU admissions.

Conclusion

The COPD P4P program exerted a positive net effect on reducing the likelihood of COPD exacerbation, namely COPD-related ED visits and hospitalizations. Future studies should examine the long-term cost-effectiveness of the COPD P4P program.