Long-Term and Interactive Effects of Pay-For-Performance Interventions among Diabetic Nephropathy Patients at the Early Chronic Kidney Disease Stage.

Chronic kidney disease (CKD) is a major health problem worldwide because of the aging population and lifestyle changes. One of the important etiologies of CKD is diabetes mellitus (DM). The long-term effects of pay-for-performance (P4P) on disease progression have not been thoroughly examined.This study is a retrospective population-based patient cohort design to examine the continuous effects of diabetes and CKD P4P interventions. This study used the health insurance claims database to conduct a longitudinal analysis. A total of 32,084 early CKD patients with diabetes were extracted from the outpatient claims database from January 2011 to December 2012, and the follow-up period was extended to August 2014. A 4-group matching design, including both diabetes and early CKD P4P interventions, with only diabetes P4P intervention, with only early CKD P4P intervention, and without any P4P interventions, was performed according to their descending intensity. The primary outcome of this study was all-cause mortality and the causes of death. The statistical methods included a Chi-squared test, ANOVA, and multi-variable Cox regression models.A dose-response relationship between the intervention groups and all-cause mortality was observed as follows: comparing to both diabetes and early CKD P4P interventions (reference), hazard ratio (HR) was 1.22 (95% confidence interval [CI], 1.00-1.50) for patients with only a diabetes P4P intervention; HR was 2.00 (95% CI, 1.66-2.42) for patients with only an early CKD P4P intervention; and HR was 2.42 (95% CI, 2.02-2.91) for patients without any P4P interventions. The leading cause of death of the total diabetic nephropathy patient cohort was infectious diseases (34.32%) followed by cardiovascular diseases (17.12%), acute renal failure (1.50%), and malignant neoplasm of liver (1.40%).Because the earlier interventions have lasting long-term effects on the patient's prognosis regardless of disease course, an integrated early intervention plan is suggested in future care plan designs. The mechanisms regarding the effects of P4P intervention, such as health education on diet control, continuity of care, and practice guidelines and adherence, are the primary components of disease management programs.

Pre-emergency-department care-seeking patterns are associated with the severity of presenting condition for emergency department visit and subsequent adverse events: a timeframe episode analysis.

BACKGROUND: Many patients treated in Emergency Department (ED) visits can be treated at primary or urgent care sectors, despite the fact that a number of ED visitors seek other forms of care prior to an ED visit. However, little is known regarding how the pre-ED activity episodes affect ED visits. OBJECTIVES: We investigated whether care-seeking patterns involve the use of health care services of various types prior to ED visits and examined the associations of these patterns with the severity of the presenting condition for the ED visit (EDVS) and subsequent events. METHODS: This retrospective observational study used administrative data on beneficiaries of the universal health care insurance program in Taiwan. The service type, treatment capacity, and relative diagnosis were used to classify pre-ED visits into 8 care types. Frequent pattern analysis was used to identify sequential care-seeking patterns and to classify 667,183 eligible pre-ED episodes into patterns. Generalized linear models were developed using generalized estimating equations to examine the associations of these patterns with EDVS and subsequent events. RESULTS: The results revealed 17 care-seeking patterns. The EDVS and likelihood of subsequent events significantly differed among patterns. The ED severity index of patterns differ from patterns seeking directly ED care (coefficients ranged from -0.05 to 0.13), and the odds-ratios for the likelihood of subsequent ED visits and hospitalization ranged from 1.18 to 1.86 and 1.16 to 2.84, respectively. CONCLUSIONS: The pre-ED care-seeking patterns differ in severity of presenting condition and subsequent events that may represent different causes of ED visit. Future health policy maker may adopt different intervention strategies for targeted population to reduce unnecessary ED visit effectively.

The definition of a prolonged intensive care unit stay for spontaneous intracerebral hemorrhage patients: an application with national health insurance research database.

INTRODUCTION: Length of stay (LOS) in the intensive care unit (ICU) of spontaneous intracerebral hemorrhage (sICH) patients is one of the most important issues. The disease severity, psychosocial factors, and institutional factors will influence the length of ICU stay. This study is used in the Taiwan National Health Insurance Research Database (NHIRD) to define the threshold of a prolonged ICU stay in sICH patients. METHODS: This research collected the demographic data of sICH patients in the NHIRD from 2005 to 2009. The threshold of prolonged ICU stay was calculated using change point analysis. RESULTS: There were 1599 sICH patients included. A prolonged ICU stay was defined as being equal to or longer than 10 days. There were 436 prolonged ICU stay cases and 1163 nonprolonged cases. CONCLUSION: This study showed that the threshold of a prolonged ICU stay is a good indicator of hospital utilization in ICH patients. Different hospitals have their own different care strategies that can be identified with a prolonged ICU stay. This indicator can be improved using quality control methods such as complications prevention and efficiency of ICU bed management. Patients' stay in ICUs and in hospitals will be shorter if integrated care systems are established.

The incidence, hospital expenditure, and, 30 day and 1 year mortality rates of spontaneous intracerebral hemorrhage in Taiwan.

The risks of morbidity and mortality are high in patients with spontaneous intracerebral hemorrhage (sICH). The medical care resources associated with sICH are also substantial. This study aimed to evaluate the medical expenditure for sICH patients in Taiwan. We analyzed the National Health Insurance Research Database from 2005 to 2010. The inclusion criterion was first-event sICH; traumatic ICH patients were excluded. Student's t-test, multiple linear regression and the chi-squared test were employed as the statistical methods. Our results showed that the incidence of sICH was 40.77 patients per 100,000 of population per year in Taiwan. The incidence increased with age and was greater in men than women. The mean hospital length of stay (LOS) of first-event sICH patients was 31.8 days; the mean LOS in the intensive care unit was 7.9 days; and the mean survival time was 60.4 months. The mortality rate within 30 days and within 1 year was 19.8 and 29.6%, respectively. The mean hospital expenditure of first-event sICH patients was USD $7572, and was highly correlated with LOS. In conclusion, the incidence of sICH in Taiwan is higher than that in white and black populations of northern America and some European countries and lower than that in the Asian populations of Japan and China. The features of male and female sICH patients differ. Our findings suggest that the hospital expenditure and mortality rate of sICH patients in Taiwan are comparable with those of other countries.

The association between the availability of ambulatory care and non-emergency treatment in emergency medicine departments: a comprehensive and nationwide validation.

OBJECTIVES: To quantify dynamic availability of ambulatory care, and to examine possible associations with non-emergency treatments in emergency departments (EDs). METHODS: Longitudinal data from the Taiwan National health Insurance Research Database were used to evaluate 749,584 emergency-medicine cases occurring between 2005 and 2010 according to a modified New York University algorithm. Multivariable-cumulative-logistic-regression analysis with generalized estimating-equation methods was used to determine associations between availability of ambulatory care and the urgency of patients' medical needs during ED visits. RESULTS: More than half (53.04%) of the ED visits that were evaluated in our study were classified as non-emergencies, and over half of these occurred despite a high availability of ambulatory care facilities (median > 96%). Compared with patients in areas with a low availability of ambulatory care, patients in areas of medium to high availability showed approximately 0.8 times lower odds ratios for associations with non-emergency ED visits. CONCLUSIONS: Non-emergency ED visits may be reduced by increasing the availability of ambulatory care facilities in areas with deficits in the availability of such facilities. However, increasing the availability of ambulatory care by raising the number of available ambulatory care physicians or the number of ambulatory care facilities may not reduce non-emergency ED visits in areas with medium to high availability of ambulatory care facilities.

Using an integrated COC index and multilevel measurements to verify the care outcome of patients with multiple chronic conditions.

BACKGROUND: The increasing prevalence of multiple chronic conditions has accentuated the importance of coordinating and integrating health care services. Patients with better continuity of care (COC) have a lower utilization rate of emergency department (ED) services, lower hospitalization and better care outcomes. Previous COC studies have focused on the care outcome of patients with a single chronic condition or that of physician-patient relationships; few studies have investigated the care outcome of patients with multiple chronic conditions. Using multi-chronic patients as subjects, this study proposes an integrated continuity of care (ICOC) index to verify the association between COC and care outcomes for two scopes of chronic conditions, at physician and medical facility levels. METHODS: This study used a dataset of 280,840 subjects, obtained from the Longitudinal Health Insurance Database (LHID 2005), compiled by the National Health Research Institutes, of the National Health Insurance Bureau of Taiwan. Principal Component Analysis (PCA) was used to integrate the indices of density, dispersion and sequence into ICOC to measure COC outcomes - the utilization rate of ED services and hospitalization. A Generalized Estimating Equations model was used to verify the care outcomes. RESULTS: We discovered that the higher the COC at medical facility level, the lower the utilization rate of ED services and hospitalization for patients; by contrast, the higher the COC at physician level, the higher the utilization rate of ED services (odds ratio > 1; Exp(ß) = 2.116) and hospitalization (odds ratio > 1; Exp(ß) = 1.688). When only those patients with major chronic conditions with the highest number of medical visits were considered, it was found that the higher the COC at both medical facility and physician levels, the lower the utilization rate of ED services and hospitalization. CONCLUSIONS: The study shows that ICOC is more stable than single indices and it can be widely used to measure the care outcomes of different chronic conditions to accumulate empirical evidence. Concentrated care of multi-chronic patients by a single physician often results in unsatisfactory care outcomes. This highlights the need for referral mechanisms and integration of specialties inside or outside medical facilities, in order to optimize patient-centered care.