High outpatient visits among people with intellectual disabilities caring in a disability institution in Taipei: a 4-year survey

Characterization of high healthcare utilizer groups using administrative data from an electronic medical record database

Background

High utilizers (HUs) are a small group of patients who impose a disproportionately high burden on the healthcare system due to their elevated resource use. Identification of persistent HUs is pertinent as interventions have not been effective due to regression to the mean in majority of patients. This study will use cost and utilization metrics to segment a hospital-based patient population into HU groups.

Methods

The index visit for each adult patient to an Academic Medical Centre in Singapore during 2006 to 2012 was identified. Cost, length of stay (LOS) and number of specialist outpatient clinic (SOC) visits within 1 year following the index visit were extracted and aggregated. Patients were HUs if they exceeded the 90th percentile of any metric, and Non-HU otherwise. Seven different HU groups and a Non-HU group were constructed. The groups were described in terms of cost and utilization patterns, socio-demographic information, multi-morbidity scores and medical history. Logistic regression compared the groups’ persistence as a HU in any group into the subsequent year, adjusting for socio-demographic information and diagnosis history.

Results

A total of 388,162 patients above the age of 21 were included in the study. Cost-LOS-SOC HUs had the highest multi-morbidity and persistence into the second year. Common conditions among Cost-LOS and Cost-LOS-SOC HUs were cardiovascular disease, acute cerebrovascular disease and pneumonia, while most LOS and LOS-SOC HUs were diagnosed with at least one mental health condition. Regression analyses revealed that HUs across all groups were more likely to persist compared to Non-HUs, with stronger relationships seen in groups with high SOC utilization. Similar trends remained after further adjustment.

Conclusion

HUs of healthcare services are a diverse group and can be further segmented into different subgroups based on cost and utilization patterns. Segmentation by these metrics revealed differences in socio-demographic characteristics, disease profile and persistence. Most HUs did not persist in their high utilization, and high SOC users should be prioritized for further longitudinal analyses. Segmentation will enable policy makers to better identify the diverse needs of patients, detect gaps in current care and focus their efforts in delivering care relevant and tailored to each segment.

Electronic supplementary material

The online version of this article (10.1186/s12913-019-4239-2) contains supplementary material, which is available to authorized users.

Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities

BACKGROUND

The use of Multilevel Models (MLM) and Generalized Estimating Equations (GEE) for analysing clustered data in the field of intellectual and developmental disability (IDD) research is still limited.

METHOD

We present some important features of MLMs and GEEs: main function, assumptions, model specification and estimators, sample size and power. We provide an overview of the ways MLMs and GEEs have been used in IDD research.

RESULTS

While MLMs and GEEs are both appropriate for longitudinal and/or clustered data, they differ in the assumptions they impose on the data, and the inferences made. Estimators in MLMs require appropriate model specification, while GEEs are more resilient to misspecification at the expense of model complexity. Studies on sample size seem to suggest that Level 1 coefficients are robust to small samples/clusters, with any higher-level coefficients less so. MLMs have been used more frequently than GEEs in IDD research, especially for fitting developmental trajectories.

CONCLUSIONS

Clustered data from research in the IDD field can be analysed flexibly using MLMs and GEEs. These models would be more widely used if journals required the inclusion of technical specification detail, simulation studies examined power for IDD study characteristics, and researchers developed core skills during basic studies.

Health Services Use and Costs for Americans With Intellectual and Developmental Disabilities: A National Analysis

Health services and associated costs for adults with intellectual and developmental disabilities (IDD) were nationally profiled and the predictors of high expense users statistically modeled. Using linked data from the National Health Interview Survey and Medical Expenditure Panel Survey for the years 2002 through 2011, the study found a mixed pattern of differences in rates of service use and costs when compared to the general population depending upon personal characteristics, health status, and type of health care service. Prescription medication costs were the primary driver of total health care expenditures for Americans with IDD. The presence of secondary chronic health conditions and poor mental health status were the consistent predictors of high expense users across types of health care. Study results are discussed in terms of implications for more nuanced evaluations of health care costs and need for recurring surveillance of health care for Americans with IDD in the years following passage of the Patient Protection and Affordable Care Act.

Health care utilization by people with disabilities: A longitudinal analysis of the Korea Welfare Panel Study (KoWePS)

BACKGROUND

Health care is important for people with disabilities in terms of maintaining basic functional status and promoting health. However, empirical studies on health care utilization by this population in South Korea are rare.

OBJECTIVE

The purpose of this study was to examine the characteristics of people with disabilities and to evaluate the relationship between the presence and severity of disabilities and health care utilization.

METHODS

We analyzed the 2005-2011 Korea Welfare Panel Study data, and the final sample included 38,598 observations over seven years. Health care utilization was measured by health screening attendance, number of outpatient physician visits, and inpatient days. To examine the impact of disabilities on health care utilization, random-effects logistic regression and negative binomial regression models were adopted.

RESULTS

About 3.3% of the sample had physical disabilities, as defined by the Korean disability registration system. In the sample, the prevalence of chronic diseases and percentage of poor self-rated health were higher in people with disabilities than in people without disabilities. The results of the regression analyses showed that people with severe disabilities had a lower probability of health screening attendance, and they also had significantly longer inpatient stays for health care services.

CONCLUSIONS

These findings imply poor accessibility of preventive or outpatient health care services for people with severe disabilities in Korea, and suggest that barriers should be removed. Further studies are necessary for effective health care provision to meet the complex needs of people with disabilities.

Trends in the use of psychotropic drugs in people with intellectual disability in Taiwan: a nationwide outpatient service study, 1997-2007

This study aims to examine trends in outpatient psychotropic drug use among people with intellectual disabilities in Taiwan. The NHI outpatient medication records between January 1, 1997 and December 31, 2007 for people with intellectual disabilities were analyzed to observe the percent change, prevalence and prescription trends in psychotropic drugs. The overall prevalence of psychotropic medication increased from 17.82% to 23.22% during the study period. Results from stepwise logistic analysis demonstrated that females, the elderly, and individuals suffering from catastrophic disease were more prone to receive psychotropic drugs and that those with mild intellectual disability were less likely to receive psychotropic drugs. The percentage change in prescription rates of antipsychotics, hypnotics/sedatives, and antidepressants were 85.30%, 127.25%, and 167.50%, respectively, and the trends were statistically significant (p<0.05). Taiwan's NHI program and off-label use of psychotropic drugs might have attributed to this trend.

Assessment of the 9-item Patient Health Questionnaire (PHQ-9) as a screen tool for symptoms of depression in community caregivers for adults with intellectual disabilities

The study aim was to determine the extent and determinants of reporting depressive symptoms in caregivers for persons with intellectual disabilities based on assessment of the 9-item Patient Health Questionnaire (PHQ-9). A cross-sectional study was conducted, recruiting 455 caregivers for adults with ID who were providing care in community residences, with complete PHQ-9 data being analyzed. The results indicated that the mean of each item scored on the PHQ-9 varied from 0.3 (Q9) to 1.1 (Q4). For two items (Q3 - "sleeping difficulties" and Q4 - "fatigue"), the respondents reported occurrence during several days in the previous two weeks. However, after scrutinizing the distribution of each item in the PHQ-9, 3.3-14.5% respondents reported that each item happened nearly every day, and 4.0-17.8% expressed that each happened more than half of the days in the previous two weeks. With respect to difficulties examined on the PHQ, 47% of cases expressed that it was somewhat difficult, 8.2% expressed that it was very difficult, and 4.5% felt that it was extremely difficult to work, care for things at home, or get along with others. Finally, a logistic regression model revealed that only one factor of self-perceived health status (fair/poor vs. excellent/very good, OR=7.519, 95% CI=3.03-18.68, p<0.001) exhibited a statistically significant correlation with depressive symptom occurrence (PHQ-9 score ≥ 10) among the caregivers. The study highlights the need to strengthen appropriate health initiatives for monitoring mental health status and to provide necessary services for community caregivers for adults with ID.

Healthcare utilization and expenditure analysis between individuals with intellectual disabilities and the general population in Taiwan: a population-based nationwide child and adolescent study

This study examines differences in outpatient-visit frequency and medical expenditures between (1) children and adolescents in Taiwan with intellectual disabilities and (2) children and adolescents in Taiwan's general population. A cross-sectional study was conducted to analyze data from 2007 provided by Taiwan's National Health Insurance program. A total of 236,045 beneficiaries younger than 19 years made use of outpatient services; among them, 35,802 had a principal diagnosis of mental retardation (intellectual disability). The average number of ambulatory visits was 14.9 ± 12.4, which is much higher than in the United States and other developed countries. The mean number of annual visits of the individuals with intellectual disabilities was significantly higher than that of the general population in Taiwan (20.1 ± 20.0 vs. 14.0 ± 12.2); age, gender, urbanization level of residential area, and copayment status affected outpatient visit frequency. The mean annual outpatient costs were NTD6371.3 ± NTD11989.1 for the general population and NTD19724.9 ± NTD40469.9 for those with intellectual disabilities (US $1 equals approximately NTD30). Age, gender, urbanization level of residential area, and copayment status were the determinants that accounted for this difference in cost. Children and adolescents with intellectual disabilities had higher use rates of rehabilitative and psychiatric services than the general population. We conclude that individuals with intellectual disabilities had higher demands than the general population for healthcare services, especially for rehabilitative and psychiatric services.

Comparison of population pyramid and demographic characteristics between people with an intellectual disability and the general population

The purposes of this study were to measure disparities of age structure between people with an intellectual disability and general population, and to explore the difference of demographic characteristics between these two populations by using data from a population based register in Taiwan. Data were analyzed by SPSS 20.0 statistical software. Results found that the gender and mean age were significantly different between people with an intellectual disability and general population (mean age: 28.86 years vs. 35.26 years; p<0.001). The shape of the pyramid in general population tended to be fatty in the middle age, and intellectual disability population was more populous in the younger age. Furthermore, there were very few people with an intellectual disability can live more than 65 years old (3%) while there were nearly 10% of the general population were the elderly. The results also showed that two groups were different in marital status, educational levels, family status of veteran and aborigine (p<0.001). As the premature aging and short life span of people with an intellectual disability, this study suggested that the government authority should initiate necessary assistance for this group of people in the future.

Gender differences in the prevalence of metabolic syndrome and its components among adults with disabilities based on a community health check up data

Metabolic syndrome is highly prevalent in society gradually and has important implications for public health in recent years. The present study aims to examine the gender effect on the prevalence of metabolic syndrome among adults with disabilities. A cross-sectional study was conduct to analyze annual health check-up chart of 419 people with disabilities whose age ≥ 20 years in east Taiwan. We used to diagnose the metabolic syndrome was defined by the Taiwan Bureau of Health Promotion as the presence of three or more of the following five components: abdominal obesity, high blood pressure, high fasting glucose level, high triglyceride level, and low high-density lipoprotein cholesterol level. The results showed that the prevalence of metabolic syndrome was 19.3% in the study subjects (16.8% in men and 23.1% in women; p = 0.110). Our study also indicated that the genders were significantly different in the followings (men vs. women): abdominal obesity (33.2% vs. 50.9%; p<0.001), high blood pressure (36.4% vs. 23.7%; p = 0.006), high fasting glucose level (18.4 vs. 14.8%; p = 0.334), high triglyceride level (24.0% vs. 14.2%; p = 0.014) and HDL-C (21.6% vs. 35.5%; p = 0.002) among the sample. To prevent the metabolic syndrome occurrence and consequences, the study suggests that the health authorities should put greater efforts to address the metabolic syndrome components, particularly in higher rates of obesity-related health conditions to avoid significant health and health care costs in the future.

Comparison of outpatient services between elderly people with intellectual disabilities and the general elderly population in Taiwan

This study aims to analyze the ambulatory visit frequency and medical expenditures of the general elderly population versus the elderly with intellectual disabilities in Taiwan, while examining the effects of age, gender, urbanization and copayment status on ambulatory utilization. A cross-sectional study was conducted to analyze data from 103,183 national health insurance claimants aged 65 or older. A total of 1469 had a principal diagnosis of mental retardation (intellectual disability) and claimed medical outpatient services in 2007. The average number of ambulatory visits was 30.1 ± 23.1, which is much higher than in the United States and other developed countries, and the mean annual visits of the elderly with intellectual disabilities was significantly higher than the general population in Taiwan (35.2 ± 28.7 vs. 30.0 ± 23.1). Age and copayment status affected outpatient visit frequency. The mean medical expenditure per visit and the mean annual outpatient cost were 1146.5 ± 4497.7 NT$ and 34,533.7 ± 115,891.7 NT$, respectively. Male beneficiaries tended to have higher average annual medical expenses and mean medical expenses per visit than female beneficiaries. The three most frequent principal diagnoses at ambulatory visits were circulatory system diseases, musculoskeletal system and connective tissue diseases and digestive system diseases. We conclude that the elderly with intellectual disabilities had higher demand than the general population for healthcare services, and the NHI program lowers the barrier to care for populations with special needs.

Quantifying morbidity burdens and medical utilization of children with intellectual disabilities in Taiwan: a nationwide study using the ACG case-mix adjustment system

The purpose of this study was to quantify morbidity burdens of children with intellectual disability (ID) and to examine its association with total medical utilization and expenditure on a national basis in Taiwan. People under 18 years of age that had been continuously enrolled in the National Health Insurance (NHI) between year 2008 and 2010 were selected from one million randomly-sampled NHI beneficiaries. The Johns Hopkins Adjusted Clinical Group (ACG) System was applied to evaluate an individual's morbidity burden using 2008-2010 claims data, including age, sex, diagnosis, pharmacy, ambulatory, and inpatient utilization and expenditure (in New Taiwan Dollars, NTDs). The ID prevalence rate was 0.69% for people aged under 18. People with ID could be assigned to 20 mutually exclusive ACGs and to five simplified morbidity categories: healthy (0.1%), low (1.5%), moderate (31.9%), high (44.0%), and very high (22.4%). People with ID had more per capita visits (108.4 vs. 51.5, p<0.001), hospital admission (27.7% vs. 13.1%, p<0.001), pharmacy (NTD 21,069 vs. 4983, p<0.001) and total expenditure (NTD 144,962 vs. 29,764, p<0.001) than those without ID over 3 years. Those who assigned to the high-morbid categories cost more in ambulatory and inpatient services than those with low to moderate morbidities. In conclusion, the morbidity burdens of people with ID can be quantified by the ACG System based on readily available data. Regularly evaluating morbidity burdens and medical utilization has particular relevance for planning high-quality and efficient care. People's disabilities and comorbid illnesses shall be treated by integrated multidisciplinary teams.

The risk of metabolic syndrome among institutionalized adults with intellectual disabilities

People with metabolic syndrome (MS) are at increased risk of coronary heart disease and other health problems, such as diabetes and stroke. However, there is little previous information on the prevalence and determinants of MS among people with intellectual disabilities (IDs). The present study aimed to examine the prevalence of MS risk factors among institutionalized adults with IDs. We analyzed the annual health check data of 164 institutionalized adults with IDs whose age was >/= 20 years in 2009. The measure of MS in the study was the presence of three or more of the following five components: central obesity, elevated blood pressure (BP), elevated fasting glucose (FG), elevated triglycerides (TG), and reduced high-density lipoprotein (HDL-C). The prevalence of MS was 11.6% in the study participants (8% in males and 17.2% in females), which is lower than that in the general population of Taiwan. In the logistic regression analysis of the occurrence of MS, we found that gender, TG and HDL-C were variables that could significantly predict MS after controlling for other potential factors. Adults with IDs who were female (OR = 38.354, 95% CI = 1.985-741.029) and who had higher TG levels (OR = 1.043, 95% CI = 1.008-1.079) and reduced HDL-C levels (OR = 0.696, 95% CI = 0.549-0.883) had a statistically higher risk of MS. This study was one of the first to provide information on the prevalence of MS and its risk factors among institutionalized adults with IDs. We suggest that further study should focus on the specifics of MS, such as incidence, age-specific risk factors and further prevention or treatment in people with ID.

Analysis of seasonal influenza vaccine uptake among children and adolescents with an intellectual disability

The aim of the present study was to describe the seasonal influenza vaccination rate and to examine its determinants for children and adolescents with intellectual disabilities (ID) living in the community. A cross-sectional survey was conducted to analyze the data on seasonal influenza vaccination rate among 1055 ID individuals between the ages of 12-18 years. The results found that 22.9% of the study participants used the vaccine during the past three years, and the vaccination rate among different age groups varied from 18.1 to 26.5%. There was no gender difference of seasonal influenza vaccination rate among age groups. Multilevel logistic regression analysis revealed that ID individuals with moderate (OR = 1.59, 95% CI = 1.08-2.34) or severe (OR = 2.31, 95% CI = 1.20-4.45) disability, with an illness (OR = 1.64, 95% CI = 1.02-2.63), who have general health exams (ever used, OR = 1.57, 95% CI = 1.03-2.40; regularly used, OR = 1.89, 95% CI = 1.05-3.41) were more likely to have seasonal influenza vaccination than their counterparts. The present study highlights that the substantial disparity in receipt of seasonal influenza vaccine in children and adolescents with ID reflects the effects of disability level, disease condition, and general health exam experience and suggests the need for greater attention to factors affecting ID individuals to improve their preventive health care.

Factors influencing administration of hepatitis B vaccine to community-dwelling teenagers aged 12-18 with an intellectual disability

The study aims to determine hepatitis B vaccination coverage rates among community-dwelling teenagers with an intellectual disability in Taiwan and to identify the possible influencing factors of their vaccination. The present paper was part of the results of the "2007 National Survey on Healthy Behaviors and Preventive Health Utilizations of People with Intellectual Disabilities in Taiwan," which was a cross-sectional survey of 1111 intellectually disabled (ID) teenagers ranging from 12 to 18 years of age. The results showed that the completed hepatitis B vaccination rate was 72.9%, a rate lower than that in the general population of Taiwan considering the same age group. There was no gender difference between each age group in the vaccination rate in this population. Multilevel logistic regression analyses revealed that those ID individuals whose primary caregivers were parents or siblings (OR = 2.45, 95% CI = 1.29-4.64), whose household monthly income was 20,000-59,999 NTD vs. less than 20,000 NTD (OR = 2.47, 95% CI = 1.00-6.12), and who had ever undergone an oral health exam (OR = 2.29, 95% CI = 1.24-4.01) were more likely to receive a complete hepatitis B vaccination than their counterparts. The study highlighted that most teenagers had received complete hepatitis B vaccination. Nonetheless, better public health strategies may be needed to deliver the hepatitis B vaccine to those who do not comply with the vaccination schedule in the community.

Disability and hospital care expenses among national health insurance beneficiaries: analyses of population-based data in Taiwan

Nationwide data were collected concerning inpatient care use and medical expenditure of people with disabilities (N=937,944) among national health insurance beneficiaries in Taiwan. Data included gender, age, hospitalization frequency and expenditure, healthcare setting and service department, discharge diagnose disease according to the ICD-9-CM coding system which has been used in Taiwan NHI diagnosis system. There were 27.88% of persons with disabilities have been hospitalized for treatments during the year 2005 and it was 3.5 times of the general population (7.95%). The mean of annual inpatient care expenditure was 163,544.21 NTD, and male patients use more inpatient care cost than female patients in people with disabilities. However, the hospitalization rate in female patients is statistical higher than male patients in the study (p<0.001). Infectious and parasitic diseases, mental disorders, diseases of the respiratory system, diseases of the circulatory system, injury and poisoning were the top five reasons for hospitalization among the subjects. Our study also found that psychiatry, internal medicine, orthopedic, surgery and neurosurgery are the top five clinical divisions which the cases used more frequently than other clinical departments in hospitalizations. The present study presents the first information of hospitalization care and medical costs in people with disabilities based on a nationwide data analyzes in Taiwan. We suggest the importance of supporting people with disabilities during hospitalizations, following up rehabilitation and there is an urgent need for cost-effective intervention programs for disability prevention, which could be offset against the cost for treating the disabled in the future.

Cost of hospitalization and length of stay in people with Down syndrome: evidence from a national hospital discharge claims database

The present paper aims to describe the hospitalization profiles which include medical expenses and length of stays, and to determine their possible influencing factors of hospital admission on persons with Down syndrome in Taiwan. We employed a population-based, retrospective analyses used national health insurance hospital discharge data of the year 2005 in this study. Subject inclusion criteria included residents of Taiwan, and diagnosed with Down syndrome (ICD code is 758.0; N=375). Inpatient records included personal characteristics, admissions, length of stay, and medical expenses of study subjects. The results found that Down syndrome patients used 2 hospital admissions and their annual length of stay in hospital was 22.26 days, and the mean medical cost of admissions was 143,257 NT$. The admission figures show that Down syndrome individuals used two times of hospital days and nearly three times of medical expenses comparing to the general population in Taiwan. Finally, the multiple regression models revealed that factors of age, hold a serious illness card, low income family member, frequency of hospital admission, high medical expense user were more likely to use longer inpatient days (R2=0.36). Annual inpatient expense of people with Down syndrome was significantly affected by factors of severe illness card holder, low income family member, frequency of hospital admission and longer hospital stays (R2=0.288). Based on these findings, we suggest the further study should focus on the effects of medical problems among persons with Down syndrome admitted for hospital care is needed.

A retrospective population-based data analyses of inpatient care use and medical expenditure in people with intellectual disability co-occurring schizophrenia

The paper aims to analyze the hospital inpatient care use and medical fee of people with ID co-occurring with schizophrenia in Taiwan. A nationwide data were collected concerning hospital admission and medical expenditure of people with ID (n = 2565) among national health insurance beneficiaries in Taiwan. Multiple regression analyses were undertaken to determine the role of the explanatory variables to hospital psychiatric inpatient care and medical expenditure. We found that there were 2565 individuals with ID used hospital psychiatric inpatient care among people with ID in 2005, and 686 cases (26.7%) co-occurring with schizophrenia according to hospital discharge claims. Those ID patients co-occurring with schizophrenia consumed more annual inpatient fee than those without schizophrenia (251,346 vs. 126,666 NTD) (p < 0.001). We found factors of female cases, longer hospital stay in chronic ward and general ward users among ID patients co-occurring with schizophrenia used more hospital inpatient care (R(2) = 0.417). Annual hospital inpatient days were significantly affected by factors of severe illness card holder, annual inpatient care fee, longer hospital stay in acute or chronic ward (R(2) = 0.746). Those factors of female cases, high inpatient care users, longer hospital stay in acute ward and general ward were consuming more medical care fee than their counterparts (R(2) = 0.620). The study highlights the future study should examine the efficacy of hospital inpatient care for people with ID and schizophrenia.

Early onset ageing and service preparation in people with intellectual disabilities: institutional managers' perspective

Although longevity among older adults with intellectual disabilities is increasing, there is limited information on their premature aging related health characteristics and how it may change with increasing age. The present paper provides information of the institutional manager's perception on early onset aging and service preparation for this population. We used purposive sampling to recruit 54 institutional managers who care for people with intellectual disabilities in Taiwan. The present study employed a cross-sectional design using a self-administrative structured questionnaire that was completed by the respondents in November 2009. The results showed that more than 90% of the respondents agreed with earlier onset aging characteristics of people with ID. However, nearly all of the respondents expressed that the government policies were inadequate and the institution is not capable of caring for aging people with ID, and more than half of them did not satisfy to their provisional care for this group of people. With regard to the service priority of government aging policy for people with ID, the respondent expressed that medical care, financial support, daily living care were the main areas in the future policy development for them. The factors of institutional type, expressed adequacy of government's service, respondent's job position, age, and working years in disability service were variables that can significantly predict the positive perceptions toward future governmental aging services for people with ID (adjusted R(2) = 0.563). We suggest that the future study strategy should underpin the aging characteristics of people with intellectual disabilities and its differences with general population to provide the useful information for the institutional caregivers.

Preliminary findings of serum creatinine and estimated glomerular filtration rate (eGFR) in adolescents with intellectual disabilities

The present study aimed to describe the kidney function profile - serum creatinine and estimated glomerular filtration rate (eGFR), and to examine the relationships of predisposing factors to abnormal serum creatinine in people with intellectual disabilities (ID). Data were collected by a cross-sectional study of 827 aged 15-18 years adolescents with ID who participated in annual health examinations as they enrolled into special education schools in Taiwan. We used serum samples to determine participants' creatinine profiles, and the Cockcroft-Gault formula to calculate the data of eGFR to present the chronic kidney disease. The results found 22% of the participants have abnormal serum creatinine value (creatinine>1.0mg/dl) and 59.6%, 36.4% and 4.0% at chronic kidney disease (CKD) stage 1, 2 and 3 cases accordingly based on the Cockcroft-Gault formula. No CKD stage 4 and 5 cases in this study. That is, there were 4% CKD cases (eGFR <60 mL/min/1.73 m(2); CKD stage 3, 4 and 5) in adolescents with ID in this study. The results also indicated that gender and BMI could significantly predict abnormal creatinine condition in multivariate logistic regression analysis. Those boys with ID were more likely to have abnormal creatinine value than girls with ID (OR=10.13, 95% CI=5.96-17.23). In term of BMI, those underweight adolescents with ID were less likely to have high creatinine value compared to normal weight group (OR=0.45, 95% CI=0.28-0.72). In summary, this study provides the preliminary information of creatinine and estimated GFR in people with ID; we suggest the public health policy should initiate appropriate management strategies to monitor kidney function and to improve treatment outcomes of chronic kidney disease for this vulnerable population.

Effectiveness of a stress-relief initiative for primary caregivers of adolescents with intellectual disability

BACKGROUND

This study provides a perspective on the mental health status and analyses the effectiveness of a stress-relief program for primary caregivers of adolescents with intellectual disability (ID).

METHOD

Seventy-seven primary caregivers of people with ID were recruited (intervention group, n = 31; non-intervention group, n = 46) to the study, which involved participation in one stress management workshop (intervention group only) and both groups reading an education booklet on stress management.

RESULTS

We found that 22.1% of caregivers in the study were at high risk of depressive stress and in need of mental health consultation; this prevalence was nearly six times that of the general population. The effectiveness of mental health initiatives resulted in a significant reduction in depressive stress for the intervention group.

CONCLUSIONS

The study highlights that a "face-to-face" workshop is an effective way to decrease levels of depressive stress.

Quality of life in caregivers of children and adolescents with intellectual disabilities: use of WHOQOL-BREF survey

The present study based on World Health Organization quality of life (WHOQOL-BREF) scale to examine quality of life of the caregivers caring for their children/adolescents with intellectual disabilities in Taiwan, and the factors contributing to their quality of life. Structured interviews were conducted with 597 caregivers of children/adolescents with intellectual disabilities. The results found that the mean scores in each domain of WHOQOL-BREF of the caregivers as the followings: physical capacity (PC) was 13.71+/-2.35, psychological well-being (PW) was 12.21+/-2.55, social relationship (SR) was 12.99+/-2.43 and environment (EN) was 12.32+/-2.38. These mean scores were lower than the general population and slight higher than the caregivers of adults with intellectual disabilities in Taiwan. Finally, multiple stepwise regressions were conducted to examine the characteristics of caregiver and children/adolescents with intellectual disabilities will more likely explained the WHOQOL-BREF mean scores. The study found the following three factors: self-perceived health status, household income and stress from insufficient family support were significantly correlated to all four domains in multiple stepwise regression analyses. The results highlights that caregivers of children and adolescents with intellectual disabilities seem to display a lower WHOQOL-BREF mean score than the general population, probably for a combination of stress, health and household income factors. These finding must be taken into account in policy making to provide better and more specific supports and interventions for the caregivers of people with intellectual disabilities.

Serum uric acid, hyperuricemia and body mass index in children and adolescents with intellectual disabilities

The aims of the preset study were to describe the profile of serum uric acid, the prevalence of hyperuricemia and its risk factors among children and adolescents with intellectual disabilities. We conducted a cross-sectional study of 941 children and adolescents with intellectual disabilities (aged 4-18 years) who participated in annual health examinations in three special schools in Taiwan. This study indicated 30.6% boys and 17.9% girls with intellectual disabilities were with hyperuricemia in Taiwan. The factors of gender, age and BMI were variables that can significantly predict the hyperuricemia occurrence in this vulnerable population. Those children and adolescents with intellectual disabilities were boys (OR=2.93, 95% CI=2.02-4.26) and older age (OR=6.49, 95% CI=2.19-19.21) were more likely to be hyperuricemia. With regard to BMI to hyperuricemia occurrence, those children and adolescents with intellectual disabilities were overweight (OR=1.16-3.21, 95% CI=1.16-3.21) and being obese (OR=4.95-11.58, 95% CI=4.95-11.58) was more likely to have a hyperuricemia than the normal weight group. This study provides the general profile of serum uric acid, hyperuricemia and its risk factors of children and adolescents with intellectual disabilities. Medical professionals should be highly alert to the possible consequences of hyperuricemia and provide useful information about the clinical manifestation of this condition for caregivers of children and adolescents with intellectual disabilities.

Staffing trends of disability care institutions in Taiwan during the period 2002-2007

The objectives of this study were to examine trends related to the staffing of disability welfare institutions caring for people with disabilities in Taiwan. Nationwide data from the 2002 to 2007 "Service Manpower in Disability Welfare Institutions" report, which are derived mainly from the Department of Statistics, Ministry of the Interior, Taiwan, were analyzed. The data included number of workers, job type and gender distribution of staff working in welfare institutions catering for the disabled. We also used the disabled population and those who had been admitted to institutional care to analyze the service load per staff member. Based on analyses of current governmental statistics, the results showed that staff numbers in institutions for the disabled increased from 6191 to 7820 (20.8% increase), and the female/male ratio these staff increased from 4.18 to 4.51 from 2002 to 2007. Educator/training personnel (33.3-36.7%) accounted for a higher proportion of staff than other job categories, and each staff member served 5.8-6.3 persons with disabilities on average. The second largest group was living assistant (18.4-20.5%; 9.9-11.8), and the remaining personnel were administrative staff (13.5-14.6%; 13.9-15.9), nursing staff (6.4-8.7%; 24.9-32.0), social workers (6.2-7.5%; 28.8-32.8), and counseling staff (3.8-6.3%; 21.9-57.1). Curve estimation tests showed a significant change over the period of the study in the number of disabled people attended to on average by administrative staff, social workers, nurses and other staff. The results highlight the requirement for further study to explore the needs of the majority service provider--female staff--to provide them with adequate professional or psychological support to enable them to work with people with disabilities in institutions. In addition, further analysis should focus on a review of staff numbers for different types of institutions, to examine their adequacy.

Sexual assault of people with disabilities: results of a 2002-2007 national report in Taiwan

Sexual violence against people with disabilities is widespread and linked to negative public health and social outcomes. The objectives of the present study were to describe and analyze and thus provide an overview of the current state of affairs concerning sexual assault among people with disabilities, including reported prevalence and trends, over the period from 2002 through 2007 in Taiwan. The present study analyzed nationwide data from the 2002-2007 "Sexual assaults report system" derived primarily from the Council of Domestic Violence and Sexual Assaults Prevention, Ministry of the Interior, Taiwan. The data took into account the number of cases and disability type in persons reported to have been sexually assaulted, and to analyze the reported rate of sexual assaults among this section of the population in Taiwan. In addition, the study used a linear estimation model to examine with time (2002-2007) in the rate of reported sexual assaults. The rate of increase of sexual assault reported among people with disabilities was 2.7 times that of the general population (469-173%) during the period of 2002-2007. Government statistics showed that intellectually disabled persons accounted for the largest proportion (>50%) of reported sexual assault cases among the disabled, followed by persons with chronic psychosis, who accounted for one-third of the reported sexual assault cases among the disabled population. The reported rate of sexual assault increased from 0.9 to 2.42 per ten-thousand people in the general population and from 1.24 to 5.74 per ten-thousand disabled persons. Intellectual disability, chronic psychosis and voice and speech impairments were consistently associated with a higher prevalence of sexual assault than the general population. The line of best fit estimated from a linear model showed a significant change over the study period in the reported number of sexual assault cases among disabled people. The results highlight the requirement for further study to explore the needs of people with disabilities with regards to education and other strategies to prevent sexual assault, particularly in the most vulnerable group-those with intellectual disability.

Assessment of GPs' beliefs relating to the care of people with intellectual disabilities: A Taiwan-based, opportunity-guided approach

PURPOSE

This study was designed to investigate general practitioners' (GPs) beliefs about the perceived importance of their role in, and their satisfaction with, providing healthcare to people with intellectual disabilities. The identification of healthcare issues with potential for improvement was assessed using gap analysis and an opportunity-guided method.

METHOD

A cross-sectional census survey by a mail-structured questionnaire recruited 331 GPs (response rate--16%) who provided information on healthcare for people with intellectual disabilities in 2006 in Taiwan.

RESULTS

The results indicated that GPs considered their role in providing healthcare for people with intellectual disabilities to be important (mean score 7.2-8.3). However, the respondents generally did not feel satisfied (mean score 4.6-5.5) with their achievements in treating patients with intellectual disabilities. We found that the gender and educational level of the respondents were statistically correlated to the perceived importance they considered their work to have, while the factors of age, medical practice setting and training experience in intellectual disability were statistically correlated to GPs' perceived satisfaction in providing healthcare to people with intellectual disabilities (p < 0.05). Those healthcare issues of'training and experience in intellectual disability', 'multi-disciplinary and multi-sectoral cooperation', 'adequate competence in disability diagnosis', 'genetic consulting services', 'duty of disease prevention and health promotion', and 'adequate medical consultation time' were the five most promising areas to be improved in healthcare for people with intellectual disabilities according to the opportunity-guided analysis.

CONCLUSIONS

This study highlights that health professionals need to examine carefully healthcare issues pertaining to people with ID, and that much more effort is required to develop appropriate healthcare policies based on the opportunity-guided health issues identified here.

Emergency department utilization and determinants of use by 0- to 6-year-old children with disabilities in Taipei

Although many studies have explored emergency services for children, there are few published reports of the utilization of emergency services by children with disabilities. The present study attempts to provide data regarding the utilization of, and factors affecting, emergency department visits by disabled children in Taipei. A general census of 1006 children with disabilities, identified from the Taiwan National Disability Registry System in Taipei, was conducted. The overall response rate was 38%, yielding a sample of 340 disabled children. The results showed that 30.1% of children with disabilities had utilized emergency department services over the past 4 months with an average of 1.4 visits per child. The most common reasons for emergency visits were fever (34.7%), respiratory symptoms (24.2%), abdominal pain (15.8%), injury (7.4%), and epilepsy seizures (7.4%). This study also found, using a logistic regression model, that emergency department utilization may be associated with household economic status and the reported physical health of children with disabilities. The 'deficit' and 'balance' household economic status groups gave odds ratios of 3.902 (95% CI=1.469-10.364) and 3.311 (95% CI=1.249-8.779), relative to the 'surplus' group. The model also indicated that those children with disabilities who were reported as being in poor physical health had 11.359 times (95% CI=2.968-43.469) the likelihood of using emergency care than those whose physical health was in excellent condition. The study suggests that in order to maximize the health of children with disabilities, medical care stakeholders should consider who are the most likely groups to use emergency department services and develop anticipatory guidance or preventive services for this vulnerable population.

Governmental disability welfare expenditure and national economic growth from 1991 to 2006 in Taiwan

The purposes of the present study were to describe the welfare expenditure for people with disabilities and examine its relation to national economic growth from 1991 to 2006 in Taiwan. We analyzed data mainly from the information of population with disabilities, disability welfare expenditure and national economic growth and gross national product (GNP) per capita in Taiwan from 1991 to 2006. The percentage and overtime trend were used to examine the change in disability welfare expenditure, national economic growth and GNP per capita. Taiwan's economy continued its steady expansion on record an annual average growth of 5.4% and GNP per capita of 5.7% for the year 1991-2006. At the same period of time, the registered population with disabilities increased nearly five times (204,158 persons in 1991 to 981,015 persons in 2006), the government disability welfare expenditure was dramatically increasing to over 10 times from 1991 to 2006 (US$ 74 million to US$ 784 million). Although the total disability budget increased, the beneficiary of the individual with disability increased only 2.2 times. In the content of annual welfare budget for people with disabilities, it is difficult to figure out the increase pattern of the budget growth. However, the local government plays a vital role in disability welfare services gradually, it provides more than 85% welfare budget for people with disabilities. Finally, the author emphasizes that government should examine the long term effects of welfare budget allocation shifting from central government to local government to ensure the right of people with disabilities.

Physical and mental health status of staff working for people with intellectual disabilities in Taiwan: measurement with the 36-Item Short-Form (SF-36) health survey

Little explicit attention has been given to the generic health profile of staff working for people with intellectual disability in institutions. This study aimed to provide a profile of physical and mental health of staff working in disability welfare institutions, and to examine the possible demographic and organizational factors that explain an association with their health. A cross-sectional questionnaire survey was conducted to analyze 1243 staff (76% response rate) working in 24 institutions in Taiwan. The 36-Item Short-Form (SF-36) Taiwan version was used to measure their generic health status. The mean of Physical component scores (PCS) was slightly higher than Mental component scores (MCS) (50.83 vs. 45.12). With regard to each dimension among PCS, the mean score of Physical functioning (PF) was 57.14 (S.D.=5.93), Role limitations-physical (RP) was 49.88 (S.D.=9.69), Bodily pain (BP) was 52.14 (S.D.=8.09) and General medical health (GH) was 51.50 (S.D.=8.28). Among the MCS, Vitality (VT) was 46.19 (S.D.=6.71); Social functioning (SF) was 46.44 (S.D.=7.58); Role limitations-emotional (RE) was 47.30 (S.D.=11.89) and Mental health (MH) was 43.58 (S.D.=8.81). We found the generic health of staff working for people with intellectual disabilities were significantly lower in PCS and MCS than the Taiwan general population. Influences of staff's demographic and organizational characteristics on their health were also analyzed in the content. This study highlights the authorities and service providers need to continue to develop their awareness and understanding of the experiences that their staff encounters in the organizations, so that they can receive resources to support their positive health in working for people with intellectual disabilities.

Received, understanding and satisfaction of National Health Insurance premium subsidy scheme by families of children with disabilities: a census study in Taipei City

The purposes of the present study are to provide the first data on utilization, understanding and satisfaction of the National Health Insurance (NHI) premium subsidy for families of children with disabilities in Taipei. Data from the 2001 Taipei Early Intervention Utilization and Evaluation Survey for Aged 0-6 Children with Disabilities were analyzed. In the study, a total of 1006 questionnaires were mailed, of which 340 valid questionnaires were returned, giving a response rate of 33.8%. More than one-third of families of children with disabilities did not receive any financial subsidy of National Health Insurance (NHI). Less than half of the respondents (43.8%) understood the NHI premium subsidy policy completely, while 28.7% partial understood and 27.5% still did not know this auxiliary policy. Approximately 38.5% of the respondents were specifically very satisfied or satisfied, with the NHI subsidy program. There were 18.9% respondents who felt dissatisfied or very dissatisfied with the NHI scheme for children with disabilities in Taiwan. Chi-square or t-test analyses were significant for the caregiver's age (p<0.05), children's disability onset and disability diagnosed age and disability level (p<0.01) on receiving the subsidy assistance. A multiple stepwise logistic regression revealed that the factor of 'onset age of disability' was slightly significant associated with the use of NHI premium subsidy (OR=0.966; 95% CI=0.947-0.986). Health policies should aim to reduce the inequity in NHI premium subsidy utilization and improve their understanding and satisfaction toward this subsidy scheme.