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Empiric investigation on direct costs-of-illness and healthcare utilization of Medicaid patients with diabetes mellitus.

OBJECTIVE: To determine total direct costs-of-illness and to study the influence of different factors affecting these costs. In addition, we examined each type of service (e.g., hospitalization, outpatient care, prescription drugs, physician encounters, and laboratory tests) for diabetic Medicaid patients to provide evidence about the relationship between diabetic patients' healthcare utilization and their related predictors. PATIENTS AND METHODS: A total of 7931 patients with diabetes who were 65 years or younger in the Alabama Medicaid program from 1992 to 1995 were studied. Using a relational database created from Medicaid claims, multiple regression and canonical correlation methods were used to analyze the patients' direct costs-of-illness, including the costs associated with each healthcare service used by each patient. RESULTS: The costs of hospitalization, outpatient care, prescription drugs, and physician encounters were the four largest components of the direct costs-of-illness for diabetic Medicaid patients, comprising 29.9%, 21.3%, 28.2%, and 14.3%, respectively. After controlling for other factors in an empiric model, the direct costs-of-illness for a patient with insulin-dependent diabetes mellitus was $5160 higher than for a patient with noninsulin-dependent diabetes mellitus during the 3-year study. The cost for a patient with renal dysfunction was $59,920 higher than for other diabetic patients. Each increase in the number of different prescribing physicians per patient was associated with a cost increase of $450. Each additional comorbidity increased the cost by $735 per patient. The cost for a male patient was $2140 higher than that for a female patient, and the cost for a white patient was $1330 higher than that for a non-white patient. For a patient who relied on diet to control diabetes, there were $2750 less in costs compared with other patients during the study period. More than 20% of the variability in patients' healthcare utilization costs was explained by the set of predictive factors. CONCLUSIONS: The direct costs-of-illness and healthcare utilization for Medicaid diabetic patients were significantly accounted for by the number of comorbidities, the number of different physicians visited, insulin-dependent diabetes mellitus, and complications (especially renal dysfunction). Patients who relied on dietary therapy and exercise to control their diabetes had lower healthcare costs and utilization than other patients. A significant amount of healthcare costs and utilization might be controlled or reduced if diabetes disease management can successfully be aimed at preventing diabetic complications, controlling comorbidities, and minimizing the number of different physicians visited.

Adolescent↗

Healthcare utilization among women with eating disordered behavior.

This study was designed to explore relationship between self-reported eating disordered behavior (without formally established eating disorder diagnoses) and healthcare utilization among women in a primary care setting. Through a self-report questionnaire, 150 participants between the ages of 17 and 49 were asked if they had ever vomited, starved themselves, or abused laxatives in a manner that was intentional and self-harming (i.e., eating disordered behavior identified as pathologic by the participant). Participants who reported a history of disordered eating (n = 17) exhibited higher scores on two of five measures of healthcare utilization (mean number of telephone contacts and mean number of specialist referrals) compared with participants without eating disorders (n = 133). These data suggest that eating disordered behavior may be a predictor of increased healthcare utilization among women in primary care settings.

Adolescent↗

Mindfulness-based stress reduction and healthcare utilization in the inner city: preliminary findings.

CONTEXT: Research on mindfulness-based stress reduction (MBSR) has focused on measuring symptom reduction in middle-class and working-class populations. The present study examined inner-city patients' healthcare utilization before and after an MBSR intervention. OBJECTIVE: To determine whether completion of an MBSR program resulted in changes in healthcare utilization in an inner-city population. DESIGN: Medical chart review compared the number and diagnoses of health center visits during the year before patients entered the MBSR program with the year following completion of the program. SETTING: The Community Health Center in Meriden, Conn. PATIENTS: The chart review process examined healthcare utilization patterns for 73 patients: 54 who completed the MBSR program in Spanish and 19 who completed the program in English. The focus of this study is a subgroup of 47 patients for whom a complete year of data were available before and after the intervention. INTERVENTION: An 8-week course in MBSR. MAIN OUTCOME MEASURES: The number and diagnoses of patients' health center visits before and after completion of the MBSR program. RESULTS: A significant decrease in the number of chronic care visits was found among the 47 patients for whom complete data were available. The 36 patients who completed the Spanish courses demonstrated a significant decrease in total medical visits and chronic care visits. CONCLUSIONS: The results of this study suggest that MBSR may help contain healthcare costs by decreasing the number of visits made by inner-city patients to their primary care providers after completing the MBSR program.

Adult↗

Skatepark-related injuries in a southern California skatepark and their associated short-term disability and healthcare utilization.

OBJECTIVE: To assess the types of injuries, the extent of short-term disability, and the degree of healthcare utilization in skatepark-injured patients. DESIGN: The study design was a prospective case series with 1-year follow-up. SETTING: Level I trauma center and emergency department located in Orange, California. PARTICIPANTS: Subjects age 7 years or older who sustained an injury at a local skatepark and were treated in our emergency department were included in the study. Ninety-five subjects were enrolled with a total of 97 injury encounters. MAIN OUTCOME MEASUREMENTS: Types of injuries, extent of short-term disability, degree of healthcare utilization. RESULTS: Emergency department diagnoses included 57 fractures, 6 dislocations, 15 strains/sprains/contusions, 7 lacerations, 2 dental fractures, 9 head injuries, and 1 intra-abdominal injury. Nine of the emergency department encounters terminated in admission to the hospital. The peak sum of time lost from school, work, parental time lost from work, and specialist visits were found to occur at 1 month postinjury. Similarly, the number of postinjury follow-up medical visits peaked at the 1-month interval. Subject disability was largely categorized as moderate initially, with a subsequent reduction to no disability by the 9th postinjury month. CONCLUSION: Skatepark-related injuries can yield substantial time lost from school and work, considerable short-term disability, and an increase in healthcare resource utilization.

Adolescent↗

Non-motor symptoms and healthcare utilization before diagnosis of myasthenia gravis: a nationwide cohort study.

BACKGROUND: Non-motor symptoms have been reported prior to myasthenia gravis (MG) diagnosis. However, the temporal patterns of non-motor symptoms and healthcare utilization before MG diagnosis remain unclear. METHODS: We conducted a retrospective, population-based cohort study using the Korean National Health Insurance Service (KNHIS) database from 2011 to 2021. Incident MG cases were identified using the International Classification of Diseases, Tenth and Rare Intractable Disease codes. Individuals younger than 20  years or with missing health screening data were excluded. Each MG case was matched 1:10 by age, sex, and index date to controls. Non-motor symptoms and healthcare utilization were defined using operational criteria derived from KNHIS claims data. Rate ratios (RRs) and 95 % confidence intervals (CIs) were estimated across four prespecified intervals (0-1, 1-2, 2-5, and 5-10  years) before MG diagnosis. RESULTS: We included 8,355 MG patients and 83,550 controls (mean age, 53.7  years; male, 44 %). MG patients had higher rates of any non-motor symptoms over 10  years(RR 1.34; 95 % CI 1.30-1.39), with the sharpest increase in the year before diagnosis. Depression, anxiety, migraine, constipation, and insomnia consistently showed higher RRs across all intervals. Hospitalizations (RR 1.66; 95 % CI 1.61-1.71) and outpatient clinic visits (RR 1.10; 95 % CI 1.04-1.17) were consistently higher across 10  years, peaking during the 0-1 year before MG diagnosis. CONCLUSION: Non-motor symptoms and healthcare utilization increased years before MG diagnosis. Earlier recognition of these symptom patterns may facilitate timelier evaluation for MG and improve diagnostic pathways.

Humans↗

Health, healthcare utilization, and satisfaction with service: barriers and facilitators for older Korean Americans.

The present study assessed predictive models of subjective perception of health, healthcare utilization (hospital visits), and satisfaction with healthcare service using a sample of 230 older Korean Americans. Predisposing characteristics (age, sex, and education), health needs (chronic conditions, functional disability, and number of sick days), and a variety of enabling factors (health insurance, English speaking ability, transportation, living arrangement, trust in Western medicine, and reported experience of disrespect in medical settings) were considered. After controlling for predisposing and need factors, health insurance coverage was found to be a significant enabling factor for hospital visits. Subjective perception of health was found to be significant not only for healthcare utilization, but also for satisfaction with service. A greater likelihood of satisfaction was also observed in individuals with health insurance, better English-speaking ability, and greater trust in Western medical care. The reported experience of disrespect or discrimination in medical settings significantly reduced the odds of satisfaction with service.

Aged↗

Borderline personality disorder and traits in veterans: psychiatric comorbidity, healthcare utilization, and quality of life along a continuum of severity.

OBJECTIVE: To examine the presence of borderline personality disorder (BPD) traits in Gulf War veterans, and to assess psychiatric comorbidity, health status, healthcare utilization, and quality of life (QOL) along a continuum of BPD trait severity. METHOD: BPD and traits were evaluated using the Schedule for Non-Adaptive and Adaptive Personality in 576 veterans who were either deployed to the Persian Gulf (1990-1991) or were on active duty though not deployed to the Gulf. Demographic and military characteristics, personal and family history, psychiatric comorbidity, and QOL were also assessed. RESULTS: One or more BPD traits were present in 247 subjects (43%), and BPD (>5 traits) was identified in 15 subjects (3%). The number of traits was significantly associated with age and level of education. Lifetime psychiatric comorbidity was significantly associated with the number of BPD traits present, and level of functioning, health status, healthcare utilization, social functioning, self-injurious tendencies, and military/behavioral problems. CONCLUSION: BPD and traits identified in Gulf War veterans were associated with significant psychiatric morbidity, poorer QOL, and increased utilization of healthcare resources. Early recognition and treatment of veterans with BPD symptoms may be warranted to minimize the burden on the healthcare system.

Adult↗

Health and healthcare utilization among single mothers and single fathers in Sweden.

AIMS: To analyse self-rated health and healthcare utilization with regard to whether the respondents were single or couple parents, mothers or fathers. METHODS: A postal questionnaire was distributed nationwide to 4,000 randomly chosen individuals 20-64 years of age, with a response rate of 66%. A total of 1,041 respondents had legal custody of a child (150 were single parents and 891 were couple parents), and thus met the definition of a parent used for this study. Analyses of self-rated health and health care utilization were performed according to sex, age, sociodemographic, and socioeconomic characteristics. Three different statistical methods were applied: Spearman correlation analyses, chi-square analyses and multivariate logistic regression. RESULTS: Both single fathers and single mothers reported worse health than their couple counterparts. However, single fathers had contact with a physician more frequently (OR 1.84) than couple fathers, whereas single mothers did not. Furthermore, single mothers refrained from seeing a physician despite a medical need much more often (OR 2.07) than couple mothers. CONCLUSIONS: An uneven distribution of sociodemographic and socioeconomic characteristics might help us to understand why single parents, both mothers and fathers, have worse health than parents who live together. Previously recognized gender differences with regard to healthcare utilization were present in our study as well, and it is possible that these differences are related to the unequal distribution of sociodemographic and socioeconomic assets between single fathers and single mothers found here.

Adult↗

Disaster and subsequent healthcare utilization: a longitudinal study among victims, their family members, and control subjects.

BACKGROUND: The impact of disasters on primary healthcare utilization is largely unknown. Moreover, it is often overlooked how disaster affects those closest to the primary victims, their family members. OBJECTIVE: The objective of this study was to examine the long-term effects of a catastrophic fire on primary healthcare utilization. RESEARCH DESIGN: We conducted a prospective, population-based cohort study covering 1 year pre- and 3 years postfire. Utilization data were extracted from primary care records. SUBJECTS: Subjects consisted of 286 disaster victims, 802 family members of disaster victims, 3722 community control subjects, and 10,230 patients from a national reference population. MEASURES: As outcome measures, we studied 1) the annual number of contacts in primary care and 2) the annual number of contacts for problems related to mental health. Determinants are injury characteristics of victims and bereavement. All analyses control for age, gender, and insurance status. RESULTS: Being an uninjured victim who witnessed the disaster increases the number of contacts by a factor of 1.55 during the first year postfire (95% confidence interval [CI], 1.35-1.78). Uninjured victims contact the family practitioner more often for mental health-related problems than adolescent community control subjects (incidence rate ratio [IRR], 4.54; 95% CI, 1.69-12.20). In adult family members, the loss of a child predicts overall utilization (IRR, 1.88; 95% CI, 1.35-2.63) and utilization for mental health (IRR, 8.69; 95% CI, 2.10-35.92) during the first year postfire. CONCLUSION: Attention should be paid to the primary care needs of bereaved individuals and those who have witnessed the disaster.

Adolescent↗

Healthcare utilization and mortality among veterans of the Gulf War.

The authors conducted an extensive search for published works concerning healthcare utilization and mortality among Gulf War veterans of the Coalition forces who served during the 1990-1991 Gulf War. Reports concerning the health experience of US, UK, Canadian, Saudi and Australian veterans were reviewed. This report summarizes 15 years of observations and research in four categories: Gulf War veteran healthcare registry studies, hospitalization studies, outpatient studies and mortality studies. A total of 149728 (19.8%) of 756373 US, UK, Canadian and Australian Gulf War veterans received health registry evaluations revealing a vast number of symptoms and clinical conditions but no suggestion that a new unique illness was associated with service during the Gulf War. Additionally, no Gulf War exposure was uniquely implicated as a cause for post-war morbidity. Numerous large, controlled studies of US Gulf War veterans' hospitalizations, often involving more than a million veterans, have been conducted. They revealed an increased post-war risk for mental health diagnoses, multi-symptom conditions and musculoskeletal disorders. Again, these data failed to demonstrate that Gulf War veterans suffered from a unique Gulf War-related illness. The sparsely available ambulatory care reports documented that respiratory and gastrointestinal complaints were quite common during deployment. Using perhaps the most reliable data, controlled mortality studies have revealed that Gulf War veterans were at increased risk of injuries, especially those due to vehicular accidents. In general, healthcare utilization data are now exhausted. These findings have now been incorporated into preventive measures in support of current military forces. With a few diagnostic exceptions such as amyotrophic lateral sclerosis, mental disorders and cancer, it now seems time to cease examining Gulf War veteran morbidity and to direct future research efforts to preventing illness among current and future military personnel.

Gulf War↗

The effect of Employee Assistance Programs use on healthcare utilization.

OBJECTIVE: To estimate the effect of Employee Assistance Program (EAP) use on healthcare utilization as measured by health claims. DATA SOURCES: A unique data set that combines individual-level information on EAP utilization, demographic information, and health insurance claims from 1991 to 1995 for all employees of a large midwestern employer. STUDY DESIGN: Using "fixed-effect" econometric models that control for unobserved differences between individuals' propensities to use healthcare resources and the EAP, we perform our analyses in two steps. First, for those employees who visited the EAP, we test whether post-EAP claims differ from pre-EAP claims. Second, we combine claims data of individuals who went to an EAP with those of individuals who did not use an EAP to test whether differences in utilization exist between EAP users and nonusers. DATA COLLECTION METHODS: From the EAP we obtained the date of first EAP contact for all employees who used the service, and from the company's human resources department we obtained limited demographic data on all employees. We obtained healthcare utilization claims data on all employees and their dependents from the company's two healthcare plans: a fee-for-service (FFS) plan and a health maintenance organization (HMO) plan. PRINCIPAL FINDINGS: We found that going to an EAP substantially increases both the probability of an alcohol, drug abuse, or mental health (ADM) claim and the number of ADM claims in the same quarter as EAP contact. The increased probability of an ADM claim persists for approximately 11 quarters after the initial contact, while the increased ADM charges persist for approximately six quarters after the initial EAP contact. CONCLUSIONS: Our results strongly suggest that the EAP is able to identify behavioral and other health problems that may affect workplace performance and prompt EAP users to access ADM and other healthcare. Consistent with the stated goals of many EAPs, including the one examined in this study, this process should improve individuals' health, family functioning, and workplace performance.

Alcoholism↗

A population-based analysis of healthcare utilization of persons with back disorders: results from the Canadian Community Health Survey 2000-2001.

STUDY DESIGN: A retrospective, population-based analysis. OBJECTIVES: To analyze the utilization of a variety of healthcare services for persons with and without a chronic back disorder, and to identify factors associated with specific patterns of healthcare resource use. SUMMARY OF BACKGROUND DATA: Although there have been studies of how chronic back disorders influence the use of specific healthcare services, we do not currently have a broad, population-based overview of how this condition influences healthcare service utilization. METHODS: Person-level data were taken from the 2000-2001 Canadian Community Health Survey (CCHS), a nationwide cross-sectional survey of health determinants, health status, and health system utilization of Canadians. A series of binary logistic regressions examining healthcare resource utilization were performed on a full study sample (n = 113,229), as well as a restricted sample (n = 36,713) with attention focused on subjects with a single diagnosis of a chronic back disorder. RESULTS: Persons with chronic back disorders were more likely to use physician resources (multivariate odds ratio [OR] = 1.2; 95% confidence interval, 1.1-1.2), and nonphysician resources (OR range, 2.1-3.6) compared with persons without the condition, with chiropractic care having an odds ratio of 3.6 (95% confidence interval, 3.5-3.8). Higher socioeconomic status, the presence of activity-limiting pain, and depressive symptoms were associated with a significant increase in utilization of almost all healthcare services. CONCLUSIONS: With increasing disability as indicated by the presence of pain and functional limitations, and the presence of depressive symptoms, the higher the utilization of physician and nonphysician resources, with the exception of chiropractic care, which appears to be used by those with less severe symptoms. Lower socioeconomic status was associated with significantly lower receipt of services for almost all healthcare providers.

Adult↗

Healthcare utilization in women with obstructive sleep apnea syndrome 2 years after diagnosis and treatment.

UNLABELLED: SUBJECTIVE OBJECTIVES: To document healthcare utilization 2 years after diagnosis in women with obstructive sleep apnea syndrome (OSAS). DESIGN: Retrospective observational cohort study. SETTING: Tertiary university-based medical center. PATIENTS AND CONTROLS: Four hundred and fourteen women with OSAS were matched with 1404 women from the general population who served as controls. INTERVENTIONS: Patients were treated with continuous positive airway pressure (CPAP) or were recommended weight loss alone. MEASUREMENTS AND RESULTS: There were 231 treatment compliant (TC) patients, 91 patients not using CPAP (NCU), and 92 patients who were only recommended weight loss (WL). In the entire group, there was increase in fees of $123.43+/-$25.01 in the 2 years before diagnosis and a reduction of fees of $37.96+/-$21.35 in the 2 years after diagnosis (p < .0001). Physician claims increased in the 2 years before diagnosis by $111.22+/-31.35 in TC and by $152.77+/-59.55 in the NCU groups and then decreased in TC by $20.96+/-$26.60 (p < .01) and NCU by $72.20 +/-45.91 in the 2 years after diagnosis (p < .01). The fees in WL group did not change significantly. The number of clinic visits of the entire group increased in the 2 years before diagnosis by 2.32+/-0.43 and decreased over the next 2 years by 1.48+/-0.42 visits (p < .0001). There was an increase of clinic visits in the 3 subgroups in the 2 years before diagnosis (2.30+/-0.57 in TC, 2.55+/-0.99 in NCU, and 2.18+/-0.82 in WL groups) followed by a reduction of clinic visits over the next 2 years (1.56+/-0.55 fewer visits in TC [p < .0001], 1.70+/-0.90 in NCU [p < .01], and 1.04+/-0.90 in the WL group [p < .05] ). CONCLUSIONS: Healthcare utilization in women with OSAS increased in the years before sleep-clinic evaluation and then decreased in the following 2 years.

Body Mass Index↗

Trends in health and healthcare utilization in Manitoba.

Trends in health status and healthcare utilization were examined for regions of Manitoba from 1985 to 2000. While the provincial premature mortality rate decreased, the difference between the northern and southern regions increased. Hospital admissions remained stable despite major bed closures and an aging population; a decrease in hospital days per capita was observed in all regions. Physician contact rates also remained constant despite a 40% increase in the number of seniors.

Adolescent↗

Health, healthcare utilization and psychiatric disorder in people with intellectual disability in Taiwan.

OBJECTIVES: The aims of the present study were to examine health characteristics and healthcare utilization in relation to people with intellectual disability (ID) having psychiatric disorders in Taiwan. METHODS: A cross-sectional study was employed; study subjects were recruited from the National Disability Registration Database. Taiwan, stratified by administrative geographical area for the study. Statistical analysis of 1026 carers for people with ID was made to examine the health status and healthcare utilization of individuals with ID having psychiatric disorders. RESULTS: Approximately 12.1% of people with ID had psychiatric disorders. These individuals were more likely to be poorer in health condition and consuming more medical services (in the outpatient, inpatient and emergency care areas), than those individuals without psychiatric disorders. These individuals with psychiatric disorders were also taking medicines regularly at a far greater percentage than did those without psychiatric disorders. CONCLUSIONS: Given the high prevalence of psychiatric disorders among individuals with ID, the healthcare system should take further steps to develop an appropriate health status monitoring system and community-based and easily accessible mental health services for them.

Adolescent↗

Healthcare utilization of nursing home residents: comparison between decedents and survivors.

OBJECTIVES: To determine whether residents who die while in the nursing home have higher healthcare utilization than survivors and whether the utilization in the periods before death varies with length of stay in the nursing home. DESIGN: Descriptive, longitudinal study comparing medical service use of residents who died during the study period with that of residents who remained alive in the facility. SETTING: Fifty-nine nursing homes in Maryland. Data were collected between 1992 and 1995. PARTICIPANTS: A random sample of 1,195 residents. MEASUREMENTS: Rates of hospitalization, emergency department visits, and medical visits in aggregate and in an initial 30-day and subsequent 90-day intervals after admission to the nursing home. RESULTS: Residents who died during the 2-year study period had significantly greater mean rates of utilization of all types of health care than residents who were not discharged from the nursing home, even when controlling for dementia diagnosis, age, functional status, and number of comorbid conditions. Those who died within a month of admission had significantly more emergency department and medical visits than those who died after a longer stay. CONCLUSION: The pattern of high healthcare utilization before death is consistent with studies of the overall Medicare population that show an increase in Medicare expenditures in the period before death.

Aged↗

Patient attitudes regarding healthcare utilization and referral: a descriptive comparison in African- and Caucasian Americans with chronic pain.

The purpose of this study was to evaluate healthcare utilization and referral patterns for pain management services in a racially and ethnically diverse population. A study-specific mail survey was directed at African- (N=324) and Caucasian Americans (N=300) receiving chronic pain treatment at a tertiary care pain center to address their healthcare access, referral, and utilization patterns. Overall, 46% (N=286) responded, with the majority of respondents being Caucasian Americans (57%) and women (68%). The majority (58%) reported asking their physicians to refer them to a pain physician. African Americans were more likely to report that chronic pain was a major reason for financial problems. They made significantly more visits to the emergency room for pain care. African Americans agreed more that ethnicity and culture affected access to healthcare and pain management. They also tended to agree more than Caucasian Americans that pain medication could not control pain. These results demonstrate significant differences in healthcare utilization, access, and attitudes amongst African- and Caucasian Americans receiving chronic pain management. In light of the socioeconomic and health consequences of chronic pain, these results suggest the need for further studies addressing variability in pain care access and utilization in diverse populations.

Black or African American↗

Geriatric drug therapy and healthcare utilization in the United kingdom.

OBJECTIVE: To describe the use of prescription drug therapy, especially polypharmacy, in an elderly general population; to relate that use to age, gender, and different types of healthcare utilization; and to investigate the influence of selection of different time windows on the result of the quantity as well as the categories of drugs used. METHODS: Data on a sample of 5000 patients aged 65-90 years in 1996 were derived from the General Practice Research Database (GPRD). The population covered by GPRD is broadly representative of the UK population treated in general practice. Drug use was assessed using 2 time windows - current use of individual drugs on a random day (index date) and 1 month following the index date. Healthcare utilization was analyzed by use of information on visits to general practitioners (GPs), hospitalizations, and referrals to specialists. RESULTS: Women used more drugs than men; however, the prevalence of polypharmacy, defined as concomitant use of > or =5 drugs, was similar in both genders. The most frequently used therapeutic groups were cardiovascular, central nervous, and gastrointestinal system drugs. Almost 80% of both women and men visited a GP at least once a year. Overall, women used more ambulatory care services and men were hospitalized more often. Use of random date compared with 1-month period resulted in a significant underestimation of the amount of drugs used for acute conditions and, consequently, the risk of polypharmacy. CONCLUSIONS: The overall results confirm the findings in earlier studies suggesting that the GPRD might be a useful tool in further studies on prescription drug use among elderly persons. More information on the appropriateness of drug use is needed to prevent overuse as well as underuse of medications among the elderly.

Age Factors↗