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Dive into the research topics where Wen-Chieh Lin is active.

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Featured researches published by Wen-Chieh Lin.


American Journal of Public Health | 2013

Health Care Utilization Patterns of Homeless Individuals in Boston: Preparing for Medicaid Expansion Under the Affordable Care Act

Monica Bharel; Wen-Chieh Lin; Jianying Zhang; Elizabeth O’Connell; Robert Taube; Robin E. Clark

OBJECTIVES We studied 6494 Boston Health Care for the Homeless Program (BHCHP) patients to understand the disease burden and health care utilization patterns for a group of insured homeless individuals. METHODS We studied merged BHCHP data and MassHealth eligibility, claims, and encounter data from 2010. MassHealth claims and encounter data provided a comprehensive history of health care utilization and expenditures, as well as associated diagnoses, in both general medical and behavioral health services sectors and across a broad range of health care settings. RESULTS The burden of disease was high, with the majority of patients experiencing mental illness, substance use disorders, and a number of medical diseases. Hospitalization and emergency room use were frequent and total expenditures were 3.8 times the rate of an average Medicaid recipient. CONCLUSIONS The Affordable Care Act provides a framework for reforming the health care system to improve the coordination of care and outcomes for vulnerable populations. However, improved health care coverage alone may not be enough. Health care must be integrated with other resources to address the complex challenges presented by inadequate housing, hunger, and unsafe environments.


Journal of the American Geriatrics Society | 2011

Chronic Physical Conditions in Older Adults with Mental Illness and/ or Substance Use Disorders

Wen-Chieh Lin; Jianying Zhang; Gary Y. Leung; Robin E. Clark

To examine the association between mental illness and chronic physical conditions in older adults and investigate whether co‐occurring substance use disorders (SUDs) are associated with greater risk of chronic physical conditions beyond mental illness alone.


American Journal of Public Health | 2015

Frequent Emergency Department Visits and Hospitalizations Among Homeless People With Medicaid: Implications for Medicaid Expansion

Wen-Chieh Lin; Monica Bharel; Jianying Zhang; Elizabeth O'Connell; Robin E. Clark

OBJECTIVES We examined factors associated with frequent hospitalizations and emergency department (ED) visits among Medicaid members who were homeless. METHODS We included 6494 Massachusetts Medicaid members who received services from a health care for the homeless program in 2010. We used negative binomial regression to examine variables associated with frequent utilization. RESULTS Approximately one third of the study population had at least 1 hospitalization and two thirds had 1 or more ED visits. More than 70% of hospitalizations and ED visits were incurred by only 12% and 21% of these members, respectively. Homeless individuals with co-occurring mental illness and substance use disorders were at greatest risk for frequent hospitalizations and ED visits (e.g., incidence rate ratios [IRRs] = 2.9-13.8 for hospitalizations). Individuals living on the streets also had significantly higher utilization (IRR = 1.5). CONCLUSIONS Despite having insurance coverage, homeless Medicaid members experienced frequent hospitalizations and ED visits. States could consider provisions under the Patient Protection and Affordable Care Act (e.g., Medicaid expansion and Health Homes) jointly with housing programs to meet the needs of homeless individuals, which may improve the quality and cost effectiveness of care.


Psychiatric Services | 2011

Behavioral Disorders and Diabetes-Related Outcomes Among Massachusetts Medicare and Medicaid Beneficiaries

Gary Leung; Jianying Zhang; Wen-Chieh Lin; Robin E. Clark

OBJECTIVE The study investigated whether Massachusetts beneficiaries of Medicare, Medicaid, or both programs who have behavioral disorders have higher rates of diabetes-related complications and hospitalizations. METHODS This was a retrospective study using merged Medicare and Medicaid claims data from Massachusetts in 2004 and 2005. The study included beneficiaries who had type 2 diabetes, who stayed in nursing homes for fewer than 90 days, and who were enrolled in Medicare or Medicaid (or both) for at least ten months during the study period. ICD-9-CM and Current Procedural Terminology codes were used to identify diabetes complications (eye complications, nephropathy, neuropathy, ischemic heart disease, cerebrovascular disease, lower-limb amputations, and diabetes-related hospitalizations). The rates of adverse diabetes outcomes were compared across behavioral disorders as identified by ICD-9-CM diagnoses. While adjusting for case mix, multivariate logistic regressions were performed to compare the odds of adverse diabetes outcomes among people with mental or substance use disorders with those without these disorders. RESULTS A total of 106,174 individuals met inclusion criteria. Results from adjusted analysis showed a mixed picture of the relationships between behavioral disorders and adverse diabetes outcomes. Although substance use disorders were associated with higher odds of lower-limb amputations and diabetes-related hospitalizations, beneficiaries with schizophrenia or paranoid states had lower odds of adverse diabetes outcomes. CONCLUSIONS Medicaid and Medicare beneficiaries with alcohol or drug use disorders had higher rates of adverse diabetes outcomes than other groups, whereas beneficiaries with mental disorders had lower rates of diabetes-related complications.


American Journal of Geriatric Psychiatry | 2011

Twelve-Month Diagnosed Prevalence of Behavioral Health Disorders Among Elderly Medicare and Medicaid Members

Wen-Chieh Lin; Jianying Zhang; Gary Y. Leung; Robin E. Clark

OBJECTIVES We examined the 12-month diagnosed prevalence of behavioral health disorders (BHDs) and dementia among elderly Medicare and Medicaid members in Massachusetts by primary payment source group (dual eligible, Medicare only, and Medicaid only) and age group (65-74 years, 75-84 years, and 85 years and older). DESIGN A retrospective cross-sectional study. SETTING Medicare and Medicaid programs. PARTICIPANTS Massachusetts Medicare or Medicaid enrollees age 65 and older as of January 1, 2005, (N = 679,182). MEASUREMENTS International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes recorded on Medicare and Medicaid claims were used to identify the BHDs. RESULTS The 12-month diagnosed prevalence was 19.4% for any BHD and 11.2% for dementia. The most common BHDs by disease category were major depression (severe mental illness [SMI]), other depression (other mental illness [OMI]), and alcohol abuse or dependence (subtance use disorder [SUD]). Dual eligibles had a considerably higher diagnosed prevalence of any BHD (38.8%), compared with 16.1% in the Medicare only group. The 12-month diagnosed prevalence of SMI, OMI, and dementia was higher in the older-age groups. Co-occurring SUD was higher for younger dual eligibiles. Dementia and mental illness co-occurred at much higher rates for dual eligibles than for either of the single-insurance groups. This combination increased with age in all three groups. CONCLUSIONS The 12-month prevalence of BHDs and dementia among elderly dual eligibles was disproportionately higher than other elderly Medicare or Medicaid members. However, access barriers to behavioral health services for this vulnerable population could be significant because Medicare and Medicaid payment limitations resulted in financial disincentives for providing these services.


Psychological Services | 2017

Cost of health care utilization among homeless frequent emergency department users

Matthew S. Mitchell; Casey León; Thomas Byrne; Wen-Chieh Lin; Monica Bharel

Research demonstrates that homelessness is associated with frequent use of emergency department (ED) services, yet prior studies have not adequately examined the relationship between frequent ED use and utilization of non-ED health care services among those experiencing homelessness. There has also been little effort to assess heterogeneity among homeless individuals who make frequent use of ED services. To address these gaps, the present study used Medicaid claims data from 2010 to estimate the association between the number of ED visits and non-ED health care costs for a cohort of 6,338 Boston Health Care for the Homeless Program patients, and to identify distinct subgroups of persons in this cohort who made frequent use of ED services based on their clinical and demographic characteristics. A series of gamma regression models found more frequent ED use to be associated with higher non-ED costs, even after adjusting for demographic and clinical characteristics. Latent class analysis was used to examine heterogeneity among frequent ED users, and the results identified 6 characteristically distinct subgroups among these persons. The subgroup of persons with trimorbid illness had non-ED costs that far exceeded members of all 5 other subgroups. Study findings reinforce the connection between frequent ED use and high health care costs among homeless individuals and suggest that different groups of homeless frequent ED users may benefit from interventions that vary in terms of their composition and intensity.


The American Journal of Managed Care | 2011

Behavioral Health Disorders and Adherence to Measures of Diabetes Care Quality

Gary Y. Leung; Jianying Zhang; Wen-Chieh Lin; Robin E. Clark


American Journal of Public Health | 2016

Lin et al. Respond

Wen-Chieh Lin; Robin E. Clark; Jianying Zhang; Elizabeth O’Connell; Monica Bharel


Archive | 2016

for groups with various levels of ED use, the study provides useful information to assist the planning of interventions.

Wen-Chieh Lin; Robin E. Clark; Jianying Zhang; Monica Bharel


Archive | 2015

FrequentEmergencyDepartmentVisitsand HospitalizationsAmongHomelessPeopleWithMedicaid: ImplicationsforMedicaidExpansion

Wen-Chieh Lin; Monica Bharel; Jianying Zhang; Robin E. Clark

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Jianying Zhang

University of Massachusetts Medical School

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Robin E. Clark

University of Massachusetts Medical School

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Elizabeth O'Connell

University of Massachusetts Medical School

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Gary Y. Leung

University of Massachusetts Medical School

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Elizabeth O’Connell

University of Massachusetts Medical School

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Mary Kay Browne

University of Massachusetts Medical School

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Sandra Albright

University of Massachusetts Medical School

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Yat (Gary) Hung Leung

University of Massachusetts Medical School

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Darlene M. O'Connor

University of Massachusetts Medical School

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