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Popul Health Manag ; 26(6): 441-444, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37903232
3.
Popul Health Manag ; 26(1): 60-71, 2023 02.
Article in English | MEDLINE | ID: mdl-36799934

ABSTRACT

Mental health issues often result in significant impairment and financial challenges, both at home and in the workplace. Solutions vary widely in their usage and cost-effectiveness. This study presents an analysis of medical and prescription drug spending and utilization data for the employees of 4 companies who were eligible for an evidence-based workforce mental health program (WMHP). A variation of coarsened exact matching paired WMHP users to nonusers, based on demographics, location, and medical factors. Individuals included 2791 pairs of members whose medical claims were incurred in 2018 and 3883 pairs with claims in 2019. Using a cost efficiency measurement process, mean cost and utilization per person per year (PPPY) were compared. WMHP users had lower medical (-$2295 in 2018; -$2304 in 2019) and prescription drug spending (-$295 in 2018; -$312 in 2019). Over half of the cost reduction (-$1252 in 2018; -$1211 in 2019) resulted from shifting therapy services from the medical benefit to WMHP. WMHP users attended about 12 sessions PPPY, whereas the comparison group of nonusers attended about 7 mental health office visits PPPY under the medical benefit. WMHP users had more mental health-related visits in both years, but had fewer visits on the medical plan, and fewer emergency department visits for mental health than comparison group members. These results provide evidence that high-quality, evidence-based mental health services can reduce total expenditures and change utilization patterns. Evidence-based WMHP may represent a prudent investment for employers in providing mental health care to employees.


Subject(s)
Mental Health Services , Prescription Drugs , Humans , Mental Health , Health Expenditures , Workplace
4.
J Occup Environ Med ; 60(11): 968-978, 2018 11.
Article in English | MEDLINE | ID: mdl-30407366

ABSTRACT

OBJECTIVE: There is growing interest in the NIOSH Total Worker Health program, specifically in the process of designing and implementing safer, health-promoting work and workplaces. A Total Worker Health (TWH) Research Methodology Workshop was convened to discuss research methods and future needs. METHODS: Twenty-six experts in occupational safety and health and related fields reviewed and discussed current methodological and measurement issues and those showing promise. RESULTS: TWH intervention studies face the same challenges as other workplace intervention studies and some unique ones. Examples are provided of different approaches and their applications to TWH intervention studies, and desired developments in the TWH literature. CONCLUSIONS: This report discusses and outlines principles important to building the TWH intervention research base. Rigorous, valid methodologic, and measurement approaches are needed for TWH intervention as well as for basic/etiologic, translational, and surveillance research.


Subject(s)
Health Promotion/methods , Occupational Health , Program Development/methods , Program Evaluation/methods , Research Design , Humans , Organizational Case Studies/methods , Qualitative Research , Selection Bias , Workplace
5.
Popul Health Manag ; 20(3): 181-188, 2017 06.
Article in English | MEDLINE | ID: mdl-27575977

ABSTRACT

Wellness programs are designed to help individuals maintain or improve their health. This article describes how a reporting process can be used to help manage and improve a wellness program. Beginning in 2014, a wellness pilot program became available in New Jersey for individuals with an AARP Medicare Supplement Insurance plan insured by UnitedHealthcare Insurance Company. The program has since expanded to include Missouri, Texas, Alabama, and Washington. This wellness program includes an online health portal, one-on-one telephonic coaching, gym membership discounts, and local health events. To assure smooth program operations and alignment with program objectives, weekly and monthly reports are produced. The weekly report includes metrics on member engagement and utilization for the aforementioned 4 program offerings and reports on the last 4 weeks, as well as for the current month and the current year to date. The monthly report includes separate worksheets for each state and a summary worksheet that includes all states combined, and provides metrics on overall engagement as well as utilization of the 4 program components. Although the monthly reports were used to better manage the 4 program offerings, the weekly reports help management to gauge response to program marketing. Reporting can be a data-driven management tool to help manage wellness programs. Reports provide rapid feedback regarding program performance. In contrast, in-depth program evaluations serve a different purpose, such as to report program-related savings, return on investment, or to report other longer term program-related outcomes.


Subject(s)
Health Promotion/statistics & numerical data , Health Promotion/standards , Program Evaluation , Aged , Female , Humans , Male , Middle Aged , Quality Improvement , United States
6.
Popul Health Manag ; 20(2): 114-122, 2017 04.
Article in English | MEDLINE | ID: mdl-27419470

ABSTRACT

The objective of this study was to estimate the prevalence of health risk factors by sexual orientation over a 4-year period within a sample of employees from a large firm. Propensity score-weighted generalized linear regression models were used to estimate the proportion of employees at high risk for health problems in each year and over time, controlling for many factors. Analyses were conducted with 6 study samples based on sex and sexual orientation. Rates of smoking, stress, and certain other health risk factors were higher for lesbian, gay, and bisexual (LGB) employees compared with rates of these risks among straight employees. Lesbian, gay, and straight employees successfully reduced risk levels in many areas. Significant reductions were realized for the proportion at risk for high stress and low life satisfaction among gay and lesbian employees, and for the proportion of smokers among gay males. Comparing changes over time for sexual orientation groups versus other employee groups showed that improvements and reductions in risk levels for most health risk factors examined occurred at similar rates among individuals employed by this firm, regardless of sexual orientation. These results can help improve understanding of LGB health and provide information on where to focus workplace health promotion efforts to meet the health needs of LGB employees.


Subject(s)
Diet/statistics & numerical data , Health/statistics & numerical data , Sexuality/statistics & numerical data , Stress, Psychological/epidemiology , Blood Pressure , Body Mass Index , Exercise , Female , Humans , Male , Prevalence , Risk Factors , Smoking/epidemiology
7.
J Occup Environ Med ; 58(9): 896-901, 2016 09.
Article in English | MEDLINE | ID: mdl-27414014

ABSTRACT

OBJECTIVE: Using health plan membership as a proxy for employee retention, the objective of this study was to examine whether use of health promotion programs was associated with employee retention. METHODS: Propensity score weighted generalized linear regression models were used to estimate the association between telephonic programs or health risk surveys and retention. Analyses were conducted with six study samples based on type of program participation. RESULTS: Retention rates were highest for employees with either telephonic program activity or health risk surveys and lowest for employees who did not participate in any interventions. Participants ranged from 71% more likely to 5% less likely to remain with their employers compared with nonparticipants, depending on the sample used in analyses. CONCLUSIONS: Using health promotion programs in combination with health risk surveys may lead to improvements in employee retention.


Subject(s)
Health Promotion/methods , Personnel Turnover , Workplace , Adult , Female , Humans , Male , Middle Aged , Propensity Score , Retrospective Studies , Telephone
8.
J Ambul Care Manage ; 39(3): 186-98, 2016.
Article in English | MEDLINE | ID: mdl-27232680

ABSTRACT

Propensity to succeed modeling was used to identify characteristics associated with higher utilization of a telephone triage program and adherence to nurse recommendations among callers. Characteristics significantly associated with calling the telephone triage service and engaging in triage services were being female and having an elevated health risk score. Callers most likely to adhere to nurse recommendations were younger than 85 years of age, had called on a weekday, and had received a recommendation to seek care at an emergency department or a doctor's office visit. Additional analyses suggest the propensity to succeed modeling is stable and valid.


Subject(s)
Hotlines/statistics & numerical data , Nursing Staff , Patient Compliance , Triage/statistics & numerical data , Aged , Aged, 80 and over , Counseling , Female , Humans , Male , Medicare , United States
10.
Popul Health Manag ; 19(5): 315-23, 2016 10.
Article in English | MEDLINE | ID: mdl-26760079

ABSTRACT

Regular physical activity is strongly linked to prevention of costly chronic health conditions. However, there has been limited examination of the impact that level of participation in physical activity promotion programs has on health care costs. This study examined a fitness reimbursement program (FRP) offered to small employers. FRP participants received $20 reimbursement every month they visited their fitness center ≥12 days. Visits were recorded electronically. Participants were assigned to 4 mutually exclusive cohorts by mean monthly fitness center visits: low (<4 visits); low-moderate (≥4 and <8 visits), high-moderate (≥8 and <12 visits), and high (≥12 visits, which qualified for reimbursement). Cohorts were matched by inverse propensity score weighting on demographic, health status, health care supply, and socioeconomic characteristics. Between-cohort differences in propensity score-weighted health care costs, starting from FRP program sign-up, were examined with a generalized linear model. Analyses were conducted with and without high-cost outliers during the pre- and post-FRP period. A total of 8723 participants (mean follow-up: 11.1 months) were identified during October 2010-June 2013. With high-cost outliers removed (n = 226), a pattern of lower per-member-per-month health care costs was observed with increasing participation: compared with the low cohort, monthly savings were: $6.14 (2.6%) for low-moderate (P = 0.60), $16.40 (6.9%) for moderate-high (P = 0.16), and $20.01 (8.4%) for high (P = 0.08). With high-cost outliers included, significant monthly cost savings were observed for the moderate-high ($43.52, P < 0.01) and high ($52.66, P < 0.001) cohorts. These results indicate directionally positive cost outcomes associated with increasing level of fitness center participation.


Subject(s)
Exercise , Fitness Centers/statistics & numerical data , Health Expenditures/trends , Health Promotion/economics , Adult , Female , Health Benefit Plans, Employee , Humans , Male , Middle Aged , Retrospective Studies
11.
J Occup Environ Med ; 57(10): 1119-26, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26461868

ABSTRACT

OBJECTIVE: To assess the relationship between wellness program participation and employee health risks. METHODS: Data from 173,901 health-risk appraisals and wellness program participation records were used to assess changes in seven health risks (blood pressure, body weight, cholesterol level, nutrition, physical inactivity, stress, and tobacco use). RESULTS: Controlling for baseline covariates, high-risk members who completed only a coaching program were significantly more likely to lower five out of seven health risks than were high-risk members in the comparison group. Participation in multiple wellness activities (eg, biometric screening) increased the odds that risks would be reduced.In addition, the number of risk levels that improved was greater than the total that worsened. CONCLUSIONS: This study provides evidence that wellness program participation was associated with significant risk reduction, particularly among individuals who participated in more than one program.


Subject(s)
Health Behavior , Health Promotion/statistics & numerical data , Health Status Indicators , Occupational Health Services/statistics & numerical data , Occupational Health/statistics & numerical data , Risk Reduction Behavior , Adolescent , Adult , Female , Health Promotion/methods , Humans , Male , Middle Aged , Occupational Health Services/methods , Outcome Assessment, Health Care , Risk Assessment , Self Report , United States , Young Adult
12.
Popul Health Manag ; 18(6): 402-11, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25658872

ABSTRACT

The objective was to develop a propensity to succeed (PTS) process for prioritizing outreach to individuals with Medicare Supplement (ie, Medigap) plans who qualified for a high-risk case management (HRCM) program. Demographic, socioeconomic, health status, and local health care supply data from previous HRCM program participants and nonparticipants were obtained from Medigap membership and health care claims data and public data sources. Three logistic regression models were estimated to find members with higher probabilities of engaging in the HRCM program, receiving high quality of care once engaged, and incurring enough monetary savings related to program participation to more than offset program costs. The logistic regression model intercepts and coefficients yielded the information required to build predictive models that were then applied to generate predicted probabilities of program engagement, high quality of care, and cost savings a priori for different members who later qualified for the HRCM program. Predicted probabilities from the engagement and cost models were then standardized and combined to obtain an overall PTS score, which was sorted from highest to lowest and used to prioritize outreach efforts to those newly eligible for the HRCM program. The validity of the predictive models also was estimated. The PTS models for engagement and financial savings were statistically valid. The combined PTS score based on those 2 components helped prioritize outreach to individuals who qualified for the HRCM program. Using PTS models may help increase program engagement and financial success of care coordination programs.


Subject(s)
Case Management/economics , Medicare/economics , Program Evaluation , Aged , Aged, 80 and over , Cost Savings , Female , Humans , Male , United States
13.
Big Data ; 3(2): 114-25, 2015 06.
Article in English | MEDLINE | ID: mdl-27447434

ABSTRACT

Most healthcare data warehouses include big data such as health plan, medical, and pharmacy claims information for many thousands and sometimes millions of insured individuals. This makes it possible to identify those with multiple chronic conditions who may benefit from participation in care coordination programs meant to improve their health. The objective of this article is to describe how large databases, including individual and claims data, and other, smaller types of data from surveys and personal interviews, are used to support a care coordination program. The program described in this study was implemented for adults who are generally 65 years of age or older and have an AARP(®) Medicare Supplement Insurance Plan (i.e., a Medigap plan) insured by UnitedHealthcare Insurance Company (or, for New York residents, UnitedHealthcare Insurance Company of New York). Individual and claims data were used first to calculate risk scores that were then utilized to identify the majority of individuals who were qualified for program participation. For efficient use of time and resources, propensity to succeed modeling was used to prioritize referrals based upon their predicted probabilities of (1) engaging in the care coordination program, (2) saving money once engaged, and (3) receiving higher quality of care. To date, program evaluations have reported positive returns on investment and improved quality of healthcare among program participants. In conclusion, the use of data sources big and small can help guide program operations and determine if care coordination programs are working to help older adults live healthier lives.


Subject(s)
Insurance, Medigap/statistics & numerical data , Medicare/statistics & numerical data , Aged , Aged, 80 and over , Data Interpretation, Statistical , Delivery of Health Care/economics , Delivery of Health Care/statistics & numerical data , Female , Humans , Male , Models, Statistical , New York , Program Evaluation/statistics & numerical data , Quality of Health Care , United States
14.
Popul Health Manag ; 18(2): 93-103, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25188893

ABSTRACT

The objective was to evaluate the 3-year experience of a high-risk case management (HRCM) pilot program for adults with an AARP Medicare Supplement (Medigap) Insurance Plan. Participants were provided in-person visits as well as telephonic and mailed services to improve care coordination from December 1, 2008, to December 31, 2011. Included were adults who had an AARP Medigap Insurance Plan, resided in 1 of 5 pilot states, and had a Hierarchical Condition Category score>3.74, or were referred into the program. Propensity score weighting was used to adjust for case-mix differences among 2015 participants and 7626 qualified but nonparticipating individuals. Participants were in the program an average of 15.4 months. After weighting, multiple regression analyses were used to estimate differences in quality of care and health care expenditures between participants and nonparticipants. Increased duration in the program was associated with fewer hospital readmissions. Additionally, participants were significantly more likely to have recurring office visits and recommended laboratory tests. The program demonstrated $7.7 million in savings over the 3 years, resulting in a return on investment of $1.40 saved for every dollar spent on the program. Savings increased each year from 2009 to 2011 and with longer length of engagement. The majority of savings were realized by the federal Medicare program. This study focused on quality of care and savings for an HRCM program designed solely for Medicare members with Medicare Supplement coverage. This program had a favorable impact on quality of care and demonstrated savings over a 3-year period.


Subject(s)
Case Management/economics , Health Expenditures , Insurance, Medigap/economics , Medicare/economics , Risk Management/organization & administration , Aged , Aged, 80 and over , Female , Humans , Male , Pilot Projects , Retrospective Studies , United States
15.
Prof Case Manag ; 19(5): 216-23, 2014.
Article in English | MEDLINE | ID: mdl-25084076

ABSTRACT

PURPOSE OF THE STUDY: To find out why individuals choose to engage, disengage, or not to engage in care coordination programs that are meant to improve their health and better navigate the medical care system. PRIMARY PRACTICE SETTING: Care coordination program designed for individuals with an AARP Medicare Supplement Insurance Plan. METHODOLOGY AND SAMPLE: A 2-phase study was used involving insureds eligible for disease, depression, or case management programs. The study focused on those who participated in these programs (i.e., the engaged group), those who left the programs after starting their participation (the disengaged group), and those who never engaged in these programs. A telephone survey was conducted first, followed by focus groups and in-depth telephone interviews to address interesting findings from the survey. RESULTS: The top reasons for program engagement included believing that the program would be helpful (39%), liking its convenience (14%), and because participation was at no additional cost (9%). The top reasons for not engaging included not seeing potential benefit from engagement (28%) and being comfortable with current health care processes (19%). Reasons given for disengaging included lack of time (15%), not believing the program was helpful (13%), not understanding what the program provided (13%), or being unaware of the program (11%). Among the key findings from the focus groups were that individuals who felt they were not getting sufficient support from their medical providers or those needing a sounding board were more likely to engage. IMPLICATIONS FOR CASE MANAGEMENT PRACTICE: This study provides valuable insight regarding how to best engage individuals with such a plan and who are qualified for care coordination programs. These results suggest that those most motivated to engage are those who are well informed of the program benefits and have a perceived need, such as living alone and needing a sounding board.


Subject(s)
Continuity of Patient Care , Aged , Aged, 80 and over , Case Management , Humans , Medicare , Pilot Projects , Surveys and Questionnaires , United States
16.
J Telemed Telecare ; 20(6): 330-8, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25059246

ABSTRACT

Telephone nurse lines help callers to select the most appropriate site and level of care for acute conditions. We examined whether compliance with nurse recommendations was associated with lower average health care expenditure, and identified the employer characteristics associated with higher than average savings. Telephone calls to a nurse-led help line made by commercial health plan members who worked for large employers were identified. The callers' intention before calling and the nurse recommendation regarding site/level of care were recorded. Compliance was determined using medical claims during a 30-day post-call observation period and was based on adherence to nurse recommendations. A total of 132,509 calls during 2012 were identified for the study. Nurse recommendations were that 31% of the callers seek a higher level of care than mentioned at the start of the call, 25% use a lower level of care and 44% pursue their originally intended level of care. After regression-based adjustment, the average medical expenditures were compared between compliers and non-compliers. Overall, 57% of callers were compliant with nurse recommendations. The average expenditures were $328 lower among compliant callers. A logistic regression analysis identified employer characteristics positively associated with achieving higher than average savings. These were having a low employee-to-dependent ratio, a headquarters in the Western region of the US, a low prospective health risk score, and participation by the employer in a targeted communication campaign. Compliance with the triage recommendations resulted in lower average health care expenditures, and several characteristics were positively associated with achieving higher savings.


Subject(s)
Health Care Costs/statistics & numerical data , Hotlines , Remote Consultation/methods , Triage/economics , Adolescent , Adult , Child , Child, Preschool , Communication , Female , Hotlines/economics , Humans , Logistic Models , Male , Middle Aged , Nurse-Patient Relations , Nursing Evaluation Research , Patient Compliance/statistics & numerical data , Patient Satisfaction , Practice Patterns, Nurses'/statistics & numerical data , Prospective Studies , Remote Consultation/economics , Triage/organization & administration , Triage/standards , Young Adult
17.
Popul Health Manag ; 17(5): 297-305, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24892950

ABSTRACT

The objective of this study was to estimate the association between changes in health care expenditures relative to changes in health risk status for employers of all sizes. Repeat health risk assessments (HRAs) were obtained from 50,005 employees and spouses with 2 years of health plan enrollment, and from 37,559 employees and spouses with 3 years of enrollment in employer-sponsored medical coverage. Changes in health care expenditures were measured from the year before completion of the first HRA to the years before and after the completion of the second HRA. Propensity score weighting was used to adjust for those who did not repeat the HRA so results could be extrapolated to the larger population. Propensity score weighted multiple regression analyses were used to estimate the relationship between changes in health care expenditures with changes in risk status for 9 risk categories. Significantly higher health care expenditures were associated with those who moved from low risk to medium or high risk, compared to those who remained low risk. Expenditure reductions estimated for those who improved their health status from high risk to medium or low risk were not statistically significant. This study is unique because of its large sample size, its use of data from a wide range of employer sizes, and its efforts to extend generalizability to those who did not complete both HRAs. These results demonstrate that the potential for short-term health care savings may be greater for programs that help maintain low risk than for programs focused on risk reduction.


Subject(s)
Employer Health Costs , Health Benefit Plans, Employee , Health Expenditures , Adolescent , Adult , Female , Health Status , Humans , Male , Middle Aged , Propensity Score , Retrospective Studies , Risk Assessment , Young Adult
18.
Popul Health Manag ; 17(5): 257-64, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24865849

ABSTRACT

The objective of this study was to evaluate an Emergency Room having a Decision-Support (ERDS) program designed to appropriately reduce ER use among frequent users, defined as 3 or more visits within a 12-month period. To achieve this, adults with an AARP Medicare Supplement Insurance plan insured by UnitedHealthcare Insurance Company (for New York residents, UnitedHealthcare Insurance Company of New York) were eligible to participate in the program. These included 7070 individuals who elected to enroll in the ERDS program and an equal number of matched nonparticipants who were eligible but either declined or were unreachable. Program-related benefits were estimated by comparing the difference in downstream health care utilization and expenditures between engaged and not engaged individuals after using propensity score matching to adjust for case mix differences between these groups. As a result, compared with the not engaged, engaged individuals experienced better care coordination, evidenced by a greater reduction in ER visits (P=0.033) and hospital admissions (P=0.002) and an increase in office visits (P<0.001). The program was cost-effective, with a return on investment (ROI) of 1.24, which was calculated by dividing the total program savings ($3.41 million) by the total program costs ($2.75 million). The ROI implies that for every dollar invested in this program, $1.24 was saved, most of which was for the federal Medicare program. In conclusion, the decrease in ER visits and hospital admissions and the increase in office visits may indicate the program helped individuals to seek the appropriate levels of care.


Subject(s)
Decision Support Techniques , Emergency Service, Hospital/statistics & numerical data , Health Expenditures/statistics & numerical data , Hospitalization/statistics & numerical data , Office Visits/statistics & numerical data , Patient Participation , Aged , Cost-Benefit Analysis , Female , Humans , Male , Medicare , Program Evaluation , United States
19.
J Women Aging ; 26(2): 146-59, 2014.
Article in English | MEDLINE | ID: mdl-24713053

ABSTRACT

Numerous barriers to managing coronary artery disease (CAD) among older women are reported in the literature; however, few studies adjust for demographic and health status differences. A survey assessing barriers and other factors was distributed to a stratified random sampling of older women with CAD. Factor analysis and multiple logistic regression procedures were used to estimate the impact of these issues on receiving a CAD-related office visit. The most problematic barriers included denial and low health literacy. Efforts to promote patient awareness of heart health and better communication between patients and clinicians may alleviate these barriers.


Subject(s)
Attitude to Health , Coronary Artery Disease/therapy , Health Services Accessibility , Women's Health , Aged , Aged, 80 and over , Female , Health Literacy , Health Promotion , Health Surveys , Humans , Logistic Models , Physician-Patient Relations
20.
J Nurs Manag ; 22(7): 837-47, 2014 Oct.
Article in English | MEDLINE | ID: mdl-23607510

ABSTRACT

AIM: To estimate the relationship between adherence to nurse recommendations about where to seek care and expenditures for health-care services received by callers to a Nurse HealthLine telephone-based triage programme. METHODS: Health-care utilization and claims data from callers to the Nurse HealthLine were included. Adherent callers were those who followed the nurse recommendations, while those who did not were classified as non-adherent. Programme-related savings were estimated using differences in downstream health-care expenditures between adherent and non-adherent callers after using multivariate modelling to adjust for between-group differences. RESULTS: Fifty-five per cent of callers were adherent. Nurses were over three times as likely (41% vs. 13%) to recommend seeking a higher level of care (e.g. emergency room vs. urgent care). Regression analyses showed that the impact of getting members to the appropriate place of care was associated with significant annual savings of $13.8 million (P < 0.05), attributable mostly to Medicare, generating a positive return on investment of $1.59. CONCLUSIONS: This is the first known Nurse HealthLine triage programme exclusively for Medicare beneficiaries with supplemental coverage. IMPLICATIONS FOR NURSING MANAGEMENT: Nurse managers should consider promoting telephone-based triage programmes as complementary to clinical nursing, which has a direct impact on health-care utilization and costs.


Subject(s)
Cost Savings/methods , Nurse-Patient Relations , Patient Compliance/statistics & numerical data , Remote Consultation/economics , Telephone/statistics & numerical data , Triage/methods , Communication , Health Care Costs/statistics & numerical data , Humans , Nursing Evaluation Research , Remote Consultation/methods , Triage/economics , Triage/standards
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