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Manne S, Heckman CJ, Frederick S, Schaefer AA, Studts CR, Khavjou O, Honeycutt A, Berger A, Liu H. A Digital Intervention to Improve Skin Self-Examination Among Survivors of Melanoma: Protocol for a Type-1 Hybrid Effectiveness-Implementation Randomized Trial. JMIR Res Protoc 2024; 13:e52689. [PMID: 38345836 PMCID: PMC10897801 DOI: 10.2196/52689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 10/26/2023] [Indexed: 03/01/2024] Open
Abstract
BACKGROUND Although melanoma survival rates have improved in recent years, survivors remain at risk of recurrence, second primary cancers, and keratinocyte carcinomas. The National Comprehensive Cancer Network recommends skin examinations by a physician every 3 to 12 months. Regular thorough skin self-examinations (SSEs) are recommended for survivors of melanoma to promote the detection of earlier-stage, thinner melanomas, which are associated with improved survival and lower treatment costs. Despite their importance, less than a quarter of survivors of melanoma engage in SSEs. OBJECTIVE Previously, our team developed and evaluated a web-based, fully automated intervention called mySmartSkin (MSS) that successfully improved SSE among survivors of melanoma. Enhancements were proposed to improve engagement with and outcomes of MSS. The purpose of this paper is to describe the rationale and methodology for a type-1 hybrid effectiveness-implementation randomized trial evaluating the enhanced MSS versus control and exploring implementation outcomes and contextual factors. METHODS This study will recruit from state cancer registries and social media 300 individuals diagnosed with cutaneous malignant melanoma between 3 months and 5 years after surgery who are currently cancer free. Participants will be randomly assigned to either enhanced MSS or a noninteractive educational web page. Surveys will be collected from both arms at baseline and at 3, 6, 12, and 18 months to assess measures of intervention engagement, barriers, self-efficacy, habit, and SSE. The primary outcome is thorough SSE. The secondary outcomes are the diagnosis of new or recurrent melanomas and sun protection practices. RESULTS Multilevel modeling will be used to examine whether there are significant differences in survivor outcomes between MSS and the noninteractive web page over time. Mixed methods will evaluate reach, adoption, implementation (including costs), and potential for maintenance of MSS, as well as contextual factors relevant to those outcomes and future scale-up. CONCLUSIONS This trial has the potential to improve outcomes in survivors of melanoma. If MSS is effective, the results could guide its implementation in oncology care and nonprofit organizations focused on skin cancers. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR1-10.2196/52689.
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Affiliation(s)
- Sharon Manne
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Carolyn J Heckman
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Sara Frederick
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Alexis A Schaefer
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Christina R Studts
- University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Olga Khavjou
- RTI International, Research Triangle Park, NC, United States
| | | | - Adam Berger
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Hao Liu
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
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McCall MP, Anton MT, Highlander A, Loiselle R, Forehand R, Khavjou O, Jones DJ. Technology-Enhanced Behavioral Parent Training: The Relationship Between Technology Use and Efficiency of Service Delivery. Behav Modif 2023; 47:1094-1114. [PMID: 37086169 PMCID: PMC10403959 DOI: 10.1177/01454455231165937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
Abstract
Behavior disorders (BDs) are common and, without treatment, can have long-term impacts on child and family health. Behavioral Parent Training (BPT) is the standard of care intervention for early-onset BDs; however, structural socioeconomic barriers hinder treatment outcomes for low-income families. While digital technologies have been proposed as a mechanism to improve engagement in BPT, research exploring the relationship between technology use and outcomes is lacking. Thus, this study with 34 low-income families examined the impact of parents' use of adjunctive mobile app components on treatment efficiency in one technology-enhanced (TE-) BPT program, Helping the Noncompliant Child (HNC). While parent use of the TE-HNC app and its impact on the efficiency of service delivery varied across specific components, increased app use significantly reduced the number of weeks required for families to achieve skill mastery. Implications for the design and development of behavior intervention technologies in general, as well as for BPT in particular, are discussed.
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Affiliation(s)
| | | | | | - Raelyn Loiselle
- The University of North Carolina at Chapel Hill, USA
- NYU Langone Health, New York City, NY, USA
| | | | - Olga Khavjou
- RTI International Research Institute, Triangle Park, NC, USA
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Allaire BT, Tang Y, Neuwahl S, Buell N, Blackburn H, Lankford M, Palombo C, Khavjou O. Does access to free medication reduce health system costs? An evaluation of the Dispensary of Hope program. J Manag Care Spec Pharm 2023; 29:187-196. [PMID: 36705283 PMCID: PMC10387945 DOI: 10.18553/jmcp.2023.29.2.187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND: Cost-related medication nonadherence-when patients fail to take medication as prescribed because of the cost of the medication-has numerous consequences: more hospitalizations, avoidable deaths, and greater health care expenditures. Dispensary of Hope is a charitable medication access program that collects and distributes pharmaceuticals to pharmacies to dispense free of charge to patients with no insurance, low incomes, and chronic conditions. OBJECTIVE: To estimate the differences in medical costs and utilization of hospital patients enrolled in the Dispensary of Hope program relative to those who were not enrolled. METHODS: We used administrative claims data from 2 health systems participating in Dispensary of Hope to identify those in the program and a comparison group, respectively. Claims data included emergency department (ED) encounters, inpatient encounters, costs, and prescriptions. Health system 1 (HS1) data began July 1, 2016, and ended December 31, 2019; health system 2 (HS2) data ran from March 10, 2014, to December 31, 2019. Program enrollment dates (index dates) were identified via program registration or prescription fills. We propensity score weighted a comparison population from HS1 and HS2, respectively, to match program patient demographic and comorbidity characteristics. We estimated changes in costs, ED visits, inpatient stays, and primary care sensitive ED visits over time between the 2 groups (difference-indifference) over 18 months preenrollment and postenrollment. RESULTS: HS1 comparison (n = 6,714) and Dispensary of Hope (n = 880) groups were balanced on age, sex, race and ethnicity, and comorbidities; both populations were approximately 46 years old, 43% female, 64% White, with an average of 3.0 comorbidities. The HS2 samples were almost 50 years old and a majority female (56%) and Black (55%). Per-person annual costs at HS1 decreased by $3,161 (P < 0.05) more in the Dispensary of Hope group than in the comparison group from the preenrollment to the postenrollment period. Inpatient stays decreased by 200 stays per 1,000 patients per year (P = 0.02) and ED visits increased by 0.32 (P < 0.01) on a yearly basis relative to the comparison group. Primary care sensitive ED visits increased over the period. No results were statistically significant in HS2. CONCLUSIONS: We found substantial reductions in costs and inpatient stays for Dispensary of Hope HS1 participants, and we did not find significant results at HS2. Differences between the health systems or patient populations could explain these varying results. Our study represents a rigorous, multistate evaluation that highlights the impact of a charitable medication access program on hospital utilization for the medically underserved population. DISCLOSURES: The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: this work was funded and supported by Dispensary of Hope.
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Affiliation(s)
| | - Yan Tang
- RTI International, Research Triangle Park, NC
| | | | - Naomi Buell
- RTI International, Research Triangle Park, NC
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Tyler D, Khavjou O, Hunter M, Squillace M, Dey J, Oliveira I. EFFECT OF STATE WAGE POLICIES ON DIRECT CARE WORKER WAGES. Innov Aging 2022. [DOI: 10.1093/geroni/igac059.987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Abstract
Direct care workers (DCWs) have low wages and some states have tried to improve their wages through policies such as Medicaid wage pass-throughs and wage floors specific to DCWs. The purpose of this study was to examine the wages of DCWs in comparison to those of other entry level workers and assess the effect of state wage policies on changes in DCW wages. We analyzed state-level hourly wages using Bureau of Labor Statistics (BLS) data for two categories of DCWs separately—(1) home health and personal care aides and (2) nursing assistants and compared these to wages for other entry-level workers. Results show that many states that implemented policies to improve the wages of DCWs reduced the gap between these workers’ wages and the wages of other entry-level workers, but the gap was still substantial in many states. Additional efforts will be needed to increase DCW wages.
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Affiliation(s)
- Denise Tyler
- RTI International , Waltham, Massachusetts , United States
| | - Olga Khavjou
- RTI International, Research Triangle Park, North Carolina, United States
| | - Melissa Hunter
- RTI International , Durham, North Carolina , United States
| | | | - Judith Dey
- Office of the Assistant Secretary for Planning and Evaluation , Washington, District of Columbia , United States
| | - Iara Oliveira
- Office of the Assistant Secretary for Planning and Evaluation , Washington, District of Columbia , United States
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Anderson W, Khavjou O, Honeycutt A, Bates L, Hollis N, Grosse S, Razzaghi H. State-Level Health Care Expenditures Associated With Disability. Innov Aging 2021. [PMCID: PMC8682618 DOI: 10.1093/geroni/igab046.600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
This study updated prior (2003) state-level estimates of disability-associated health care expenditures (DAHE). We combined 2013-2015 data from three national data sets to estimate using multivariate regression all state-level DAHE for US adults in total, by payer, and per adult and per (adult) person with disability (PWD). In 2015, DAHE were $868 billion nationally (State range, $1.4 billion to $102.8 billion) accounting for 36% of total health care expenditures (range, 29%-41%). From over a decade ago, total DAHE increased by 65% (range, 35%-125%). DAHE per PWD was $17,431 (range $12,603 to $27,839). From over a decade ago, per-PWD DAHE increased by 13% (range, –20% to 61%). In 2015, Medicare DAHE per PWD ranged from $10,067 to $18,768. Medicaid DAHE per PWD ranged from $9,825 to $43,365. DAHE are substantial and vary by state and payer. Stakeholders can use these results to develop public health programs to support people with disabilities.
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Affiliation(s)
- Wayne Anderson
- RTI International, Research Triangle Park, North Carolina, United States
| | - Olga Khavjou
- RTI International, Research Triangle Park, North Carolina, United States
| | - Amanda Honeycutt
- RTI International, Research Triangle Park, North Carolina, United States
| | - Laurel Bates
- RTI International, Research Triangle Park, North Carolina, United States
| | - NaTasha Hollis
- Centers for Disease Control and Prevention (CDC), Atlanta, Georgia, United States
| | - Scott Grosse
- Centers for Disease Control and Prevention (CDC), Atlanta, Georgia, United States
| | - Hilda Razzaghi
- Centers for Disease Control and Prevention (CDC), Atlanta, Georgia, United States
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Heckman CJ, Riley M, Khavjou O, Ohman-Strickland P, Manne SL, Yaroch AL, Bhurosy T, Coups EJ, Glanz K. Cost, reach, and representativeness of recruitment efforts for an online skin cancer risk reduction intervention trial for young adults. Transl Behav Med 2021; 11:1875-1884. [PMID: 34160622 PMCID: PMC8541696 DOI: 10.1093/tbm/ibab047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Despite its increasing use, few studies have reported on demographic representativeness and costs of research recruitment via social media. It was hypothesized that cost, reach, enrollment, and demographic representativeness would differ by social media recruitment approach. Participants were 18-25 year-olds at moderate to high risk of skin cancer based on phenotypic and behavioral characteristics. Paid Instagram, Facebook, and Twitter ads, unpaid social media posts by study staff, and unpaid referrals were used to recruit participants. Demographic and other characteristics of the sample were compared with the 2015 National Health Interview Survey (NHIS) sample. Analyses demonstrated significant differences among recruitment approaches regarding cost efficiency, study participation, and representativeness. Costs were compared across 4,274 individuals who completed eligibility screeners over a 7-month period from: Instagram, 44.6% (of the sample) = 1,907, $9 (per individual screened); Facebook, 31.5% = 1,345, $8; Twitter, 1% = 42, $178; unpaid posts by study staff, 10.6% and referred, 6.5%, $1. The lowest rates of study enrollment among individuals screened was for Twitter. Most demographic and skin cancer risk factors of study participants differed from those of the 2015 NHIS sample and across social media recruitment approaches. Considering recruitment costs and number of participants enrolled, Facebook and Instagram appeared to be the most useful approaches for recruiting 18-25 year-olds. Findings suggest that project budget, target population and representativeness, and participation goals should inform selection and/or combination of existing and emerging online recruitment approaches.
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Affiliation(s)
| | - Mary Riley
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Olga Khavjou
- RTI International, Research Triangle Park, NC, USA
| | | | - Sharon L Manne
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Amy L Yaroch
- Gretchen Swanson Center for Nutrition, Omaha, NE, USA
| | | | | | - Karen Glanz
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Napier A, Rhodes B, Khavjou O, Knowles M, Popham L, Walsh EG, Jones JM. Impact of a Web-based Information and Referral Tool on Access to Federal and State Programs for Older Adults. J Aging Soc Policy 2021; 35:360-373. [PMID: 34016014 DOI: 10.1080/08959420.2021.1926206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Federal and state governments provide a plethora of benefits programs intended to help older Americans, but take-up rates for the programs is low. BenefitsCheckUp® is an online tool intended to increase enrollment in these programs. To evaluate the impact of this national online screening tool providing individualized benefit information, we conducted a web survey of individuals who screened potentially eligible for programs including Supplemental Security Income, Medicaid, Medicare Savings Programs, Supplemental Nutrition Assistance Program, and energy assistance. Thirty-six percent of those surveyed applied for at least one benefit at an annualized, estimated average value of $2,865, and 20.5% enrolled, representing about 7% of the approximately 2 million site visitors age 60+. These results indicate that an online screening tool is a promising strategy for increasing benefit take-up rates among older adults with the value of benefits received far exceeding investments.
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Affiliation(s)
- Ariana Napier
- RTI International, Research Triangle Park, North Carolina, USA
| | - Bryan Rhodes
- RTI International, Research Triangle Park, North Carolina, USA
| | - Olga Khavjou
- RTI International, Research Triangle Park, North Carolina, USA
| | - Molly Knowles
- RTI International, Research Triangle Park, North Carolina, USA
| | | | - Edith G Walsh
- RTI International, Research Triangle Park, North Carolina, USA
| | - Jessica M Jones
- RTI International, Research Triangle Park, North Carolina, USA
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Jones DJ, Loiselle R, Zachary C, Georgeson AR, Highlander A, Turner P, Youngstrom JK, Khavjou O, Anton MT, Gonzalez M, Bresland NL, Forehand R. Optimizing Engagement in Behavioral Parent Training: Progress Toward a Technology-Enhanced Treatment Model. Behav Ther 2021; 52:508-521. [PMID: 33622517 PMCID: PMC7362816 DOI: 10.1016/j.beth.2020.07.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 07/06/2020] [Accepted: 07/08/2020] [Indexed: 11/26/2022]
Abstract
Low-income families are more likely to have a child with an early-onset Behavior Disorder (BD); yet, socioeconomic strain challenges engagement in Behavioral Parent Training (BPT). This study follows a promising pilot to further examine the potential to cost-effectively improve low-income families' engagement in and the efficiency of BPT. Low-income families were randomized to (a) Helping the Noncompliant Child (HNC; McMahon & Forehand, 2003), a weekly, mastery-based BPT program that includes both the parent and child or (b) Technology-Enhanced HNC (TE-HNC), which includes all of the standard HNC components plus a parent mobile application and therapist web portal that provide between-session monitoring, modeling, and coaching of parent skill use with the goal of improved engagement in the context of financial strain. Relative to HNC, TE-HNC families had greater homework compliance and mid-week call participation. TE-HNC completers also required fewer weeks to achieve skill mastery and, in turn, to complete treatment than those in HNC without compromising parent satisfaction with treatment; yet, session attendance and completion were not different between groups. Future directions and clinical implications are discussed.
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Yarnoff B, Honeycutt A, Bradley C, Khavjou O, Bates L, Bass S, Kaufmann R, Barker L, Briss P. Validation of the Prevention Impacts Simulation Model (PRISM). Prev Chronic Dis 2021; 18:E09. [PMID: 33544072 PMCID: PMC7879963 DOI: 10.5888/pcd18.200225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Introduction Demonstrating the validity of a public health simulation model helps to establish confidence in the accuracy and usefulness of a model’s results. In this study we evaluated the validity of the Prevention Impacts Simulation Model (PRISM), a system dynamics model that simulates health, mortality, and economic outcomes for the US population. PRISM primarily simulates outcomes related to cardiovascular disease but also includes outcomes related to other chronic diseases that share risk factors. PRISM is openly available through a web application. Methods We applied the model validation framework developed independently by the International Society of Pharmacoeconomics and Outcomes Research and the Society for Medical Decision Making modeling task force to validate PRISM. This framework included model review by external experts and quantitative data comparison by the study team. Results External expert review determined that PRISM is based on up-to-date science. One-way sensitivity analysis showed that no parameter affected results by more than 5%. Comparison with other published models, such as ModelHealth, showed that PRISM produces lower estimates of effects and cost savings. Comparison with surveillance data showed that projected model trends in risk factors and outcomes align closely with secular trends. Four measures did not align with surveillance data, and those were recalibrated. Conclusion PRISM is a useful tool to simulate the potential effects and costs of public health interventions. Results of this validation should help assure health policy leaders that PRISM can help support community health program planning and evaluation efforts.
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Affiliation(s)
- Benjamin Yarnoff
- RTI International, Research Triangle Park, North Carolina.,RTI International, 3040 E. Cornwallis Rd, Research Triangle Park, NC 27709.
| | | | | | - Olga Khavjou
- RTI International, Research Triangle Park, North Carolina
| | - Laurel Bates
- RTI International, Research Triangle Park, North Carolina
| | - Sarah Bass
- RTI International, Research Triangle Park, North Carolina
| | - Rachel Kaufmann
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Lawrence Barker
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Peter Briss
- Centers for Disease Control and Prevention, Atlanta, Georgia
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Abstract
Behavior disorders (BD) in children can lead to delinquency, antisocial behavior, and mental disorders in adulthood. Evidence-based behavioral parent training (BPT) programs have been developed to treat early-onset BDs, yet cost analyses of BPT are deficient. We provide updated estimates of cost and cost-effectiveness of Helping the Noncompliant Child (HNC), a mastery-based BPT, delivered to low-income families. The cost of research-specific activities was $1,152 per family. HNC program delivery costs were $293 per family from a payer perspective, including the cost of therapist time ($275 per family) and non-labor resources, such as supplies and toys ($18 per family). It costs an average of $6 to improve the Eyberg Child Behavior Inventory intensity score by each additional point or $171 to improve it by one standard deviation. The cost of delivering the HNC program appears to compare favorably with the costs of similar BPT programs.
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Affiliation(s)
- Olga Khavjou
- Corresponding author: Olga Khavjou, RTI International, 3040 Cornwallis Rd, Durham, NC 27709, tel: 919-541-6689,
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Honeycutt AA, Khavjou O, Neuwahl SJ, King GA, Anderson M, Lorden A, Reed M. Incidence, deaths, and lifetime costs of injury among American Indians and Alaska Natives. Inj Epidemiol 2019; 6:44. [PMID: 31720199 PMCID: PMC6844062 DOI: 10.1186/s40621-019-0221-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Accepted: 10/09/2019] [Indexed: 01/12/2023] Open
Abstract
Background In the United States, the mortality burden of injury is higher among American Indians and Alaska Natives (AI/AN) than any other racial/ethnic group, and injury contributes to considerable medical costs, years of potential life lost (YPLL), and productivity loss among AI/AN.This study assessed the economic burden of injuries for AI/AN who are eligible for services through Indian Health Service, analyzing direct medical costs of injury for Indian Health Service's users and years of potential life lost (YPLL) and the value of productivity losses from injury deaths for AI/AN in the Indian Health Service population. Methods Injury-related lifetime medical costs were estimated for Indian Health Service users with medically treated injuries using data from the 2011-2015 National Data Warehouse. Productivity costs and YPLL were estimated using data on injury-related deaths among AI/AN in Indian Health Service's 2008-2010 service population. Costs were reported in 2017 U.S. dollars. Results The total estimated costs of injuries per year, including injuries among Indian Health Service users and productivity losses from injury-related deaths, were estimated at $4.5 billion. Lifetime medical costs to treat annual injuries among Indian Health Service users were estimated at $549 million, with the largest share ($131 million) going toward falls, the most frequent injury cause. Total estimated YPLL from AI/AN injury deaths in Indian Health Service's service population were 106,400. YPLL from injury deaths for men (74,000) were 2.2 times YPLL for women (33,000). Productivity losses from all injury-related deaths were $3.9 billion per year. The highest combined lifetime medical and mortality costs were for motor vehicle/traffic injuries, with an estimated cost of $1.6 billion per year. Conclusions Findings suggest that targeted injury prevention efforts by Indian Health Service likely contributed to lower rates of injury among AI/AN, particularly for motor vehicle/traffic injuries. However, because of remaining disparities in injury-related outcomes between AI/AN and all races in the United States, Indian Health Service should continue to monitor changes in injury incidence and costs over time, evaluate the impacts of previous injury prevention investments on current incidence and costs, and identify additional injury prevention investment needs.
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Affiliation(s)
- Amanda A Honeycutt
- 1RTI International, Public Health Economics Program, 3040 Cornwallis Road, Durham, NC 27709 USA
| | - Olga Khavjou
- 1RTI International, Public Health Economics Program, 3040 Cornwallis Road, Durham, NC 27709 USA
| | - Simon J Neuwahl
- 1RTI International, Public Health Economics Program, 3040 Cornwallis Road, Durham, NC 27709 USA
| | - Grant A King
- 1RTI International, Public Health Economics Program, 3040 Cornwallis Road, Durham, NC 27709 USA
| | | | - Andrea Lorden
- 3Independent Health Services Research Consultant and Department of Health Administration and Policy, University of Oklahoma Health Sciences Center, Oklahoma City, OK USA
| | - Michael Reed
- 4Indian Health Service, Division of Environmental Health Services, Rockville, MD USA
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Yarnoff B, Khavjou O, Elmi J, Lowe-Beasley K, Bradley C, Amoozegar J, Wachtmeister D, Tzeng J, Chapel JM, Teixeira-Poit S. Estimating Costs of Implementing Stroke Systems of Care and Data-Driven Improvements in the Paul Coverdell National Acute Stroke Program. Prev Chronic Dis 2019; 16:E134. [PMID: 31580797 PMCID: PMC6795072 DOI: 10.5888/pcd16.190061] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Purpose and Objectives We evaluated the costs of implementing coordinated systems of stroke care by state health departments from 2012 through 2015 to help policy makers and planners gain a sense of the potential return on investments in establishing a stroke care quality improvement (QI) program. Intervention Approach State health departments funded by the Paul Coverdell National Acute Stroke Program (PCNASP) implemented activities to support the start and proficient use of hospital stroke registries statewide and coordinate data-driven QI efforts. These efforts were aimed at improving the treatment and transition of stroke patients from prehospital emergency medical services (EMS) to in-hospital care and postacute care facilities. Health departments provided technical assistance and data to support hospitals, EMS agencies, and posthospital care agencies to carry out small, rapid, incremental QI efforts to produce more effective and efficient stroke care practices. Evaluation Methods Six of the 11 PCNASP-funded state health departments in the United States volunteered to collect and report programmatic costs associated with implementing the components of stroke systems of care. Six health departments reported costs paid directly by Centers for Disease Control and Prevention–provided funds, 5 also reported their own in-kind contributions, and 4 compiled data from a sample of their partners’ estimated costs of resources, such as staff time, involved in program implementation. Costs were analyzed separately for PCNASP-funded expenditures and in-kind contributions by the health department by resource category and program activity. In-kind contributions by partners were also analyzed separately. Results PCNASP-funded expenditures ranged from $790,123 to $1,298,160 across the 6 health departments for the 3-year funding period. In-kind contributions ranged from $5,805 to $1,394,097. Partner contributions (n = 22) ranged from $3,912 to $362,868. Implications for Public Health Our evaluation reports costs for multiple state health departments and their partners for implementing components of stroke systems of care in the United States. Although there are limitations, our findings represent key estimates that can guide future program planning and efforts to achieve sustainability.
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Affiliation(s)
- Benjamin Yarnoff
- RTI International, Public Health Economics Program, 3040 E. Cornwallis Rd, Research Triangle Park, NC 27709.
| | - Olga Khavjou
- RTI International, Public Health Economics Program, Research Triangle Park, North Carolina
| | - Joanna Elmi
- Centers for Disease Control and Prevention, Division of Heart Disease and Stroke Prevention, Atlanta, Georgia
| | - Kincaid Lowe-Beasley
- Centers for Disease Control and Prevention, Division of Heart Disease and Stroke Prevention, Atlanta, Georgia
| | - Christina Bradley
- RTI International, Public Health Economics Program, Research Triangle Park, North Carolina
| | - Jacqueline Amoozegar
- RTI International, Public Health Economics Program, Research Triangle Park, North Carolina
| | - Devon Wachtmeister
- RTI International, Public Health Economics Program, Research Triangle Park, North Carolina
| | - Janice Tzeng
- RTI International, Public Health Economics Program, Research Triangle Park, North Carolina
| | - John McCoy Chapel
- Centers for Disease Control and Prevention, Division of Heart Disease and Stroke Prevention, Atlanta, Georgia
| | - Stephanie Teixeira-Poit
- North Carolina Agricultural and Technical State University, College of Health and Human Sciences, Greensboro, North Carolina
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Yarnoff B, Khavjou O, King G, Bates L, Zhou F, Leidner AJ, Shen AK. Analysis of the profitability of adult vaccination in 13 private provider practices in the United States. Vaccine 2019; 37:6180-6185. [PMID: 31495594 DOI: 10.1016/j.vaccine.2019.08.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 08/21/2019] [Accepted: 08/22/2019] [Indexed: 01/05/2023]
Abstract
Vaccination coverage among adults remains low in the United States. Understanding the barriers to provision of adult vaccination is an important step to increasing vaccination coverage and improving public health. To better understand financial factors that may affect practice decisions about adult vaccination, this study sought to understand how costs compared with payments for adult vaccinations in a sample of U.S. physician practices. We recruited a convenience sample of 19 practices in nine states in 2017. We conducted a time-motion study to assess the time costs of vaccination activities and conducted a survey of practice managers to assess materials, management, and dose costs and payments for vaccination. We received complete cost and payment data from 13 of the 19 practices. We calculated annual income from vaccination services by comparing estimated costs with payments received for vaccine doses and vaccine administration. Median annual total income from vaccination services was $90,343 at family medicine practices (range: $3968-$249,628), $28,267 at internal medicine practices (-$32,659-$141,034) and $2886 at obstetrics and gynecology practices (-$73,451-$23,820). Adult vaccination was profitable at the median of our sample, but there is wide variation in profitability due to differences in costs and payment rates across practices. This study provides evidence on the financial viability of adult vaccination and supports actions for improving financial viability. These results can help inform practices' decisions whether to provide adult vaccines and contribute to keeping adults up-to-date with the recommended vaccination schedule.
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Affiliation(s)
| | - Olga Khavjou
- RTI International, Research Triangle Park, NC, United States
| | - Grant King
- RTI International, Research Triangle Park, NC, United States
| | - Laurel Bates
- RTI International, Research Triangle Park, NC, United States
| | - Fangjun Zhou
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | | | - Angela K Shen
- National Vaccine Program Office, Office of the Assistant Secretary for Health, US Department of Health and Human Services, Washington, DC, United States
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Yarnoff B, Khavjou O, Bradley C, Leis J, Filene J, Honeycutt A, Herzfeldt-Kamprath R, Peplinski K. Standardized Cost Estimates for Home Visiting: Pilot Study of the Home Visiting Budget Assistance Tool (HV-BAT). Matern Child Health J 2019; 23:470-478. [PMID: 30547353 DOI: 10.1007/s10995-018-2657-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Purpose Using a standardized approach and metrics to estimate home visiting costs across multiple evidence-based models and regions could improve the consistency and accuracy of cost estimates, allow stakeholders to observe trends in cost allocation, analyze how home visiting costs vary, and develop future program budgets. Between October 2015 and December 2018, we developed and pilot-tested the Home Visiting Budget Assistance Tool (HV-BAT) to standardize the collection of home visiting program costs and analyze costs for local implementing agencies (LIAs). Methods We recruited LIAs that implemented at least one of nine evidence-based home visiting models in 15 states implementing the Maternal, Infant, and Early Childhood Home Visiting (MIECHV) Program. LIAs reported their costs to implement a home visiting model using the HV-BAT and provided feedback on the tool. We estimated annual total cost and cost per family served for each LIA, examined cost summary statistics for the sample, and analyzed whether and how LIA characteristics affected home visiting costs using regression analyses. Results Of the 168 LIAs invited to participate in the HV-BAT pilot study, 75 agreed to participate, and 45 across 14 states completed the HV-BAT. We estimated home visiting costs of approximately $8500 per family per year, but costs varied across LIAs (range $1970-$39,770; standard deviation = $5794). The marginal cost of adding a family declined as the number of families served by an LIA increased. Feedback from LIAs indicated that users had difficulty providing some details on costs (e.g., mileage for specific services), needed more detailed instructions, and desired a summary of subtotals and total costs reported in the HV-BAT. Conclusions The HV-BAT provides an approach to standardize cost data collection for home visiting programs. Pilot study results indicate that there may be significant economies of scale for home visiting services. This study provides preliminary estimates of costs that can help in program planning and budgeting.
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Affiliation(s)
- Benjamin Yarnoff
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709, USA
| | - Olga Khavjou
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709, USA
| | - Christina Bradley
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709, USA
| | - Julie Leis
- James Bell Associates, 3033 Wilson Blvd. #650, Arlington, VA, 22201, USA
| | - Jill Filene
- James Bell Associates, 3033 Wilson Blvd. #650, Arlington, VA, 22201, USA
| | - Amanda Honeycutt
- RTI International, 3040 Cornwallis Road, Research Triangle Park, NC, 27709, USA
| | - Rachel Herzfeldt-Kamprath
- Division of Home Visiting and Early Childhood Systems, HRSA, Maternal and Child Health Bureau, 5600 Fishers Lane, Rockville, MD, 20857, USA
| | - Kyle Peplinski
- Division of Home Visiting and Early Childhood Systems, HRSA, Maternal and Child Health Bureau, 5600 Fishers Lane, Rockville, MD, 20857, USA.
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Honeycutt A, Bradley C, Khavjou O, Yarnoff B, Soler R, Orenstein D. Simulated impacts and potential cost effectiveness of Communities Putting Prevention to Work: Tobacco control interventions in 21 U.S. communities, 2010-2020. Prev Med 2019; 120:100-106. [PMID: 30659909 DOI: 10.1016/j.ypmed.2019.01.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 12/24/2018] [Accepted: 01/15/2019] [Indexed: 10/27/2022]
Abstract
In 2010, the Centers for Disease Control and Prevention (CDC) funded communities to implement policy, systems, and environmental (PSE) changes under the Communities Putting Prevention to Work (CPPW) program to make it easier for people to make healthier choices to prevent chronic disease. Twenty-one of 50 funded communities implemented interventions intended to reduce tobacco use. To examine the potential cost-effectiveness of tobacco control changes implemented under CPPW from a healthcare system perspective, we compared program cost estimates with estimates of potential impacts. We used an existing simulation model, the Prevention Impacts Simulation Model (PRISM), to estimate the potential cumulative impact of CPPW tobacco interventions on deaths and medical costs averted through 2020. We collected data on the costs to implement CPPW tobacco interventions from 2010 to 2013. We adjusted all costs to 2010 dollars. CPPW tobacco interventions cost $130.5 million across all communities, with an average community cost of $6.2 million. We found $735 million in potentially averted medical costs cumulatively from 2010 through 2020 because of the CPPW-supported interventions. If the CPPW tobacco control PSE changes are sustained through 2020 without additional funding after 2013, we find that medical costs averted will likely exceed program costs by $604 million. Our results suggest that the medical costs averted through 2020 may more than offset the initial investment in CPPW tobacco control interventions, implying that such interventions may be cost saving, especially over the long term.
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Affiliation(s)
| | | | - Olga Khavjou
- RTI International, Research Triangle Park, NC, USA
| | | | - Robin Soler
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Diane Orenstein
- Centers for Disease Control and Prevention, Atlanta, GA, USA
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16
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Shen A, Khavjou O, King G, Bates L, Zhou F, Leidner AJ, Yarnoff B. Provider time and costs to vaccinate adult patients: Impact of time counseling without vaccination. Vaccine 2019; 37:792-797. [PMID: 30639460 DOI: 10.1016/j.vaccine.2018.12.045] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Revised: 12/17/2018] [Accepted: 12/27/2018] [Indexed: 01/05/2023]
Abstract
Amid provider reports of financial barriers as an impediment to adult immunization, this study explores the time and costs of vaccination in adult provider practices. Both a Vaccination Time-Motion Study and Vaccine Practice Management Survey were conducted (March - October 2017) in a convenience sample of 19 family medicine (FM), internal medicine (IM), and obstetrician-gynecology (OBGYN) practices, in nine states. Practices were directly observed during a one week period; estimates were collected of time spent on activities that could not be directly observed. Cost estimates were calculated by converting staff time for performed activities. In the time-motion study, FM and IM practices spent similar time conducting vaccination activities (median = 5 min per vaccination), while OBGYN practices spent more time (median = 29 min per vaccination). Combining results from the time-motion study and the practice management survey, the median costs of vaccination remained similar for FM practices and IM practices at $7 and $8 per vaccination, respectively, but was substantially higher for OBGYN practices at $43 per vaccination. Factors that contributed to higher costs among OBGYN practices were the increased time to counsel patients, administer vaccines, and to plan and manage vaccine supplies. In addition, 68% of OBGYN patients who were offered and counseled to receive vaccines declined to receive them. Counseling patients who ultimately do not go on to receive a vaccine may be an important cost factor. Lower costs of vaccination services may be achieved by increasing efficiencies in workflow or the volume of vaccinations.
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Affiliation(s)
- Angela Shen
- National Vaccine Program Office, Office of the Assistant Secretary for Health, US Department of Health and Human Services, Washington, DC, United States
| | | | - Grant King
- RTI International, Raleigh, NC, United States
| | | | - Fangjun Zhou
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
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Rothenberg WA, Anton MT, Gonzalez M, Lafko Breslend N, Forehand R, Khavjou O, Jones DJ. BPT for Early-Onset Behavior Disorders: Examining the Link Between Treatment Components and Trajectories of Child Internalizing Symptoms. Behav Modif 2018; 44:159-185. [PMID: 30246552 DOI: 10.1177/0145445518801344] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Behavioral Parent Training (BPT) is the standard of care for early-onset Behavior Disorders (BDs). Preliminary evidence suggests that BPT may also lead to improvement in comorbid symptomatology, particularly internalizing problems, in children with BDs, yet less is currently known about how BPT produces such cascading effects. To begin to address this gap in the literature, trajectory analyses were used to examine the link between treatment components of one mastery-based BPT program, Helping the Noncompliant Child (HNC), and child internalizing symptoms over the course of treatment. Findings revealed that parental use of the Attends skill (i.e., parental description of child activity with warmth and enthusiasm) over time was significantly associated with decreases in trajectories of child internalizing symptoms across treatment. Further probing of these effects revealed that parent use of average or above-average levels of Attends across treatment sessions led to significant reductions in child internalizing symptoms by Sessions 7 to 10 of treatment. Consistent with the movement toward a modular approach to the treatment of children, findings highlight the importance of identifying particular BPT skills that can be used in treatment to target multiple comorbid child symptom clusters. Clinical implications and future directions are discussed.
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Affiliation(s)
| | - Margaret T Anton
- The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michelle Gonzalez
- The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | | | - Olga Khavjou
- RTI International, Research Triangle Park, NC, USA
| | - Deborah J Jones
- The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Jones DJ, Anton M, Zachary C, Pittman S, Turner P, Forehand R, Khavjou O. A Review of the Key Considerations in Mental Health Services Research: A Focus on Low-Income Children and Families. Couple Family Psychol 2016; 5:240-257. [PMID: 28503361 PMCID: PMC5424605 DOI: 10.1037/cfp0000069] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Children have been particularly vulnerable to the economic challenges of the past decade, with half (45 to 51%) of children under the age of 18 living in a low-income home and nearly 22% of those living in poverty. Low-income children are overrepresented in a range of statistics on psychosocial maladjustment issues, but their families are less likely than other socioeconomic groups to participate in mental health services and intervention research. Thus, this review asserts that substantive advances in mental health services and intervention research with low income families must move beyond a between-group, deficit-focused perspective to a more nuanced contemplation of how to: 1) Operationalize the "income" in low-income families; 2) Disentangle the interrelationship of low income, race, and ethnicity; and 3) Optimize recruitment, engagement and retention efforts via sensitivity to the culture of low-income status. Examples of mental health services and intervention research with low-income families will be discussed, and a summary, conclusions, and directions for future research are discussed in the context of these recommendations.
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Abstract
OBJECTIVE For medically treated asthma, we estimated prevalence, medical and absenteeism costs, and projected medical costs from 2015 to 2020 for the entire population and separately for children in the 50 US states and District of Columbia (DC) using the most recently available data. METHODS We used multiple data sources, including the Medical Expenditure Panel Survey, U.S. Census Bureau, Kaiser Family Foundation, Medical Statistical Information System, and Current Population Survey. We used a two-part regression model to estimate annual medical costs of asthma and a negative binomial model to estimate annual school and work days missed due to asthma. RESULTS Per capita medical costs of asthma ranged from $1,860 (Mississippi) to $2,514 (Michigan). Total medical costs of asthma ranged from $60.7 million (Wyoming) to $3.4 billion (California). Medicaid costs ranged from $4.1 million (Wyoming) to $566.8 million (California), Medicare from $5.9 million (DC) to $446.6 million (California), and costs paid by private insurers ranged from $27.2 million (DC) to $1.4 billion (California). Total annual school and work days lost due to asthma ranged from 22.4 thousand (Wyoming) to 1.5 million days (California) and absenteeism costs ranged from $4.4 million (Wyoming) to $345 million (California). Projected increase in medical costs from 2015 to 2020 ranged from 9% (DC) to 34% (Arizona). CONCLUSION Medical and absenteeism costs of asthma represent a significant economic burden for states and these costs are expected to rise. Our study results emphasize the urgency for strategies to strengthen state level efforts to prevent and control asthma attacks.
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Affiliation(s)
- Tursynbek Nurmagambetov
- a Division of Environmental Hazards and Health Effects, Centers for Disease Control and Prevention , Atlanta , GA , USA
| | - Olga Khavjou
- b RTI International, Research Triangle Park , NC , USA
| | - Louise Murphy
- c Division of Population Health, Centers for Disease Control and Prevention , Atlanta , GA , USA
| | - Diane Orenstein
- d Division of Community Health, Centers for Disease Control and Prevention , Atlanta , GA , USA
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Anton MT, Jones DJ, Cuellar J, Forehand R, Gonzalez M, Honeycutt A, Khavjou O, Newey G, Edwards A, Jacobs M, Pitmman S. Caregiver Use of the Core Components of Technology-Enhanced Helping the Noncompliant Child: A Case Series Analysis of Low-Income Families. Cogn Behav Pract 2016; 23:194-204. [PMID: 27795664 DOI: 10.1016/j.cbpra.2015.04.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Children from low-income families are more likely to develop early-onset disruptive behavior disorders (DBDs) compared to their higher income counterparts. Low-income families of children with early-onset DBDs, however, are less likely to engage in the standard-of-care treatment, behavioral parent training (BPT), than families from other sociodemographic groups. Preliminary between-group findings suggested technology-enhanced BPT was associated with increased engagement and boosted treatment outcomes for low-income families relative to standard BPT. The current study used a case series design to take this research a step further by examining whether there was variability in use of, and reactions to, the smartphone enhancements within technology-enhanced BPT and the extent to which this variability paralleled treatment outcome. Findings provide a window into the uptake and use of technology-enhanced service delivery methods among low-income families, with implications for the broader field of children's mental health.
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21
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Yarnoff B, Khavjou O, Lowe K, Joo H, Bradley C, Teixeira-Poit S, Chapel J, Coleman King SM. Abstract 139: Costs to Implement Components of Stroke Systems of Care Under the Paul Coverdell National Acute Stroke Program. Circ Cardiovasc Qual Outcomes 2016. [DOI: 10.1161/circoutcomes.9.suppl_2.139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective:
During 2012-2015, the Centers for Disease Control and Prevention’s (CDC) Paul Coverdell National Acute Stroke Program (PCNASP) funded state health departments to improve the quality of stroke care in key clinical settings. The objective of this study was to assess costs for health departments and partners implementing PCNASP newly established programs.
Methods:
We developed Excel-based data collection instruments to collect costs associated with implementing stroke systems of care from volunteer PCNASP-funded health departments. Nine PCNASP-funded health departments were eligible based on program characteristics, six of which agreed to participate; five focused on pre- and in-hospital stroke care, and one also included transitions to post-hospital settings. These health departments partnered with a total of 467 organizations in their six states (37 to 125 partners per state). We used an activity-based costing approach to allocate costs across primary program activities: data collection, linkage, and management; clinical guidance and expertise; quality improvement (QI); building and maintaining partnerships; program evaluation; and administration. We collected costs to the health departments paid directly by PCNASP funds, in-kind contributions from the health department, and in-kind contributions from partners. Four of the six health departments received in-kind contributions from select partners. We analyzed costs by resource category (labor; materials, travel, services, equipment; contracts, consultants; overhead) and program activities across three settings: pre-hospital, in-hospital, and post-hospital.
Results:
Six health departments reported grant expenditures averaging $991,549 (ranging from $790,123 to $1,298,160) per health department over 36 months. Three of those health departments reported health department in-kind contributions averaging $374,439 (ranging from $5,805 to $1,394,097) for the same 36 months. Health departments reported greatest expenditures on labor (46%, ranging from 15% to 79%) and contracts and consultants (37%, ranging from 5% to 76%). Across program activities, health departments incurred costs for QI (37%, ranging from 17% to 60%); administration (19%, ranging from 7% to 39%); data (17%, ranging from 15% to 79%); partnerships (10%, ranging from 2% to 23%); clinical guidance (9%, ranging from 4% to 16%); and evaluation (8%, ranging from 4% to 15%). Four health departments collected in-kind contributions for 22 partners. Partners had average in-kind contributions of $373,211 (ranging from $1,040 to $1,421,729).
Conclusion:
Results from this study highlight key cost drivers of implementing components of stroke systems of care. This study was the first to comprehensively document actual costs of implementing QI for stroke systems of care across multiple programs and can inform future planning efforts.
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Jones DJ, Anton M, Gonzalez M, Honeycutt A, Khavjou O, Forehand R, Parent J. Incorporating Mobile Phone Technologies to Expand Evidence-Based Care. Cogn Behav Pract 2015; 22:281-290. [PMID: 26213458 PMCID: PMC4509600 DOI: 10.1016/j.cbpra.2014.06.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Ownership of mobile phones is on the rise, a trend in uptake that transcends age, region, race, and ethnicity, as well as income. It is precisely the emerging ubiquity of mobile phones that has sparked enthusiasm regarding their capacity to increase the reach and impact of health care, including mental health care. Community-based clinicians charged with transporting evidence-based interventions beyond research and training clinics are in turn, ideally and uniquely situated to capitalize on mobile phone uptake and functionality to bridge the efficacy to effectiveness gap. As such, this article delineates key considerations to guide these frontline clinicians in mobile phone-enhanced clinical practice, including an overview of industry data on the uptake of and evolution in the functionality of mobile phone platforms, conceptual considerations relevant to the integration of mobile phones into practice, representative empirical illustrations of mobile-phone enhanced assessment and treatment, and practical considerations relevant to ensuring the feasibility and sustainability of such an approach.
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Ford ES, Murphy LB, Khavjou O, Giles WH, Holt JB, Croft JB. Total and state-specific medical and absenteeism costs of COPD among adults aged ≥ 18 years in the United States for 2010 and projections through 2020. Chest 2015; 147:31-45. [PMID: 25058738 DOI: 10.1378/chest.14-0972] [Citation(s) in RCA: 239] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND COPD remains a leading cause of morbidity and mortality. The objectives of this study were to estimate (1) national US COPD-attributable annual medical costs by payer (direct) and absenteeism (indirect) in 2010 and projected medical costs through 2020 and (2) state-specific COPD-attributable medical and absenteeism costs in 2010. METHODS We used the 2006-2010 Medical Expenditure Panel Survey, the 2004 National Nursing Home Survey, and 2010 Centers for Medicare and Medicaid Services data to generate cost estimates and 2010 census data to project medical costs through 2020. RESULTS In 2010, total national medical costs attributable to COPD and its sequelae were estimated at $32.1 billion, and total absenteeism costs were $3.9 billion, for a total burden of COPD-attributable costs of $36 billion. An estimated 16.4 million days of work were lost because of COPD. Of the medical costs, 18% was paid for by private insurance, 51% by Medicare, and 25% by Medicaid. National medical costs are projected to increase from $32.1 billion in 2010 to $49.0 billion in 2020. Total state-specific costs in 2010 ranged from $49.1 million in Wyoming to $2.8 billion in California: medical costs ranged from $42.5 million in Alaska to $2.5 billion in Florida and absenteeism costs ranged from $8.4 million in Wyoming to $434.0 million in California. CONCLUSIONS Costs attributable to COPD and its sequelae are substantial and are projected to increase through 2020. Evidence-based interventions that prevent tobacco use and reduce the clinical complications of COPD may result in potential decreased COPD-attributable costs.
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Affiliation(s)
- Earl S Ford
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA.
| | - Louise B Murphy
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - Wayne H Giles
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - James B Holt
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Janet B Croft
- Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
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Jones DJ, Forehand R, Cuellar J, Parent J, Honeycutt A, Khavjou O, Gonzalez M, Anton M, Newey GA. Technology-enhanced program for child disruptive behavior disorders: development and pilot randomized control trial. J Clin Child Adolesc Psychol 2013; 43:88-101. [PMID: 23924046 PMCID: PMC3871925 DOI: 10.1080/15374416.2013.822308] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Early onset disruptive behavior disorders are overrepresented in low-income families; yet these families are less likely to engage in behavioral parent training (BPT) than other groups. This project aimed to develop and pilot test a technology-enhanced version of one evidence-based BPT program, Helping the Noncompliant Child (HNC). The aim was to increase engagement of low-income families and, in turn, child behavior outcomes, with potential cost-savings associated with greater treatment efficiency. Low-income families of 3- to 8-year-old children with clinically significant disruptive behaviors were randomized to and completed standard HNC (n = 8) or Technology-Enhanced HNC (TE-HNC; n = 7). On average, caregivers were 37 years old; 87% were female, and 80% worked at least part-time. More than half (53%) of the youth were boys; the average age of the sample was 5.67 years. All families received the standard HNC program; however, TE-HNC also included the following smartphone enhancements: (a) skills video series, (b) brief daily surveys, (c) text message reminders, (d) video recording home practice, and (e) midweek video calls. TE-HNC yielded larger effect sizes than HNC for all engagement outcomes. Both groups yielded clinically significant improvements in disruptive behavior; however, findings suggest that the greater program engagement associated with TE-HNC boosted child treatment outcome. Further evidence for the boost afforded by the technology is revealed in family responses to postassessment interviews. Finally, cost analysis suggests that TE-HNC families also required fewer sessions than HNC families to complete the program, an efficiency that did not compromise family satisfaction. TE-HNC shows promise as an innovative approach to engaging low-income families in BPT with potential cost-savings and, therefore, merits further investigation on a larger scale.
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Affiliation(s)
- Deborah J. Jones
- University of North Carolina at Chapel Hill, Department of Psychology, Chapel Hill, NC 27599
| | - Rex Forehand
- Department of Psychology, University of Vermont, Burlington, VT
| | - Jessica Cuellar
- Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Justin Parent
- Department of Psychology, University of Vermont, Burlington, VT
| | | | | | - Michelle Gonzalez
- Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Margaret Anton
- Department of Psychology, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Heidenreich PA, Albert NM, Allen LA, Bluemke DA, Butler J, Fonarow GC, Ikonomidis JS, Khavjou O, Konstam MA, Maddox TM, Nichol G, Pham M, Piña IL, Trogdon JG. Forecasting the impact of heart failure in the United States: a policy statement from the American Heart Association. Circ Heart Fail 2013; 6:606-19. [PMID: 23616602 PMCID: PMC3908895 DOI: 10.1161/hhf.0b013e318291329a] [Citation(s) in RCA: 1930] [Impact Index Per Article: 175.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Heart failure (HF) is an important contributor to both the burden and cost of national healthcare expenditures, with more older Americans hospitalized for HF than for any other medical condition. With the aging of the population, the impact of HF is expected to increase substantially. METHODS AND RESULTS We estimated future costs of HF by adapting a methodology developed by the American Heart Association to project the epidemiology and future costs of HF from 2012 to 2030 without double counting the costs attributed to comorbid conditions. The model assumes that HF prevalence will remain constant by age, sex, and race/ethnicity and that rising costs and technological innovation will continue at the same rate. By 2030, >8 million people in the United States (1 in every 33) will have HF. Between 2012 and 2030, real (2010$) total direct medical costs of HF are projected to increase from $21 billion to $53 billion. Total costs, including indirect costs for HF, are estimated to increase from $31 billion in 2012 to $70 billion in 2030. If one assumes all costs of cardiac care for HF patients are attributable to HF (no cost attribution to comorbid conditions), the 2030 projected cost estimates of treating patients with HF will be 3-fold higher ($160 billion in direct costs). CONCLUSIONS The estimated prevalence and cost of care for HF will increase markedly because of aging of the population. Strategies to prevent HF and improve the efficiency of care are needed.
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Hersey JC, Khavjou O, Strange LB, Atkinson RL, Blair SN, Campbell S, Hobbs CL, Kelly B, Fitzgerald TM, Kish-Doto J, Koch MA, Munoz B, Peele E, Stockdale J, Augustine C, Mitchell G, Arday D, Kugler J, Dorn P, Ellzy J, Julian R, Grissom J, Britt M. The efficacy and cost-effectiveness of a community weight management intervention: a randomized controlled trial of the health weight management demonstration. Prev Med 2012; 54:42-9. [PMID: 22001689 DOI: 10.1016/j.ypmed.2011.09.018] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2011] [Revised: 09/23/2011] [Accepted: 09/24/2011] [Indexed: 11/19/2022]
Abstract
PURPOSE The study investigated the efficacy and cost-effectiveness of a cognitive-behavioral weight management program, complemented by an interactive Web site and brief telephone/e-mail coaching. METHODS In 2006-2007, 1755 overweight, non-active-duty TRICARE beneficiaries were randomized to one of three conditions with increasing intervention intensity: written materials and basic Web access (RCT1), plus an interactive Web site (RCT2), plus brief telephone/e-mail coaching support (RCT3). The study assessed changes in weight, blood pressure, and physical activity from baseline to 6, 12, and 15-18 months. (Study retention was 31% at 12 months.) Average and incremental cost-effectiveness and cost-offset analyses were conducted. RESULTS Participants experienced significant weight loss (-4.0%, -4.0%, and -5.3%, respectively, in each RCT group after 12 months and -3.5%, -3.8%, and -5.1%, respectively, after 15 to 18 months), increased physical activity, and decreased blood pressure. Cost-effectiveness ratios were $900 to $1100/quality-adjusted life year (QALY) for RCT1 and RCT2 and $1900/QALY for RCT3. The cost recovery period to the government was 3 years for RCTs 1 and 2 and 6 years for RCT3. CONCLUSION A relatively inexpensive cognitive-behavioral weight management intervention improved patient outcomes. Extrapolation of savings for the entire TRICARE population would significantly reduce direct medical costs.
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Abstract
BACKGROUND Internet interventions have a large potential for public health impact, and their efficacy has been established over the past 10-15 years. Cost effectiveness of Internet interventions is one of the most frequently cited reasons for developing such treatments. PURPOSE This paper provides a review of economic evaluations of Internet interventions with specific recommendations for future economic analyses of Internet interventions. METHODS A review of PubMed from 1995 through 2008 was conducted. RESULTS We identified eight studies that reported specific economic indicators associated with an Internet intervention, though many were lacking comprehensive analyses. Issues related to analysis perspective, included costs, type of analysis performed, and appropriate outcomes for Internet interventions are explored. CONCLUSIONS The lack of cost data published to date is likely a reflection of the early stage of research for many papers published during the review period. As the field now moves to effectiveness studies, it is important for cost-effectiveness data to be collected.
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Affiliation(s)
- Deborah F Tate
- Department of Health Behavior and Health Education, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, NC 27599-7440, USA.
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Gregory-Mercado KY, Will J, True S, Royalty J, Starcher ET, Khavjou O, Helsel W, Kammerer W, Howe W. A combined approach to women's health is associated with a greater likelihood of repeat mammography in a population of financially disadvantaged women. Prev Chronic Dis 2007; 4:A89. [PMID: 17875264 PMCID: PMC2099287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION Integrating one or more public health programs may improve the ability of programs to achieve common goals. Expanding knowledge on how program integration occurs, how it benefits each individual program, and how it contributes to the achievement of common goals is an important area of inquiry in public health. METHODS The National Breast and Cervical Cancer Early Detection Program (NBCCEDP) and the Well-Integrated Screening and Evaluation for Women Across the Nation (WISEWOMAN) program combined data from 10 of their overlapping state or tribal programs to calculate prevalence estimates of repeat mammography at 18 months. The data were stratified by whether women attended the combined program or only the NBCCEDP. Logistic regression analyses were conducted to identify factors that were thought to independently contribute to a greater likelihood of a woman receiving a repeat mammogram. RESULTS Women who participated in both programs were 1.5 to 5.1 times as likely to be rescreened, depending on program location, as women who participated only in the NBCCEDP. WISEWOMAN participants who received a follow-up WISEWOMAN screening for chronic disease risk factors within a year of their initial WISEWOMAN screening were 5 times more likely to return for a follow-up mammogram through the NBCCEDP than were WISEWOMAN participants who did not. DISCUSSION Participation in both the NBCCEDP and the WISEWOMAN program is associated with a greater likelihood of a woman returning for a follow-up mammogram within 18 months of her initial examination. Collecting more in-depth information on motivational factors and on the association between receipt of multiple services and a woman's engagement in a health program should be the subject of future research.
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Affiliation(s)
- Karen Y Gregory-Mercado
- Division for Heart Disease and Stroke Prevention, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
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Honeycutt AA, Harris JL, Khavjou O, Buffington J, Jones TS, Rein DB. The costs and impacts of testing for hepatitis C virus antibody in public STD clinics. Public Health Rep 2007; 122 Suppl 2:55-62. [PMID: 17542455 PMCID: PMC1831797 DOI: 10.1177/00333549071220s211] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES To estimate the cost and cost-effectiveness of testing sexually transmitted disease (STD) clinic subgroups for antibodies to hepatitis C virus (HCV). METHODS HCV counseling, testing, and referral (CTR) costs were estimated using data from two STD clinics and the literature, and are reported in 2006 dollars. Effectiveness of HCV CTR was defined as the estimated percentage of clinic clients in subgroups targeted for HCV antibody (anti-HCV) testing who had a true positive test and returned for their test results. We estimated the cost per true positive injection drug user (IDU) who returned for anti-HCV test results and the cost-effectiveness of expanding HCV CTR to non-IDU subgroups. RESULTS The estimated cost per true positive IDU who returned for test results was $54. The cost-effectiveness of expanding HCV CTR to non-IDU subgroups ranged from $179 to $2,986. Our estimates were most sensitive to variations in HCV prevalence, the cost of testing, and the rate of client return. CONCLUSIONS Based on national data, testing IDUs in the STD clinic setting is highly cost-effective. Some clinics may find that it is cost-effective to expand testing to non-IDU men older than 40 who report more than 100 lifetime sex partners. STD clinics can use study estimates to assess the feasibility and desirability of expanding HCV CTR beyond IDUs.
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Abstract
Interventions that are effective are often improperly or only partially implemented when put into practice. When intervention programs are evaluated, feasibility of implementation and effectiveness need to be examined. Reach, effectiveness, adoption, implementation, and maintenance make up the RE-AIM framework used to assess such programs. To examine the usefulness of this metric, we addressed 2 key research questions. Is it feasible to operationalize the RE-AIM framework using women's health program data? How does the determination of a successful program differ if the criterion is (1) effectiveness alone, (2) reach and effectiveness, or (3) the 5 dimensions of the RE-AIM framework? Findings indicate that it is feasible to operationalize the RE-AIM concepts and that RE-AIM may provide a richer measure of contextual factors for program success compared with other evaluation approaches.
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Affiliation(s)
- Rosanne P Farris
- Centers for Disease Control and Prevention, Division for Heart Disease and Stroke Prevention, Atlanta, Ga 30341, USA.
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Finkelstein EA, Khavjou O, Will JC. Cost-effectiveness of WISEWOMAN, a program aimed at reducing heart disease risk among low-income women. J Womens Health (Larchmt) 2006; 15:379-89. [PMID: 16724886 DOI: 10.1089/jwh.2006.15.379] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
OBJECTIVE To quantify the cost-effectiveness of the WISEWOMAN program. WISEWOMAN is a Centers for Disease Control and Prevention (CDC)-funded lifestyle intervention program that provides low-income uninsured women aged 40-64 with chronic disease risk factor screenings, lifestyle interventions, and referral services in an effort to prevent coronary heart disease (CHD) and improve health. METHODS We used data for 3015 WISEWOMAN participants who completed baseline and 1-year follow-up screenings. We quantified the average per capita cost of providing WISEWOMAN over the last 6 months of the reporting period. We assessed 1-year reductions in select CHD risk factors. We calculated the cost-effectiveness ratio by dividing the average per capita cost by average predicted life-years gained. RESULTS The cost of providing WISEWOMAN services to each additional participant averaged 270 US dollars per participant. Participants significantly improved their systolic (1.3%) and diastolic (1.7%) blood pressure, total (2%) and high-density lipoprotein (HDL) (0.7%) cholesterol, and 10-year risk of CHD (8.7%). There were also significant reductions in percent of women who smoked (11.7%) or had high blood pressure (15.8%) or high cholesterol (13.1%). The bestcase cost-effectiveness ratio was 470 US dollars per percentage point reduction in CHD risk, or 4400 US dollars per discounted life-year gained; however, sensitivity analysis revealed substantial uncertainty around this estimate. CONCLUSIONS Although more research is needed to confirm the assumptions used in the model, results of our analysis suggest that the WISEWOMAN program is a cost-effective approach for reducing CVD risk among low-income, uninsured women aged 40-64, especially if improvements in risk factors are sustainable when program participation concludes.
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Affiliation(s)
- Eric A Finkelstein
- RTI International, Health, Social, and Economics Research, Research Triangle Park, North Carolina 27709, USA.
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Mobley LR, Root ED, Finkelstein EA, Khavjou O, Farris RP, Will JC. Environment, obesity, and cardiovascular disease risk in low-income women. Am J Prev Med 2006; 30:327-332. [PMID: 16530620 DOI: 10.1016/j.amepre.2005.12.001] [Citation(s) in RCA: 177] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2005] [Revised: 12/13/2005] [Accepted: 12/14/2005] [Indexed: 11/28/2022]
Abstract
BACKGROUND Financially disadvantaged populations are more likely to live in communities that do not support healthy choices. This paper investigates whether certain characteristics of the built environment are associated with obesity or coronary heart disease (CHD) risk among uninsured low-income women. METHODS Using a sample of 2001-2002 data from 2692 women enrolled in the WISEWOMAN program of the Centers for Disease Control and Prevention, the study team performed regression analysis (conducted in January-April 2005) to estimate body mass index (BMI) and the log of 10-year CHD risk as a function of the built environment and socioecologic measures. RESULTS For women living in an environment of maximum mixed land use (i.e., an environment more conducive to healthy living), BMI was lower by 2.60 kg/m2 and CHD risk was lower by 20% than for women living in single-use uniform environments (i.e., environments less conducive to healthy living). An additional fitness facility per 1000 residents was associated with BMI and CHD risk that were lower by 1.39 kg/m2 and 15.1%, respectively. Crime was positively associated with BMI and CHD risk, whereas neighborhood affluence was negatively associated. Living in more racially segregated areas was negatively associated with CHD risk among black, Hispanic, and Asian women and positively associated with CHD risk among American Indian women. CONCLUSIONS The built environment and socioecologic characteristics of financially disadvantaged women were associated with BMI and CHD risk. More research is needed to understand the effects of racial segregation or acculturation on health for specific subpopulations.
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Affiliation(s)
- Lee R Mobley
- Health, Social, and Economics Research, RTI International, Research Triangle Park, North Carolina 27709, USA.
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