David Dean’s research while affiliated with University of Richmond and other places

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Publications (6)


Figure 3: Average Quarterly Earnings for the Employed
Figure 4: Decomposition of Error Space
Proportion Receiving VR Purchased Services by Type
The Effects of Youth Transition Programs on Labor Market Outcomes of Youth with Disabilities
  • Article
  • Full-text available

December 2018

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225 Reads

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15 Citations

Economics of Education Review

David Dean

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John Pepper

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The process of “transitioning” to adulthood for youth with disabilities has long been recognized to be an important but understudied public policy concern. This paper evaluates the labor market effects of Virginia's school-to-work vocational evaluation program, PERT. Using a unique panel data set containing more than a decade of labor market and service information, we provide the first-ever assessment of the long-term employment impacts of a transitioning program for youth with disabilities. Overall, the estimated effects are substantial: PERT has an estimated median quarterly rate of return of nearly 30%.

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The Effects of Vocational Rehabilitation for People with Physical Disabilities

March 2018

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1,576 Reads

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13 Citations

Journal of Human Capital

We evaluate the impact of vocational rehabilitation (VR) services on employment outcomes of adults with physical disabilities. Using detailed panel data from the Virginia Department of Aging and Rehabilitation Services in state fiscal year 2000, we estimate a structural model of participation that accounts for the potentially sudden onset of physical impairments and the endogenous selection of VR services. The results imply that VR services have large, positive long-run labor market effects that substantially exceed the cost of providing services.


Figure 3: DARS Purchased Service E¤ects on Long-Term Discounted Bene…ts
Figure 4: Predicted and Sample Employment Probabilities
Figure 5: Distribution of Quarterly Rates of Return
Figure 7: Distribution of CSB Ratios
Counselor and Office Effects on Service Receipt
The Effects of Vocational Rehabilitation Services for People with Mental Illness

June 2017

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343 Reads

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27 Citations

The Journal of Human Resources

We construct a structural model of participation in vocational rehabilitation for people with mental illness. There are multiple services to choose among, and each has different effects on employment, earnings, and receipt of DI/SSI. This is the first paper to jointly estimate VR service receipt, employment outcomes, and DI/SSI receipt. We estimate large effects for most of the services implying large rates of return to vocational rehabilitation. © 2017 by the Board of Regents of the University ofWisconsin System.


Figure 7: Bias-Corrected Estimate of E¤ect Change: 2000-1988
Figure 8: Distribution of Rates of Return
DRS Purchased Service Participation Effects on Employment
Other Covariance Terms
The effects of vocational rehabilitation for people with cognitive impairments

May 2015

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281 Reads

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33 Citations

International Economic Review

This article utilizes administrative data to examine both short- and long-term employment impacts for people with cognitive impairments who applied for vocational rehabilitation services in Virginia in 2000. These data provide long-term quarterly information on services and employment outcomes. We model behavior, allow for multiple service choices, use long-run labor market data, and use valid instruments. Results imply that services generally have positive long-run labor market outcome effects that appear to substantially exceed the cost of providing services.


State vocational rehabilitation programs and federal disability insurance: an analysis of Virginia’s vocational rehabilitation program

December 2014

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80 Reads

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13 Citations

IZA Journal of Labor Policy

We examine the association between the receipt of vocational rehabilitation (VR) services and Federal Disability Insurance using a unique panel data source on persons who applied for assistance from Virginia’s VR program in 2000. Three central findings emerge: first, VR services are associated with lower rates of participation in disability insurance programs-a nearly 2 point drop in SSDI receipt and 1 point drop in SSI receipt. Second, VR service receipt is associated with lower take-up rates of SSDI/SSI. Finally, among VR applicants on SSDI/SSI, those who receive substantive VR services are more likely to be employed. JEL codes H51, I13, J24


The Effects of Vocational Rehabilitation for People with Mental Illlness

January 2011

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190 Reads

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15 Citations

The public-sector Vocational Rehabilitation (VR) program is a $3 billion federal-state partnership designed to provide employment-related assistance to persons with disabilities. There is, however, relatively little-known about the long-term efficacy of VR programs. This paper utilizes unique and detailed administrative and employment data to examine both short and longer-term employment impacts for all persons diagnosed with mental illness who applied for VR services in the state of Virginia in State Fiscal Year 2000. These data provide quarterly information on VR services and employment outcomes from 1995 to 2010. Estimates from our model of service provision and labor market outcomes reveal that VR services generally have positive long-run labor market outcome effects that appear to substantially exceed the cost of providing services.

Citations (6)


... Each student with an intellectual disability must have an ITP in his IEP, and it must be written based on the student's needs, goals, and interests (Dean et al. 2019). Based on study results, however, teachers do not write ITPs because, as one teacher argued, "Students have only one or two options for their training, so no point in writing ITPs." ...

Reference:

Transition services for high school students with intellectual disability in Saudi Arabia: issues and recommendations
The Effects of Youth Transition Programs on Labor Market Outcomes of Youth with Disabilities

Economics of Education Review

... The descriptive results from this article suggest that accounting for cross-state heterogeneity in client characteristics, services, and agency structure will be critical in order to draw credible inferences on the effect of vocational rehabilitation on labor market outcomes for people with visual impairments. Dean et al. (2015Dean et al. ( , 2017Dean et al. ( , 2018 and Schmidt et al. (2019) provided a modeling strategy that might be used to estimate the ROI for vocational rehabilitation for clients with visual impairments. Clapp et al. (2019) discussed the difficulties with performing a credible ROI analysis that provides causal effects of vocational rehabilitation services. ...

The Effects of Vocational Rehabilitation for People with Physical Disabilities

Journal of Human Capital

... Giesen and Hierholzer [89] described their methodology as multilevel, and purposed to evaluate service patterns and the impact of VR on employment outcomes for people with BVI receiving social security benefits [9]. Concentrated on the service structure of VR for people with BVI and an identified mental illness, Dean et al. [62] formulated a multivariate model to capture service provision choices and corresponding service receipts. Clapp et al. [90] added to the literature by providing a descriptive analysis of a longitudinal data set consisting of cross-state variations of VR-related services and labor market outcomes for people with BVI. ...

The Effects of Vocational Rehabilitation Services for People with Mental Illness

The Journal of Human Resources

... Our basic methodological approach extends the analysis in Dean et al. (2015) of the effect of Virginia's VR program on clients who have IDs (also see Dean et al. 2017Dean et al. , 2018Dean et al. , 2019. 4 Dean et al. (2015Dean et al. ( , 2017Dean et al. ( , 2018Dean et al. ( , 2019 analyze the effect of VR services on labor market outcomes by using a structural instrumental variable model and administrative data collected for the RSA (RSA-911 data). To examine the effect of classification biases on the White-Black labor market gaps, we disaggregate the data on Virginia's VR clients who have cognitive impairments into the mutually exclusive and exhaustive sets of individuals who have an ID and individuals who have an LD. ...

The effects of vocational rehabilitation for people with cognitive impairments

International Economic Review

... They found no positive effects of vocational rehabilitation programs in Sweden, nor did Aakvik et al. (2005) who studied vocational rehabilitation in Norway. Years later, Dean et al. (2014 and, Schimmel Hyde et al. ...

State vocational rehabilitation programs and federal disability insurance: an analysis of Virginia’s vocational rehabilitation program

IZA Journal of Labor Policy

... The descriptive results from this article suggest that accounting for cross-state heterogeneity in client characteristics, services, and agency structure will be critical in order to draw credible inferences on the effect of vocational rehabilitation on labor market outcomes for people with visual impairments. Dean et al. (2015Dean et al. ( , 2017Dean et al. ( , 2018 and Schmidt et al. (2019) provided a modeling strategy that might be used to estimate the ROI for vocational rehabilitation for clients with visual impairments. Clapp et al. (2019) discussed the difficulties with performing a credible ROI analysis that provides causal effects of vocational rehabilitation services. ...

The Effects of Vocational Rehabilitation for People with Mental Illlness