Do public libraries impact local labor markets? Evidence from Appalachia

B Ferreira Neto, Amir (2018): Do public libraries impact local labor markets? Evidence from Appalachia.

Abstract

This paper investigates the effect of public library programs and participation on unemployment and labor force participation in Appalachia. Appalachia is an economically distressed area, mostly rural, and with a sustained lower level of labor force participation and a higher level of unemployment. As public library programs can be countercyclical to labor market outcomes, I use public library staff and the amount of print resources and computers available as instruments. The results show that neither adult nor children’s programs and participation affect local labor market outcomes. These results are robust across different specifications. Spatial econometric estimates corroborate the main results and provide evidence of spatial spillover effects, especially for children’s programs.

• Item Type: MPRA Paper
• Language: English
• Keywords: Local Labor Market, Labor Force Participation, Public Library, Unemployment, Appalachia
• Subjects: H - Public Economics > H4 - Publicly Provided Goods > H40 - General; J - Labor and Demographic Economics > J6 - Mobility, Unemployment, Vacancies, and Immigrant Workers > J64 - Unemployment: Models, Duration, Incidence, and Job Search; L - Industrial Organization > L3 - Nonprofit Organizations and Public Enterprise > L39 - Other; R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R5 - Regional Government Analysis > R59 - Other

References

American Library Association (2018). Types of Library Jobs. Accessed August 28, 2018.

Angrist, J. D. and Pischke, J.-S. (2009). Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton University Press.

Appalachian Regional Commission (2018). The Appalachian Region. Accessed July 30, 2018.

Ashenfelter, O. (1978). Estimating the Effect of Training Programs on Earnings. The Review of Economics and Statistics, 60(1):47–57.

Bailey, N., Holly, S., and Pesaran, M. (2016). A Two-Stage Approach to Spatio-Temporal Analysis with Strong and Weak Cross-Sectional Dependence. Journal of Applied Econometrics, 31(1):249– 280.

Bertot, J., McDermott, A., Lincoln, R., Real, B., and Peterson, K. (2012). 2011-2012 Public Library Funding & Technology Access Survey: Survey Findings & Report. Technical report, Information Policy & Access Center, University of Maryland College Park, College Park, MD.

Betts, J. R. (1995). Does School Quality Matter? Evidence from the National Longitudinal Survey of Youth. The Review of Economics and Statistics, 77(2):231–50.

Betz, C. R. and Partridge, M. D. (2012). Country Road Take Me Home: Migration Patterns in Appalachian America and Place-based Policy. International Regional Science Review, 36(3):267– 295.

Bhatt, R. (2010). The impact of Public Library Use on Reading, Television, and Academic Outcomes. Journal of Urban Economics, 68(2):148 – 166.

Black, D., Kolesnikova, N., and Taylor, L. J. (2014). Why do so Few Women Work in New York (and so Many in Minneapolis)? Labor Supply of Married Women Across US Cities. Journal of Urban Economics, 79(C):59–71.

Blanchard, O. and Katz, L. (1992). Regional Evolutions. Brookings Papers on Economic Activity, 23(1):1–76.

Blau, R. (2011). Funding Cuts Closing Book on All 62 branches in Queens Library. Daily News.

Bollinger, C., Ziliak, J. P., and Troske, K. R. (2011). Down from the Mountain: Skill Upgrading and Wages in Appalachia. Journal of Labor Economics, 29(4):819–857.

Brown, A. J. and Koettl, J. (2015). Active Labor Market Programs - Employment Gain or Fiscal Drain? IZA Journal of Labor Economics, 4(12):1–36.

Cajner, T., Radler, T., Ratner, D., and Vidangos, I. (2017). Racial Gaps in Labor Market Outcomes in the Last Four Decades and over the Business Cycle. Finance and Economics Discussion Series 2017-071. Washington: Board of Governors of the Federal Reserve System, DOI:10.17016/FEDS.2017.071.

Card, D., Kluve, J., and Weber, A. (2010). Active Labour Market Policy Evaluations: A Meta- Analysis. The Economic Journal, 120(548):F452–F477.

Card, D., Kluve, J., and Weber, A. (2018). What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations. Journal of the European Economic Association, 16(3):894–931.

Cleaver, J. (2015). New Hartford Library Grapples with Budget Cuts. Utica Observer Dispatch.

College Board (2017). College Education Linked to Higher Pay, Job Security, Healthier Behaviors and More Civic Involvement: New College Board Report. Press Release. Accessed July 30, 2018.

Cunningham, S. (2018). Causal Inference: The Mixtape (V.1.7). tufte-latex.googlecode.com.

Davis, A. (2015). Looming Crisis: Several Local Libraries Preparing for Cuts if State Budget Isn’t Passed. The Bradford Era.

DeBoer, L. (1992). Economies of Scale and Input Substitution in Public Libraries. Journal of Urban Economics, 32(2):257–268.

Dorsey, S. (1991). The Strange Case of the Missing West Virginia Labor Force. Growth and Change, 22(3):49–65.

Dubner, S. J. (2007). If Public Libraries Didn’t Exist, Could You Start One Today? Accessed on July 21, 2018.

Dunham, K., Goger, A., Henderson-Frakes, J., and Tucker, N. (2005). Workforce Development in Rural Areas: Changes in Access, Service Delivery and Partnerships. Technical report, U.S. Department of Labor. Employment and Training Administration Occasional Paper 2005-07.

Fallows, D. (2014). What a Library Levy Means to a West Virginia Town. The Atlantic.

Farber, H. S. and Gibbons, R. (1996). Learning and Wage Dynamics. The Quarterly Journal of Economics, 111(4):1007–1047.

Feldstein, K. F. (1976). The Economics of Public Libraries. PhD thesis, Massachusetts Institute of Technology.

Ferreira Neto, A. B. (2018). Charity and Public Libraries: Does Government Funding Crowd Out Donations? Journal of Cultural Economics. DOI: 10.1007/s10824-018-9318-4.

Ferreira Neto, A. B. and Hall, J. (2017). Economies of Scale and Governance of Library Systems: Evidence from West Virginia. Working Papers 17-13, Department of Economics, West Virginia University.

Fujiwara, D., Lawton, R. N., and Mourato, S. (2017). The Health and Wellbeing Benefits of Public Libraries. Economia della Cultura, (2):203–212.

Gautier, P., Muller, P., van der Klaauw, B., Rosholm, M., and Svarer, M. (2017). Estimating Equilibrium Effects of Job Search Assistance. Journal of Labor Economics. DOI:10.1086/697513.

Getz, M. (1980). Public Libraries: An Economic View. The Johns Hopkins University Pres.

Goddard, H. C. (1970). A Study in the Theory and Measurement of Benefits and Costs in the Public Library. PhD thesis, Indiana University.

Goulding, A., editor (2006). Public Libraries in the 21st Century: Defining Services and Debating the Future. Ashgate Publishing Company.

Green, G. P., Galetto, V., and Haines, A. (2003). Collaborative job training in rural areas. Journal of Research in Rural Education, 18(2):78–85.

Greenberg, D. H., Michalopoulos, C., and Robins, P. K. (2003). A Meta-Analysis of Government-Sponsored Training Programs. Industrial and Labor Relations Review, 57(1):31–53.

Haaga, J. (2004). Demographic and Socioeconomic Change in Appalachia. Technical report, Population Reference Bureau.

Halleck Vega, S. and Elhorst, J. (2016). A Regional Unemployment Model Simultaneously Accounting for Serial Dynamics, Spatial Dependence and Common Factors. Regional Science and Urban Economics, 60(C):85–95.

Hammond, C. (2009). The Effect of Organisational Change on UK Public Library Efficiency. International Journal of Production Economics, 121(1):286–295.

Hammond, C. J. (1999). The Technology of Library Service Provision: A Cost Function Analysis of Public Library Systems in the United Kingdom. Information Economics and Policy, 11:271—-295.

Hammond, C. J. (2002). Efficiency in the Provision of Public Services: A Data Envelopment Analysis of UK Public Library Systems. Applied Economics, 34:649–657.

Hampton, K. N. (2018). Device Divides, Mobile vs Wired Broadband: The Social Implications for Urban and Rural Communities. vailable at SSRN: https://ssrn.com/abstract=3139753.

Hashimoto, M. and Raisian, J. (1985). Employment Tenure and Earnings Profiles in Japan and the United States. The American Economic Review, 75(4):721–735.

Heckman, J. J., Lalonde, R. J., and Smith, J. A. (1999). The Economics and Econometrics of Active Labor Market Programs. volume 3 of Handbook of Labor Economics, pages 1865 – 2097. Elsevier.

Hemmeter, J. A. (2006). Estimating Public Library Efficiency Using Stochastic Frontiers. Public Finance Review, 34(3):328–348.

Hipple, S. F. (2016). Labor Force Participation: What has Happened Since the Peak? Monthly Labor Review.

Howard Fleeter & Associates (2017). Analysis of Property Tax Levies for Library Purposes . Technical report.

Hrin, E. (2018). Library Levy Up for a Vote. Times West Virginian. Hunt, K., editor (2017). Library Programs and Services for New Adults. Libraries Unlimited.

Ichimura, H. and Taber, C. (2001). Propensity-Score Matching with Instrumental Variables. Amer- ican Economic Review, 91(2):119–124.

Isserman, A. M. and Rephann, T. J. (1993). Geographical and Gender Differences in Labor Force Participation: Is there and Appalachian Effect? Growth and Change, 24:539–578.

Jerrard, J. (2009). Crisis In Employment : A Librarian’s Guide to Helping Job Seekers. American Library Association.

Kahn, M. (2009). Cities, Economic Development, and the Role of Place-Based Polices: Lessons for Appalachia. University of Kentucky Center for Poverty Research Discussion Paper Series, DP2009-12.

Kelley, A. (2015). State Budget Impasse Forces Library Cuts. WNEP.

Kluve, J. (2010). The effectiveness of European active labor market programs. Labour Economics, 17:904–918.

Knight, D. M. and Nourse, E. S., editors (1969). Libraries at Large: Tradition, Innovation and The National Interest. R.R. Bowker Company.

Koenker, R. W. and Bassett, G. W. (1978). Regression Quantiles. Econometrica, 46:33––50.

LaLonde, R. J. (2003). Employment and Training Programs. In Moffitt, R. A., editor, Means-Tested Transfer Programs in the United States, pages 517 – 585. University of Chicago Press.

LeSage, J. P. and Pace, R. K. (2014a). The Biggest Myth in Spatial Econometrics. Econometrics, 2:217–249.

LeSage, J. P. and Pace, R. K. (2014b). What Regional Scientists Need to Know About Spatial Econometrics. The Review of Regional Studies, 44:13–32.

Liu, L. G. (2004). The contribution of public libraries to countries’ economic productivity: a path analysis. Library Review, 53(9):435–441.

Millo, G. and Piras, G. (2012). splm: Spatial Panel Data Models in R. Journal of Statistical Software, 047(1):1–38.

Noble, K. B. (1988). Library as Day Care: New Curbs and Concerns. The New York Times.

Parrish, T. N. (2013). Libraries Double as Unofficial Day Cares. Trib Total Media.

Partridge, M. (2001). Exploring the Canadian-U.S. Unemployment and Nonemployment Rate Gaps: Are There Lessons for Both Countries? Journal of Regional Science, 41(4):701–734.

Partridge, M. D. and Rickman, D. S. (1997). The Dispersion of US State Unemployment Rates: The Role of Market and Non-market Equilibrium Factors. Regional Studies, 31(6):593–606.

Patacchini, E. and Zenou, Y. (2007). Spatial Dependence in Local Unemployment Rates. Journal of Economic Geography, 7(2):169–191.

Pesaran, M. (2006). Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure. Econometrica, 74(4):967–1012.

Pew Research Center (2013a). How Americans Value Public Libraries in Their Communities. Technical report.

Pew Research Center (2013b). Library Services in the Digital Age. Technical report.

Pew Research Center (2013c). Parents, Children, Libraries, and Reading. Technical report.

Pew Research Center (2014). From Distant Admirers to Library Lovers: A Typology of Public Library Engagement in America. Technical report.

Pfister, R. L. and Milliman, J. W. (1970). Economic Aspects of Library Service in Indiana. Technical report, Indiana University, Bloomington. Graduate Library School. Indiana Library Studies Report 7.

Pollard, K. and Jacobsen, L. A. (2017). The Appalachian Region: A Data Overview from the 2011-2015 American Community Survey. Technical report, Population Reference Bureau.

Rainie, L. (2016). Libraries and Learning. Pew Research Center.

Real, B. and Rose, R. N. (2017). Rural Libraries in the United States: Recent Strides, Future Possibilities, and Meeting Community Needs. American Library Association.

Sayago-Gomez, J.-T., Piras, G., Jackson, R., and Lacombe, D. (2017). Impact Evaluation of Invest- ments in the Appalachian Region: A Reappraisal. International Regional Science Review. DOI: 10.1177/0160017617713822.

Sharma, K. R., Leung, P., and Zane, L. (1999). Performance Measurement of Hawaii State Public Libraries: An Application of Data Envelopment Analysis. Agricultural and Resource Economics Review, 28(2).

Smith, L. and Rivera, E. (2004). Turning Librarians Into Babysitters. The Washington Post. Smith, R. (2015). Cedar Rapids Library Board Hears First Suggestion on Budget Cuts. The Gazette. Spokane Public Library (2017). Measure No. 1 Library Operations Levy. Technical report.

Stenberg, P., Morehart, M., Vogel, S., Cromartie, J., Breneman, V., and Brown, D. (2009). Broad- band Internet’s Value for Rural America. Technical Report Economic Research Report Number 78.

Stephens, H. and Partridge, M. (2011). Do Entrepreneurs Enhance Economic Growth in Lagging Regions? Growth and Change, 42(4):431–465.

Stephens, H. M. and Deskins, J. (2018). Economic Distress and Labor Market Participation. American Journal of Agricultural Economics. DOI: 10.1093/ajae/aay065.

Stepleton, I. (2015). Library Will Keep Staff, Hours Intact Despite Cuts. Ribbon Press.

Stine, W. F. (2008). An Empirical Analysis of the Effect of Volunteer Labor on Public Library Employment. Managerial Decision Economics, 29:525–538.

Stock, J. H. and Yogo, M. (2005). Testing for Weak Instruments in Linear IV Regressions. In Andrews, D. W. and Stock, J. H., editors, Identification and Inference for Econometric Models, pages 80—-108. Cambridge University Press.

Stratton, P. J. (1976). Public Libraries: Their Structure, Use and Cost of Service Provision. An Analysis with Special Emphasis on Public Libraries in Illinois. PhD thesis, Northern Illinois University.

Swan, D., Grimes, J., and Owens, T. (2013). The State of Small and Rural Libraries in the United States. Technical Report Research Brief series, no. 5 (IMLS-2013-RB-05), Washington, DC.

The Institute of Museum and Library Services (2017). Public Libraries in the United States Fiscal Year 2014. Washington, DC.

The Institute of Museum and Library Services (2018). Public Libraries Survey. Accessed on July 18, 2018.

Tiebout, C. M. and Willis, R. J. (1965). The Public Nature of Libraries. In Conant, R. W., editor, The Public Library and the City, pages 94–101. M.I.T.. Press.

Vitaliano, D. F. (1997). X-Inefficiency in the Public Sector: The Case of Libraries. Public Finance Review, 25(6):629–643.

Vitaliano, D. F. (1998). Assessing Public Library Efficiency Using Data Envelopment Analysis. Annals of Public and Cooperative Economics, 69(1):107–122.

Warburton, B. (2013). Libraries Around the Country Under Budget Pressure. Library Journal. Whitener, L. A. (1991). The JOBS Program and Rural Areas. Rural Development Perspectives, 7(2):21–26.

Wiegamd, W. A. (2015). Part of Our Lives – A People’s History of the American Public Library. Oxford University Press.

Witte, K. D. and Geys, B. (2011). Evaluating Efficient Public Good Provision: Theory and Ev- idence from a Generalised Conditional Efficiency Model for Public Libraries. Journal of Urban Economics, 69(3):319–327.

Woods, D. (2015). Bridgeton Proposes to Close Cumberland County Library. New Jersey. 26

Wooldridge, J. M. (2016). Should Instrumental Variables be Used as Matching Variables? Research in Economics, 70(2):232 – 237.

Worthington, A. (1999). Performance Indicators and Efficiency Measurement in Public Libraries. Australian Economic Review, 32(1):31–42.