Effectiveness of data correction rules in process-produced data : the case of educational attainment
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Antoni, Manfred & Drasch, Katrin & Kleinert, Corinna & Matthes, Britta & Ruland, Michael & Trahms, Annette, 2011. "Working and learning in a changing world : Part I: Overview of the study - March 2011 (Second, updated version)," FDZ Methodenreport 201005_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Kruppe, Thomas, 2006. "Die Förderung beruflicher Weiterbildung : eine mikroökonometrische Evaluation der Ergänzung durch das ESF-BA-Programm," IAB-Discussion Paper 200621, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Peter Gottschalk & Minh Huynh, 2010.
"Are Earnings Inequality and Mobility Overstated? The Impact of Nonclassical Measurement Error,"
The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 302-315, May.
- Peter Gottschalk & Minh Huynh, 2006. "Are Earnings Inequality and Mobility Overstated? The Impact of Non-Classical Measurement Error," Boston College Working Papers in Economics 649, Boston College Department of Economics.
- Gottschalk, Peter T. & Huynh, Minh, 2006. "Are Earnings Inequality and Mobility Overstated? The Impact of Non-Classical Measurement Error," IZA Discussion Papers 2327, Institute of Labor Economics (IZA).
- Scioch, Patrycja, 2010. "The impact of cleansing procedures for overlaps on estimation results : evidence for German administrative data," FDZ Methodenreport 201004_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- repec:iab:iabfme:201004(en is not listed on IDEAS
- Katharina Kröger & Uwe Fachinger & Ralf K. Himmelreicher, 2011. "Empirische Forschungsvorhaben zur Alterssicherung Einige kritische Anmerkungen zur aktuellen Datenlage," RatSWD Working Papers 170, German Data Forum (RatSWD).
- Martin H. David & Christopher R. Bollinger, 2005.
"I didn't tell, and I won't tell: dynamic response error in the SIPP,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 563-569.
- Christopher R. Bollinger & Martin H. David, 2005. "I didn't tell, and I won't tell: dynamic response error in the SIPP," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 563-569, May.
- Büttner, Thomas & Rässler, Susanne, 2008. "Multiple imputation of right-censored wages in the German IAB Employment Sample considering heteroscedasticity," IAB-Discussion Paper 200844, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Per Johansson & Per Skedinger, 2009. "Misreporting in register data on disability status: evidence from the Swedish Public Employment Service," Empirical Economics, Springer, vol. 37(2), pages 411-434, October.
- Hugo Benítez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2004.
"How large is the bias in self-reported disability?,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 649-670.
- Hugo Benitez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2000. "How Large is the Bias is Self-Reported Disability?," NBER Working Papers 7526, National Bureau of Economic Research, Inc.
- Hugo Benitez-Silva & Moshe Buchinsky & Hiu Man Chan & Sofia Cheidvasser & John Rust, 2000. "How Large is the Bias in Self-Reported Disability?," Working Papers 2000-01, Brown University, Department of Economics.
- Nina Baur, 2011. "Mixing process-generated data in market sociology," Quality & Quantity: International Journal of Methodology, Springer, vol. 45(6), pages 1233-1251, October.
- repec:iab:iabfme:201011(en is not listed on IDEAS
- repec:iab:iabfme:201005(en is not listed on IDEAS
- Laura Wichert & Ralf A. Wilke, 2012.
"Which factors safeguard employment?: an analysis with misclassified German register data,"
Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(1), pages 135-151, January.
- Wichert, Laura & Wilke, Ralf A., 2010. "Which factors safeguard employment? : An analysis with misclassified German register data," FDZ Methodenreport 201011_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Knut R¯ed & Oddbj¯rn Raaum, 2003. "Administrative registers - Unexplored reservoirs of Scientific Knowledge?," Economic Journal, Royal Economic Society, vol. 113(488), pages 258-281, June.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Stephan, Gesine & Uthmann, Sven, 2014. "Akzeptanz von Vergeltungsmaßnahmen am Arbeitsplatz : Befunde aus einer quasi-experimentellen Untersuchung," IAB-Discussion Paper 201427, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Berlingieri, Francesco & Gathmann, Christina & Quinckhardt, Matthias, 2022.
"College Openings and Local Economic Development,"
CEPR Discussion Papers
17374, C.E.P.R. Discussion Papers.
- Berlingieri, Francesco & Gathmann, Christina & Quinckhardt, Matthias, 2022. "College Openings and Local Economic Development," IZA Discussion Papers 15364, Institute of Labor Economics (IZA).
- Berlingieri, Francesco & Gathmann, Christina & Quinckhardt, Matthias, 2022. "College openings and local economic development," ZEW Discussion Papers 22-029, ZEW - Leibniz Centre for European Economic Research.
- Stüber, Heiko & Seth, Stefan, 2019. "The FDZ sample of the Administrative Wage and Labor Market Flow Panel 1976 - 2014," FDZ Datenreport. Documentation on Labour Market Data 201901_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- repec:iab:iabfda:201603(de is not listed on IDEAS
- Hartmut Egger & Elke J. Jahn & Udo Kreickemeier, 2018.
"Distance and the Multinational Wage Premium,"
CESifo Working Paper Series
7347, CESifo.
- Kreickemeier, Udo, 2018. "Distance and the Multinational Wage Premium," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181618, Verein für Socialpolitik / German Economic Association.
- Eberle, Johanna & Schmucker, Alexandra, 2017. "The establishment History Panel : Redesign and update 2016," FDZ Methodenreport 201703_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Stüber, Heiko & Seth, Stefan & Stegmaier, Jens, 2020. "The Administrative Wage and Labor Market Flow Panel Extension for the IAB Establishment Panel 1993 - 2014," FDZ Datenreport. Documentation on Labour Market Data 202007_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- repec:iab:iabfda:202007(en is not listed on IDEAS
- repec:iab:iabfda:202008(en is not listed on IDEAS
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2017.
"Generalized partially linear regression with misclassified data and an application to labour market transitions,"
Computational Statistics & Data Analysis, Elsevier, vol. 110(C), pages 145-159.
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015. "Generalised partially linear regression with misclassied data and an application to labour market transitions," FDZ-Methodenreport 201510 (en), Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015. "Generalised partially linear regression with misclassified data and an application to labour market transitions," ZEW Discussion Papers 15-043, ZEW - Leibniz Centre for European Economic Research.
- Schmucker, Alexandra & Seth, Stefan & Ludsteck, Johannes & Eberle, Johanna & Ganzer, Andreas, 2016. "Betriebs-Historik-Panel 1975-2014 (Establishment History Panel 1975-2014)," FDZ Datenreport. Documentation on Labour Market Data 201603_de, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Schmucker, Alexandra & Seth, Stefan & Ludsteck, Johannes & Eberle, Johanna & Ganzer, Andreas, 2016. "Establishment History Panel 1975-2014," FDZ Datenreport. Documentation on Labour Market Data 201603_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015.
"Generalised partially linear regression with misclassified data and an application to labour market transitions,"
ZEW Discussion Papers
15-043, ZEW - Leibniz Centre for European Economic Research.
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015. "Generalised partially linear regression with misclassied data and an application to labour market transitions," FDZ Methodenreport 201510_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Eberle Johanna & Schmucker Alexandra, 2017. "The Establishment History Panel – Redesign and Update 2016," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 237(6), pages 535-547, December.
- Reichelt, Malte & Vicari, Basha, 2014. "Ausbildungsinadäquate Beschäftigung in Deutschland: Im Osten sind vor allem Ältere für ihre Tätigkeit formal überqualifiziert (Job-qualification mismatch in Germany: In East Germany, especially older ," IAB-Kurzbericht 201425, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Seth, Stefan & Stüber, Heiko, 2018. "The Administrative Wage and Labor Market Flow Panel," FAU Discussion Papers in Economics 01/2017, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics, revised 2018.
- Stüber, Heiko & Seth, Stefan & Lochner, Benjamin, 2020. "The Administrative Wage and Labor Market Flow Panel Extension for the IAB Job Vacancy Survey 2010 - 2014," FDZ Datenreport. Documentation on Labour Market Data 202008_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- repec:iab:iabfda:201901(en is not listed on IDEAS
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Dlugosz, Stephan, 2011. "Give missings a chance: Combined stochastic and rule-based approach to improve regression models with mismeasured monotonic covariates without side information," ZEW Discussion Papers 11-013, ZEW - Leibniz Centre for European Economic Research.
- repec:iab:iabfme:201011(en is not listed on IDEAS
- Brizmohun, Roshini & Duffy, Patricia A., 2016. "Do Personal Attitudes about Welfare Influence Food Stamp Participation?," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235698, Agricultural and Applied Economics Association.
- Thomas Barnay, 2016.
"Health, work and working conditions: a review of the European economic literature,"
The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 693-709, July.
- Thomas Barnay, 2014. "Health, Work and Working Conditions : A Review of the European Economic Literature," Erudite Working Paper 2014-04, Erudite.
- Thomas Barnay, 2016. "Health, Work and Working Conditions: A Review of the European Economic Literature," Post-Print hal-01297538, HAL.
- Thomas Barnay, 2014. "Health, Work and Working Conditions: A Review of the European Economic Literature," OECD Economics Department Working Papers 1148, OECD Publishing.
- Thomas Barnay, 2014. "Health, Work and Working Conditions: A Review of the European Economic Literature," TEPP Working Paper 2014-08, TEPP.
- Thomas Barnay, 2014. "Health, Work and Working Conditions: A Review of the European Economic Literature," Post-Print hal-01044972, HAL.
- Thomas Barnay, 2014. "Health, Work and Working Conditions: A Review of the European Economic Literature," Working Papers halshs-01100259, HAL.
- Oliver Denk & Jean‐Baptiste Michau, 2018.
"Optimal Social Security with Imperfect Tagging,"
Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(3), pages 717-762, July.
- Oliver Denk & Jean-Baptiste Michau, 2013. "Optimal Social Security with Imperfect Tagging," Working Papers hal-00796521, HAL.
- Stella Martin & Kevin Stabenow & Mark Trede, 2024. "Measurement Error in Earnings," CQE Working Papers 10824, Center for Quantitative Economics (CQE), University of Muenster.
- Bennmarker, Helge & Skans, Oskar Nordström & Vikman, Ulrika, 2013.
"Workfare for the old and long-term unemployed,"
Labour Economics, Elsevier, vol. 25(C), pages 25-34.
- Bennmarker, Helge & Nordström Skans, Oskar & Vikman, Ulrika, 2012. "Workfare for the old and long-term unemployed," Working Paper Series, Center for Labor Studies 2012:8, Uppsala University, Department of Economics.
- Bennmarker, Helge & Nordström Skans, Oskar & Vikman, Ulrika, 2012. "Workfare for the old and long-term unemployed," Working Paper Series 2012:7, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Nabanita Datta Gupta & Mona Larsen, 2010. "The impact of health on individual retirement plans: self‐reported versus diagnostic measures," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 792-813, July.
- Ricardo Pagán & Andrés J. Marchante, 2004. "Análisis de las diferencias salariales por discapacidad en España: el caso de los varones," Hacienda Pública Española / Review of Public Economics, IEF, vol. 171(4), pages 75-100, december.
- Mathias Silva, 2023.
"Parametric models of income distributions integrating misreporting and non-response mechanisms,"
AMSE Working Papers
2311, Aix-Marseille School of Economics, France.
- Mathias Silva, 2023. "Parametric models of income distributions integrating misreporting and non-response mechanisms," Working Papers hal-04093646, HAL.
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2017.
"Generalized partially linear regression with misclassified data and an application to labour market transitions,"
Computational Statistics & Data Analysis, Elsevier, vol. 110(C), pages 145-159.
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015. "Generalised partially linear regression with misclassied data and an application to labour market transitions," FDZ-Methodenreport 201510 (en), Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Dlugosz, Stephan & Mammen, Enno & Wilke, Ralf A., 2015. "Generalised partially linear regression with misclassified data and an application to labour market transitions," ZEW Discussion Papers 15-043, ZEW - Leibniz Centre for European Economic Research.
- Craig Gundersen & Brent Kreider, 2008.
"Food Stamps and Food Insecurity: What Can Be Learned in the Presence of Nonclassical Measurement Error?,"
Journal of Human Resources, University of Wisconsin Press, vol. 43(2), pages 352-382.
- Gundersen, Craig & Kreider, Brent, 2006. "Food Stamps and Food Insecurity: What Can Be Learned in the Presence of Non-Classical Measurement Error?," Staff General Research Papers Archive 12690, Iowa State University, Department of Economics.
- Gundersen, Craig & Kreider, Brent, 2008. "Food Stamps and Food Insecurity What Can Be Learned in the Presence of Nonclassical Measurement Error?," ISU General Staff Papers 200804010700001260, Iowa State University, Department of Economics.
- Kreider, Brent & Pepper, John V., 2007.
"Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors,"
Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
- Kreider, Brent & Pepper, John V., 2003. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Staff General Research Papers Archive 10229, Iowa State University, Department of Economics.
- Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," ISU General Staff Papers 200706010700001258, Iowa State University, Department of Economics.
- Tomi T. Kortela, 2011. "On the costs of disability insurance," 2011 Meeting Papers 445, Society for Economic Dynamics.
- Benjamin Cerf Harris, 2014.
"Within and Across County Variation in SNAP Misreporting: Evidence from Linked ACS and Administrative Records,"
CARRA Working Papers
2014-05, Center for Economic Studies, U.S. Census Bureau.
- Cerf, Benjamin, 2017. "Within and Across County Variation in SNAP Misreporting: Evidence from Linked ACS and Administrative Records," OSF Preprints jaufh, Center for Open Science.
- Axel Börsch-Supan & Tabea Bucher-Koenen & Felizia Hanemann, 2018. "Early Determinants of Work Disability in an International Perspective," NBER Working Papers 25142, National Bureau of Economic Research, Inc.
- Andrea Garnero, 2018.
"The dog that barks doesn’t bite: coverage and compliance of sectoral minimum wages in Italy,"
IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-24, December.
- Garnero, Andrea, 2017. "The Dog That Barks Doesn't Bite: Coverage and Compliance of Sectoral Minimum Wages in Italy," IZA Discussion Papers 10511, Institute of Labor Economics (IZA).
- Gimenez-Nadal, J. Ignacio & Molina, Jose Alberto, 2015.
"Health status and the allocation of time: Cross-country evidence from Europe,"
Economic Modelling, Elsevier, vol. 46(C), pages 188-203.
- Gimenez-Nadal, José Ignacio & Molina, José Alberto, 2014. "Health Status and the Allocation of Time: Cross-Country Evidence from Europe," IZA Discussion Papers 8634, Institute of Labor Economics (IZA).
- Amélie Adeline & Ismaël Choinière Crèvecoeur & Raquel Fonseca & Pierre-Carl Michaud, 2019.
"Income Volatility, Health and Well-Being,"
Cahiers de recherche / Working Papers
1906, Chaire de recherche sur les enjeux économiques intergénérationnels / Research Chair in Intergenerational Economics.
- Amélie Adeline & Raquel Fonseca & Pierre-Carl Michaud, 2020. "Income Volatility, Health and Well-Being," CIRANO Working Papers 2020s-01, CIRANO.
- Adeline, Amelie & Crèvecoeur, Ismael Choinière & Fonseca, Raquel & Michaud, Pierre-Carl, 2019. "Income Volatility, Health and Well-Being," IZA Discussion Papers 12823, Institute of Labor Economics (IZA).
- Hugo Benítez-Silva & Richard Disney & Sergi Jiménez-Martín, 2010.
"Disability, capacity for work and the business cycle: an international perspective [Has the boom in incapacity benefit claimant numbers passed its peak?],"
Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(63), pages 483-536.
- Hugo Benítez Silva & Richard Disney & Sergi Jiménez-Martín, 2009. "Disability, capacity for work and the business cycle: An international perspective," Economics Working Papers 1171, Department of Economics and Business, Universitat Pompeu Fabra.
- Hugo Benítez-Silva & Richard Disney & Sergi Jiménez Martín, 2009. "Disability, Capacity for Work and the Business Cycle: An International Perspective," Working Papers 2009-28, FEDEA.
- Hai‐Anh Dang & Dean Jolliffe & Calogero Carletto, 2019.
"Data Gaps, Data Incomparability, And Data Imputation: A Review Of Poverty Measurement Methods For Data‐Scarce Environments,"
Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 757-797, July.
- Dang,Hai-Anh H. & Jolliffe,Dean Mitchell & Carletto,Calogero & Dang,Hai-Anh H. & Jolliffe,Dean Mitchell & Carletto,Calogero, 2017. "Data gaps, data incomparability, and data imputation : a review of poverty measurement methods for data-scarce environments," Policy Research Working Paper Series 8282, The World Bank.
- Dang, Hai-Anh & Jolliffe, Dean & Carletto, Calogero, 2018. "Data Gaps, Data Incomparability, and Data Imputation: A Review of Poverty Measurement Methods for Data-Scarce Environments," GLO Discussion Paper Series 179, Global Labor Organization (GLO).
- Hai-Anh Dang & Dean Jolliffe & Calogero Carletto, 2018. "Data gaps, data incomparability, and data imputation: A review of poverty measurement methods for data-scarce environments," Working Papers 456, ECINEQ, Society for the Study of Economic Inequality.
More about this item
Keywords
Bundesrepublik Deutschland ; Datenaufbereitung ; Datenqualität ; IAB-Datensatz Arbeiten und Lernen ; Imputationsverfahren ; Interview ; prozessproduzierte Daten;All these keywords.
JEL classification:
- C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
- I20 - Health, Education, and Welfare - - Education - - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-EDU-2014-06-22 (Education)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iab:iabdpa:201415. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: IAB, Geschäftsbereich Wissenschaftliche Fachinformation und Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/iabbbde.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.