Big data at work: Age and labor productivity in the service sector

被引:14
|
作者
Borsch-Supan, Axel [1 ,2 ,3 ]
Hunkler, Christian [1 ,4 ]
Weiss, Matthias [1 ,5 ,6 ]
机构
[1] Max Planck Inst Social Law & Social Policy, Amalienstr 33, Munich, Germany
[2] Tech Univ Munich, Munich, Germany
[3] Natl Bur Econ Res NBER, Cambridge, MA USA
[4] Humboldt Univ, Berlin, Germany
[5] Ostbayer Tech Hsch OTH, Regensburg, Germany
[6] Maastricht Univ, Res Ctr Educ & Labour Market ROA, Maastricht, Netherlands
来源
关键词
Age-productivity profiles; Service industry; Demographic change; COMPARATIVE JOB-PERFORMANCE; WAGES;
D O I
10.1016/j.jeoa.2021.100319
中图分类号
C921 [人口统计学];
学科分类号
摘要
Does productivity decline with age? Does population aging harm economic growth? We exploit processgenerated data from a large and typical service-sector company. We find no decline in average productivity in the age range of 20-60. This result is precisely measured. Our innovative identification strategy corrects for sample selection, endogeneity of age composition and age-cohort confounding. Our big data are essential to extract the signal from the noise that has marred many previous studies. While average productivity stays flat, we find variation according to task complexity. Productivity increases with age in teams with more demanding tasks and decreases in routine tasks.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Impact of Work Motivation on Construction Labor Productivity
    Johari, Sparsh
    Jha, Kumar Neeraj
    JOURNAL OF MANAGEMENT IN ENGINEERING, 2020, 36 (05)
  • [42] LABOR PRODUCTIVITY AND WORK SAMPLING - THE BOTTOM LINE
    THOMAS, HR
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1991, 117 (03): : 423 - 444
  • [43] Big Impact through Big Data: Potential of Big Data in the Indian Public Sector
    Chalcraborty, Anup
    Dey, Sueli
    PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON PUBLIC ADMINISTRATION (8TH), VOL I, 2012, : 565 - 569
  • [44] DESTRUCTION OF THE SYSTEM OF WORK RELATIONSHIPS IN THE LABOR SECTOR
    Parra, Ninoska del Valle Montiel
    REVISTA CICAG, 2024, 21 (02): : 58 - 76
  • [45] A Survey on Big Data in Financial Sector
    Jaiswal, Anku
    Bagale, Purrushottam
    2017 INTERNATIONAL CONFERENCE ON NETWORKING AND NETWORK APPLICATIONS (NANA), 2017, : 337 - 340
  • [46] LABOR RATING - AN IMPORTANT FACTOR OF RAISING LABOR PRODUCTIVITY AND WORK QUALITY
    ZHDANOVICH, AA
    KHIMICHESKAYA PROMYSHLENNOST, 1980, (12): : 706 - 711
  • [47] USING BIG DATA IN THE GOVERNMENT SECTOR
    Alexandru, Adriana
    Coardos, Dora
    Tudora, Eleonora
    INTERNATIONAL CONFERENCE ON INFORMATICS IN ECONOMY, IE 2016: EDUCATION, RESEARCH & BUSINESS TECHNOLOGIES, 2016, : 283 - 288
  • [48] Public-Sector Labor in the Age of Obama
    Slater, Joseph E.
    INDIANA LAW JOURNAL, 2012, 87 (01) : 189 - 229
  • [49] Manufacturing and service-sector productivity in Turkey: A perspective from firm-level data
    Dincer, Nazire Nergiz
    Eichengreen, Barry
    Tekin-Koru, Ayca
    WORLD ECONOMY, 2022, 45 (09): : 2698 - 2723
  • [50] Big Data and Service Operations
    Cohen, Maxime C.
    PRODUCTION AND OPERATIONS MANAGEMENT, 2018, 27 (09) : 1709 - 1723