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KWReq—a new instrument for measuring knowledge work requirements of higher education graduates

Author

Listed:
  • Maximilian Trommer

    (Hannover Region/Department of Social Affairs)

  • Hildegard Schaeper

    (Deutsches Zentrum für Hochschul- und Wissenschaftsforschung (DZHW))

  • Gregor Fabian

    (Deutsches Zentrum für Hochschul- und Wissenschaftsforschung (DZHW))

Abstract

Starting from the observation that questionnaires for appropriately measuring the changing working conditions and requirements of the highly qualified workforce do not exist, we developed a new German-language instrument focussing on knowledge work. Based on theoretical considerations, we first identified three basic dimensions that constitute knowledge work: novelty, complexity, and autonomy. During the subsequent process of questionnaire development with higher education graduates, including a cognitive pretest, a quantitative development study, and a replication study, these dimensions were operationalised by initially 173 and finally 22 items. Confirmatory factor analysis and structural equation modelling of the data of both the development and the replication study show that the 22-item instrument validly and reliably measures novelty (4 items), complexity with three subdimensions (9 items), and autonomy, also with three subdimensions (9 items). An English version of the questionnaire is available. However, the empirical test of the English-language questionnaire as well as possible refinements of the measurement instrument, which will be discussed in the final section of the paper, are left to future research.

Suggested Citation

  • Maximilian Trommer & Hildegard Schaeper & Gregor Fabian, 2021. "KWReq—a new instrument for measuring knowledge work requirements of higher education graduates," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-24, December.
    • Handle: RePEc:spr:jlabrs:v:55:y:2021:i:1:d:10.1186_s12651-021-00303-2
    DOI: 10.1186/s12651-021-00303-2
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    References listed on IDEAS

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    1. Britta Matthes & Bernhard Christoph & Florian Janik & Michael Ruland, 2014. "Collecting information on job tasks—an instrument to measure tasks required at the workplace in a multi-topic survey [Die Erfassung von Job-Tasks in persönlichen Befragungen. Ein neues Instrument z," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(4), pages 273-297, December.
    2. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    3. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    4. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    5. Wood, Robert E., 1986. "Task complexity: Definition of the construct," Organizational Behavior and Human Decision Processes, Elsevier, vol. 37(1), pages 60-82, February.
    6. Christian P Theurer & Andranik Tumasjan & Isabell M Welpe, 2018. "Contextual work design and employee innovative work behavior: When does autonomy matter?," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-35, October.
    7. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, December.
    8. Matthes, Britta & Christoph, Bernhard & Janik, Florian & Ruland, Michael, 2014. "Collecting information on job tasks - an instrument to measure tasks required at the workplace in a multi-topic survey," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 47(4), pages 273-297.
    9. G.T. Lumpkin & Claudia C. Cogliser & Dawn R. Schneider, 2009. "Understanding and Measuring Autonomy: An Entrepreneurial Orientation Perspective," Entrepreneurship Theory and Practice, , vol. 33(1), pages 47-69, January.
    10. Golo Henseke, 2019. "Against the Grain? Assessing Graduate Labour Market Trends in Germany Through a Task-Based Indicator of Graduate Jobs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(2), pages 809-840, January.
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