[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/ozl/journl/v18y2015i3p345-374.html
   My bibliography  Save this article

Modelling the relationships between the use of STEM* skills, collaboration, R&D and Innovation among Australian Businesses

Author

Listed:
  • Franklin Soriano

    (Australian Bureau of Statistics)

  • Ruel Abello

    (Australian Bureau of Statistics)

Abstract
This paper investigates the relationship between the use of STEM/Non-STEM skills, collaboration, R&D and innovation, including novelty of innovation, among Australian businesses. The analysis employs standard probit modelling using the 2010-11 and 2011-12 ABS Business Characteristics Survey data. Results show that the use of STEM skills and collaboration in R&D are very strongly associated with an increase in the likelihood of innovating. The combined impact of collaboration in R&D, expenditure in R&D, and the use of STEM skills on the probability of having a ‘new to the world’ type of innovation is also found to be strong.

Suggested Citation

  • Franklin Soriano & Ruel Abello, 2015. "Modelling the relationships between the use of STEM* skills, collaboration, R&D and Innovation among Australian Businesses," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 18(3), pages 345-374.
  • Handle: RePEc:ozl:journl:v:18:y:2015:i:3:p:345-374
    as

    Download full text from publisher

    File URL: http://ftprepec.drivehq.com/ozl/journl/downloads/AJLE183soriano.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hirokatsu Asano & Takahiro Ito & Daiji Kawaguchi, 2013. "Why Has the Fraction of Nonstandard Workers Increased? A Case Study of Japan," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(4), pages 360-389, September.
    2. Hashimoto, Yuki & Kondo, Ayako, 2012. "Long-term effects of labor market conditions on family formation for Japanese youth," Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 1-22.
    3. Hideo Akabayashi, 2006. "The labor supply of married women and spousal tax deductions in Japan—a structural estimation," Review of Economics of the Household, Springer, vol. 4(4), pages 349-378, December.
    4. Machiko Osawa, 2005. "Japan's Changing Economy and Women Workers," Japanese Economy, Taylor & Francis Journals, vol. 32(4), pages 96-108.
    5. David Neumark & Sanders Korenman, 1994. "Sources of Bias in Women's Wage Equations: Results Using Sibling Data," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 379-405.
    6. Genda, Yuji & Kurosawa, Masako, 2001. "Transition from School to Work in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 15(4), pages 465-488, December.
    7. Ono, Hiroshi, 2010. "Lifetime employment in Japan: Concepts and measurements," Journal of the Japanese and International Economies, Elsevier, vol. 24(1), pages 1-27, March.
    8. Nakamura, Jiro & Ueda, Atsuko, 1999. "On the Determinants of Career Interruption by Childbirth among Married Women in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 13(1), pages 73-89, March.
    9. Ron Lesthaeghe, 2010. "The Unfolding Story of the Second Demographic Transition," Population and Development Review, The Population Council, Inc., vol. 36(2), pages 211-251, June.
    10. Esteban-Pretel, Julen & Nakajima, Ryo & Tanaka, Ryuichi, 2011. "Are contingent jobs dead ends or stepping stones to regular jobs? Evidence from a structural estimation," Labour Economics, Elsevier, vol. 18(4), pages 513-526, August.
    11. Yuji Genda & Ayako Kondo & Souichi Ohta, 2010. "Long-Term Effects of a Recession at Labor Market Entry in Japan and the United States," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    12. Rikiya Matsukura & Naohiro Ogawa & Robert Clark, 2007. "Analysis of Employment Patterns and the Changing Demographic Structure of Japan," Japanese Economy, Taylor & Francis Journals, vol. 34(1), pages 82-153.
    13. Tomoko Kishi, 2013. "Cohort Effects, Spousal Incomes and Female Labour Force Participation in Japan - A Panel Data Analysis," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 16(2), pages 201-217.
    14. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    15. Hiroshi Kawata & Saori Naganuma, 2010. "Labor Force Participation Rate in Japan," Bank of Japan Review Series 10-E-7, Bank of Japan.
    16. Kazuaki Okamura & Nizamul Islam, 2011. "Inter‐Temporal Labour Force Participation Among Married Women In Japan," The Japanese Economic Review, Japanese Economic Association, vol. 62(4), pages 562-580, December.
    17. Kawaguchi, Daiji & Ueno, Yuko, 2013. "Declining long-term employment in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 28(C), pages 19-36.
    18. Kambayashi, Ryo & Kato, Takao, 2011. "Long-term Employment and Job Security over the Last Twenty-Five Years: A Comparative Study of Japan and the U.S," IZA Discussion Papers 6183, Institute of Labor Economics (IZA).
    19. Atoda, Naosumi & Tachibanaki, Toshiaki, 1991. "Earnings Distribution and Inequality over Time: Education versus Relative Position and Cohort," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(2), pages 475-489, May.
    20. Tomoko Kishi, 2014. "Female Labour Supply in Australia and Japan: The Effects of Education and Qualifications," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 17(3), pages 233-255.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Soriano, Franklin A. & Villano, Renato A. & Fleming, Euan M. & Battese, George E., 2018. "What’s driving innovation in small businesses in Australia? The case of the food industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 63(1), October.

    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.
    1. Sanae Tashiro, 2015. "Is being single better? An analysis of employment structure and wages of Japanese female workers," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 18(3), pages 239-254.
    2. Sanae Tashiro & Chu-Ping Lo, 2020. "When Social Norms Influence the Employment of Women: The Case of Japan," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(3), pages 460-482, June.
    3. Ayako Kondo, 2024. "Scars of the job market “ice-age”," Social Science Japan Journal, University of Tokyo and Oxford University Press, vol. 27(2), pages 133-148.
    4. Ohta, Souichi, 2019. "Some evidence on the cohort earnings differentials of men in Japan," Japan and the World Economy, Elsevier, vol. 49(C), pages 113-125.
    5. Ayako Kondo, 2024. "Scars of the job market “ice-age”," Social Science Japan Journal, University of Tokyo and Oxford University Press, vol. 27(2), pages 133-148.
    6. Kyoji Fukao & Cristiano Perugini, 2021. "The Long‐Run Dynamics of the Labor Share in Japan," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 445-480, June.
    7. Kawaguchi, Akira, 2015. "Internal labor markets and gender inequality: Evidence from Japanese micro data, 1990–2009," Journal of the Japanese and International Economies, Elsevier, vol. 38(C), pages 193-213.
    8. James M. Raymo & Akihisa Shibata, 2017. "Unemployment, Nonstandard Employment, and Fertility: Insights From Japan’s “Lost 20 Years”," Demography, Springer;Population Association of America (PAA), vol. 54(6), pages 2301-2329, December.
    9. Jess Diamond, 2018. "Employment Status Persistence in the Japanese Labour Market," The Japanese Economic Review, Springer, vol. 69(1), pages 69-100, March.
    10. Esteban-Pretel, Julen & Fujimoto, Junichi, 2020. "Non-regular employment over the life-cycle: Worker flow analysis for Japan," Journal of the Japanese and International Economies, Elsevier, vol. 57(C).
    11. Kenn Ariga & Masako Kurosawa & Fumio Ohtake & Masaru Sasaki, 2012. "How Do High School Graduates In Japan Compete For Regular, Full-Time Jobs? An Empirical Analysis Based Upon An Internet Survey Of The Youth," The Japanese Economic Review, Japanese Economic Association, vol. 63(3), pages 348-379, September.
    12. Okamura, Kazuaki & Islam, Nizamul, 2021. "Multinomial employment dynamics with state dependence and heterogeneity: Evidence from Japan," Economic Modelling, Elsevier, vol. 101(C).
    13. Kawaguchi, Daiji & Mori, Yuko, 2016. "Why has wage inequality evolved so differently between Japan and the US? The role of the supply of college-educated workers," Economics of Education Review, Elsevier, vol. 52(C), pages 29-50.
    14. Eleanor Jawon Choi & Jaewoo Choi & Hyelim Son, 2019. "The Long-Term Effects of Labor Market Entry in a Recession: Evidence from the Asian Financial Crisis," Upjohn Working Papers 19-312, W.E. Upjohn Institute for Employment Research.
    15. Clémentine Garrouste & Mathilde Godard, 2016. "The lasting health impact of leaving school in a bad economy : Britons in the 1970s recession," Post-Print hal-01408637, HAL.
    16. OSHIO Takashi & INAGAKI Seiichi, 2014. "Does Initial Job Status Affect Midlife Outcomes and Mental Health? Evidence from a survey in Japan," Discussion papers 14025, Research Institute of Economy, Trade and Industry (RIETI).
    17. GENDA, Yuji & KURODA, Sachiko & OHTA, Souichi, 2011. "Does downsizing take a toll on retained staff? An analysis of increased working hours during recessions using Japanese micro data," ISS Discussion Paper Series (series F) f154, Institute of Social Science, The University of Tokyo.
    18. Masakatsu Okubo, 2015. "Earnings Dynamics and Profile Heterogeneity: Estimates from Japanese Panel Data," The Japanese Economic Review, Japanese Economic Association, vol. 66(1), pages 112-146, March.
    19. Miyamoto Hiroaki, 2016. "Growth and non-regular employment," The B.E. Journal of Macroeconomics, De Gruyter, vol. 16(2), pages 523-554, June.
    20. Oshio, Takashi & Inagaki, Seiichi, 2013. "Does initial job status affect midlife outcomes and mental health? Evidence from a survey in Japan," CIS Discussion paper series 585, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.

    More about this item

    Keywords

    Skills; collaboration; R&D; Innovation; Australia;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • D29 - Microeconomics - - Production and Organizations - - - Other

    Statistics

    Access and download statistics

    Corrections

    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:ozl:journl:v:18:y:2015:i:3:p:345-374. 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: Sandie Rawnsley (email available below). General contact details of provider: https://edirc.repec.org/data/becurau.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.