The mediating role of personnel training between innovation and performanceEvidence from the German pharmaceutical industry.

  1. Julen Castillo Apraiz 1
  2. Jesús Matey de Antonio 1
  1. 1 Universidad del País Vasco/Euskal Herriko Unibertsitatea
    info

    Universidad del País Vasco/Euskal Herriko Unibertsitatea

    Lejona, España

    ROR https://ror.org/000xsnr85

Zeitschrift:
Management Letters / Cuadernos de Gestión

ISSN: 1131-6837

Datum der Publikation: 2020

Ausgabe: 20

Nummer: 3

Seiten: 41-52

Art: Artikel

DOI: 10.5295/CDG.180990JC DIALNET GOOGLE SCHOLAR lock_openOpen Access editor

Andere Publikationen in: Management Letters / Cuadernos de Gestión

Zusammenfassung

Purpose – The need for companies to become more innovative has never been greater, because innovation helps them deal with a turbulent environment by providing them a sustainable competitive advantage. In this sense, it has been generally accepted that a successful innovative environment requires a welltrained work force. Nevertheless, the literature showing how personnel training drives the innovationperformance relationship in industries where innovation is a key factor is scarce, especially in high-tech industries such as the pharmaceutical industry. Thus, we build upon existing studies to contribute to the innovation and training-related literature by considering the latter as a mediating variable between innovation and business performance. Hence, we aim to assess the impact of innovation on performance, and bring new insights into the innovation-performance link by including training as a variable that drives the aforementioned relationship. Design/methodology – We apply the partial least squares structural equation modeling technique to a sample of German pharmaceutical firms. The data were collected in mid-2014 by means of a computerassisted telephone interviewing (CATI) procedure. As a result, 200 valid responses were obtained from CEOs. Findings – First, this study demonstrates that both innovation and personnel training have a significant, positive impact on performance. Second, the results suggest that training personnel does indeed positively mediate the innovation-performance link. Hence, our study helps explain how innovation effectively translates into greater levels of performance. Originality / value – We answer calls to clarify about the innovation-personnel training relationship to generate greater levels of performance in turbulent environments. Furthermore, we assess this fact in the pharmaceutical industry, where paradoxically there is a lack of studies within the aforementioned framework.

Informationen zur Finanzierung

We highly appreciate the financial support received from the Fundación Emilio Soldevilla para la Investigación y el Desarrollo en Economía de la Empresa (FESIDE) foundation and the Unidad de Formación e Investigación en Dirección Empresarial y Gobernanza Territorial y Social (UFI 11/51) research and training unit.

Geldgeber

Bibliographische Referenzen

  • Akan, O., Allen, R. S., Helms, M. M., and Spralls, S. A. I., 2006. Critical tactics for implementing Porter’s generic strategies. The journal of business strategy, 27 (1), 43-53.
  • Ali, M., Kan, K. A. S., and Sarstedt, M., 2016. Direct and configurational paths of absorptive capacity and organizational innovation to successful organizational performance. Journal of business research, 69 (11), 5317-5323.
  • Allen, R. S., and Helms, M. M., 2006. Linking strategic practices and organizational performance to Porter’s generic strategies. Business process management journal, 12 (4), 433-454.
  • Arzubiaga, U., 2019. Gobernanza corporativa y orientación emprendedora de las pymes familiares: un análisis de la influencia de la implicación familiar a distintos niveles. Cuadernos de gestión, 19 (1), 119-146.
  • Arzubiaga, U., Castillo-Apraiz, J., and Palma-Ruiz, J. M. 2019. Competitive advantage development in family firms by transforming entrepreneurial orientation into CSR: evidence from Spain. In Handbook of Research on Entrepreneurial Leadership and Competitive Strategy in Family Business (pp. 112-128). IGI Global.
  • Arzubiaga, U., Maseda, A., and Iturralde, T., 2019. Exploratory and exploitative innovation in family businesses: the moderating role of the family firm image and family involvement in top management. Review of managerial science, 13 (1), 1-31.
  • Aw, B. Y., Roberts, M. J., and Winston, T., 2007. Export market participation, investments in R&D and worker training, and the evolution of firm productivity. The world economy, 30 (1), 83-104.
  • Axtell, C. M., Maitlis, S., and Yearta, S. K., 1997. Predicting immediate and longer-term transfer of training. Personnel review, 26 (3), 201213.
  • Azar, G., and Ciabuschi, F., 2017. Organizational innovation, technological innovation, and export performance: The effects of innovation radicalness and extensiveness. International business review, 26 (2), 324-336
  • Barba-Aragón, M. I., 2014. La habilidad de los directivos y su papel mediador entre formación e innovación. Revista europea de dirección y economía de la empresa, 23 (3), 127-136.
  • Bauer, M., and Leker, J., 2013. Exploration and exploitation in product and process innovation in the chemical industry. R&D Management, 43 (3), 196-212.
  • Beugelsdijk, S., 2008. Strategic human resource practices and product innovation. Organization studies, 29 (6), 821-847.
  • Blandy, R., Hawke, A., Webster, E., and Dockery, A. M., 2000. Does training pay?: evidence from Australian enterprises: National Centre for Vocational Education Research.
  • Blunch, N.-H., and Castro, P., 2005. Multinational enterprises and training revisited: do international standards matter?: Social Protection, World Bank.
  • Booth, A. L., 1991. Job‐related formal training: who receives it and what is it worth? Oxford bulletin of economics and statistics, 53 (3), 281294.
  • Booth, A. L., and Snower, D. J., 1996. Acquiring Skills: Market Failures, their Symptoms and Policy Responses: Cambridge University Press.
  • Bower, D. J., and Whittaker, E., 1993. Global R&D networks: the case of the pharmaceutical industry. Journal of industry studies, 1 (1), 50-64.
  • Brown, T. C., 2005. Effectiveness of distal and proximal goals as transferof‐training interventions: A field experiment. Human resource development quarterly, 16 (3), 369-387.
  • Browne, M. W., and Cudeck, R., 1993. Alternative ways of assessing model fit. Sage focus editions, 154, 136-136.
  • Calabrò, A., Vecchiarini, M., Gast, J., Campopiano, G., De Massis, A., and Kraus, S., 2019. Innovation in family firms: A systematic literature review and guidance for future research. International journal of management reviews, 21 (3), 317-355.
  • Castillo-Apraiz, J., Arzubiaga, U., and Palma-Ruiz, J. M., 2020a. Is being conservative at home whilst taking risks abroad a suitable competitive strategy? the case of spanish family firms internationalizing to Mexico. In Entrepreneurship and Family Business Vitality (pp. 257268). Springer.
  • Castillo-Apraiz, J., Palma-Ruiz, J. M., and Arzubiaga, U., 2020b. Is the impact of sustainability exploration on firm economic return so obvious? the case of internationalized spanish firm operating in hightech and low-tech industries. In Sustainable Innovation: Advocating and Organizing Enterprises Consciously. Routledge.
  • Chen, C.-J., and Huang, J.-W., 2009. Strategic human resource practices and innovation performance—The mediating role of knowledge management capacity. Journal of business research, 62 (1), 104-114.
  • Chen, Y., 2006. Marketing innovation. Journal of economics & management strategy, 15 (1), 101-123.
  • Chin, W. W., 2010. How to write up and report PLS analyses. In V. Vinzi, W. W. Chin, J. Henseler, and H. Wang (Eds.), Handbook of Partial Least Squares (pp. 655-690): Springer.
  • Cockburn, I. M., and Henderson, R. M., 1998. Absorptive capacity, coauthoring behavior, and the organization of research in drug discovery. The journal of industrial economics, 46 (2), 157-182.
  • Cohen, J., 1992. A power primer. Psychological bulletin, 112 (1), 155-159.
  • Cohen, W. M., and Levinthal, D. A., 1990. Absorptive capacity: A new perspective on learning and innovation. Administrative science quarterly, 35 (1), 128-152.
  • Cooper, R. G., and Kleinschmidt, E. J., 1993. Major new products: what distinguishes the winners in the chemical industry? Journal of product innovation management, 10 (2), 90-111.
  • Covin, J. G., and Slevin, D. P., 1989. Strategic management of small firms in hostile and benign environments. Strategic management journal, 10 (1), 75-87.
  • Crone, M., and Roper, S., 2001. Local learning from multinational plants: knowledge transfers in the supply chain. Regional studies, 35 (6), 535-548.
  • D’Este, P., Rentocchini, F., and Vega-Jurado, J., 2014. The role of human capital in lowering the barriers to engaging in innovation: evidence from the Spanish innovation survey. Industry and innovation, 21 (1), 1-19.
  • Dadfar, H., Dahlgaard, J. J., Brege, S., and Alamirhoor, A., 2013. Linkage between organisational innovation capability, product platform development and performance: The case of pharmaceutical small and medium enterprises in Iran. Total quality management & business excellence, 24 (7), 819-834.
  • Damanpour, F., 1991. Organizational innovation: A meta-analysis of effects of determinants and moderators. Academy of management journal, 34 (3), 555-590.
  • Damanpour, F., Walker, R. M., and Avellaneda, C. N., 2009. Combinative effects of innovation types and organizational performance: A longitudinal study of service organizations. Journal of management studies, 46 (4), 650-675.
  • Davis, P. S., and Pett, T. L., 2002. Measuring organizational efficiency and effectiveness. Journal of management research, 2 (2), 87-97.
  • De Saá-Pérez, P., Díaz-Díaz, N. L., and Luis Ballesteros-Rodríguez, J., 2012. The role of training to innovate in SMEs. Innovation, 14 (2), 218-230.
  • Dermol, V., and Čater, T., 2013. The influence of training and training transfer factors on organisational learning and performance. Personnel review, 42 (3), 324-348.
  • Dess, G. G., and Davis, P. S., 1984. Porter’s (1980) generic strategies as determinants of strategic group membership and organizational performance. Academy of management journal, 27 (3), 467-488.
  • Di Pietro, F., Palacín-Sánchez, M. J., and Roldán, J. L., 2018. Regional development and capital structure of SMEs. Cuadernos de gestión, 18 (1), 37-60.
  • Dimovski, V., Škerlavaj, M., Kimman, M., and Hernaus, T., 2008. Comparative analysis of the organisational learning process in Slovenia, Croatia, and Malaysia. Expert systems with applications, 34 (4), 3063-3070.
  • Dziallas, M., and Blind, K., 2019. Innovation indicators throughout the innovation process: An extensive literature analysis. Technovation, 80, 3-29.
  • Fabrizio, K. R., 2009. Absorptive capacity and the search for innovation. Research policy, 38 (2), 255-267. Fagerberg, J., Mowery, D. C., and Nelson, R. R., 2005. The Oxford Handbook of Innovation. USA: Oxford University Press.
  • Faul, F., Erdfelder, E., Lang, A.-G., and Buchner, A., 2007. G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior research methods, 39(2), 175-191.
  • Frietsch, R., and Neuhäusler, P., 2015. The development of qualification and employment structures in non-R&D-intensive industry sectors– The case of Germany Low-tech innovation (pp. 67-78): Springer.
  • Garavan, T., McCarthy, A., Sheehan, M., Lai, Y., Saunders, M. N., Clarke, N., ... and Shanahan, V., 2019. Measuring the organizational impact of training: The need for greater methodological rigor. Human resource development quarterly, 30, 291-309.
  • García-Sánchez, E., García-Morales, V., and Martín-Rojas, R., 2018. Influence of technological assets on organizational performance through absorptive capacity, organizational innovation and internal labour flexibility. Sustainability, 10 (3), 770.
  • Garcia-Morales, V. J., Matias-Reche, F., and Hurtado-Torres, N., 2008. Influence of transformational leadership on organizational innovation and performance depending on the level of organizational learning in the pharmaceutical sector. Journal of organizational change management, 21 (2), 188-212.
  • Gray, C., 2006. Absorptive capacity, knowledge management and innovation in entrepreneurial small firms. International journal of entrepreneurial behavior & research, 12 (6), 345-360.
  • Grimpe, C., Sofka, W., Bhargava, M., and Chatterjee, R., 2017. R&D, Marketing Innovation, and New Product Performance: A Mixed Methods Study. Journal of product innovation management, 34 (3), 360-383.
  • Guisado González, M., Vila Alonso, M., and Guisado Tato, M., 2016. Innovación, capacidad productiva, formación en el puesto de trabajo y productividad. Cuadernos de gestión, 16 (2), 77-92.
  • Gunday, G., Ulusoy, G., Kilic, K., and Alpkan, L., 2011. Effects of innovation types on firm performance. International journal of production economics, 133 (2), 662-676.
  • Gupta, S., Malhotra, N. K., Czinkota, M., and Foroudi, P., 2016. Marketing innovation: A consequence of competitiveness. Journal of business research, 69 (12), 5671-5681.
  • Hair, J., Hult, G., Ringle, C., Sarstedt, M., Castillo-Apraiz, J., Cepeda Carrion, G., and Roldán, J., 2019. Manual de partial least squares structural equation modeling (pls-sem): Terrassa, Spain: OmniaScience.
  • Hair, J. F., Ringle, C. M., and Sarstedt, M., 2011. PLS-SEM: Indeed a silver bullet. Journal of marketing theory and practice, 19 (2), 139-152.
  • Hair Jr, J. F., Hult, G. T. M., Ringle, C., and Sarstedt, M., 2016. A primer on partial least squares structural equation modeling (PLS-SEM): Sage Publications.
  • Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., . . . Calantone, R. J., 2014. Common beliefs and reality about PLS: Comments on Rönkkö and Evermann (2013). Organizational research methods, 17 (2), 182-209.
  • Hock, C., Ringle, C. M., and Sarstedt, M., 2010. Management of multipurpose stadiums: Importance and performance measurement of service interfaces. International journal of services technology and management, 14 (2-3), 188-207.
  • Homburg, C., Krohmer, H., and Workman, J. P., 2004. A strategy implementation perspective of market orientation. Journal of business research, 57 (12), 1331-1340.
  • Horbach, J., 2010. The Impact of Innovation Activities on Employment in the Environmental Sector–Empirical Results for Germany at the Firm Level. Jahrbücher für nationalökonomie und statistik, 230 (4), 403-419.
  • Hsu, Y., 2011. Design innovation and marketing strategy in successful product competition. Journal of business & industrial marketing, 26 (4), 223-236.
  • Huang, K.-E., Wu, J.-H., Lu, S.-Y., and Lin, Y.-C., 2016. Innovation and technology creation effects on organizational performance. Journal of business research, 69 (6), 2187-2192.
  • Hwang, H., Sarstedt, M., Cheah, J. H., and Ringle, C. M., 2020. A concept analysis of methodological research on composite-based structural equation modeling: bridging PLSPM and GSCA. Behaviormetrika, 47 (1), 219-241.
  • Iddris, F., 2019. Innovation capability and product innovation performance: the case of low-tech manufacturing firms. European business review, 31 (5), 646-668.
  • Jansen, J. J., Van Den Bosch, F. A., and Volberda, H. W., 2006. Exploratory innovation, exploitative innovation, and performance: Effects of organizational antecedents and environmental moderators. Management science, 52 (11), 1661-1674.
  • Jarvis, P., Holford, J., and Griffin, C., 2003. The Theory & Practice of Learning: Psychology Press.
  • Jiménez Jiménez, D., and Sanz Valle, R., 2006. Innovación, aprendizaje organizativo y resultados empresariales. Un estudio empírico. Cuadernos de economía y dirección de la empresa 29, 31-55.
  • Johannessen, J.-A., 2008. Explaining institutional change: aspects of an innovation in the new institutional economy. Kybernetes, 37 (1), 20-35.
  • Kirkpatrick, D. L., 2006. Training and performance appraisal-are they related? Improving employee performance through appraisal and coaching, 60 (9), 44-45.
  • Kline, R. B., 2011. Principles and Practice of Structural Equation Modeling. New York, NY: Guilford publications.
  • Kotey, B., and Folker, C., 2007. Employee training in SMEs: Effect of size and firm type—Family and nonfamily. Journal of small business management, 45 (2), 214-238.
  • Kraśnicka, T., Głód, W., and Wronka-Pośpiech, M., 2018. Management innovation, pro-innovation organisational culture and enterprise performance: testing the mediation effect. Review of managerial science, 12 (3), 737-769.
  • Kuncoro, W., and Suriani, W. O., 2018. Achieving sustainable competitive advantage through product innovation and market driving. Asia pacific management review, 23 (3), 186-192.
  • Kwon, K., 2019. The long-term effect of training and development investment on financial performance in Korean companies. International journal of manpower, 40 (6), 1092-1109.
  • Lane, P. J., and Lubatkin, M., 1998. Relative absorptive capacity and interorganizational learning. Strategic management journal, 19 (5), 461-477.
  • Lane, P. J., Salk, J. E., and Lyles, M. A., 2001. Absorptive capacity, learning, and performance in international joint ventures. Strategic management journal, 22 (12), 1139-1161.
  • Langerak, F., and Hultink, E. J., 2005. The impact of new product development acceleration approaches on speed and profitability: Lessons for pioneers and fast followers. IEEE transactions on engineering management, 52 (1), 30-42.
  • Lau, A. K., Tang, E., and Yam, R., 2010. Effects of supplier and customer integration on product innovation and performance: Empirical evidence in Hong Kong manufacturers. Journal of product innovation management, 27 (5), 761-777.
  • Lau, C. M., and Ngo, H. Y., 2004. The HR system, organizational culture, and product innovation. International business review, 13 (6), 685-703.
  • Leal-Rodríguez, A. L., and Albort-Morant, G., 2016. Linking Market Orientation, Innovation and Performance: An Empirical Study On Small Industrial Enterprises In Spain. Journal of small business strategy, 26 (1), 37-50.
  • Leal-Rodríguez, A. L., Eldridge, S., Roldán, J. L., Leal-Millán, A. G., and Ortega-Gutiérrez, J., 2015. Organizational unlearning, innovation outcomes, and performance: The moderating effect of firm size. Journal of business research, 68 (4), 803-809.
  • Lertxundi, A., and Landeta, J. 2011. The moderating effect of cultural context in the relation between HPWS and performance: An exploratory study in Spanish multinational companies. The international journal of human resource management, 22 (18), 3949-3967.
  • Li, Zhao, Y., and Liu, Y., 2006. The relationship between HRM, technology innovation and performance in China. International journal of manpower, 27 (7), 679-697.
  • Li, H., and Atuahene-Gima, K., 2001. Product innovation strategy and the performance of new technology ventures in China. Academy of management journal, 44 (6), 1123-1134.
  • Liao, S.-s., Chen, C.-C., Hu, D.-c., Chung, Y.-C., and Liu, C.-L., 2017. Assessing the influence of leadership style, organizational learning and organizational innovation. Leadership & organization development journal, 38 (5), 590-609.
  • Liengaard, B., Sharma, P. N., Hult G., T. M., Jensen, M. B. Sarstedt, M, Hair, J. F., and Ringle, C. M., 2020. Prediction: coveted, yet forsaken? Introducing a cross-validated predictive ability test in Partial Least Squares Path Modeling. Decision sciences, in press.
  • Lin, M.-Q., Lin, W., and Pao, C.-H., 2007. The effects of technology transfer, marketing strategy and innovation strategy on the operating performance of the biotech/pharmaceutical industry in Taiwan. International journal of electronic business management, 5 (2), 138-151.
  • Love, J. H., and Mansury, M. A., 2007. External linkages, R&D and innovation performance in US business services. Industry and innovation, 14 (5), 477-496.
  • Lyons, E., 2019. The impact of job training on temporary worker performance: Field experimental evidence from insurance sales agents. Journal of economics & management strategy, 1-25.
  • Malerba, F., and Orsenigo, L., 2015. The evolution of the pharmaceutical industry. Business history, 57 (5), 664-687.
  • Manoharan, T., Muralidharan, C., and Deshmukh, S., 2012. A composite model for employees’ performance appraisal and improvement. European journal of training and development, 36 (4), 448-480.
  • Maravelakis, E., Bilalis, N., Antoniadis, A., Jones, K. A., and Moustakis, V. 2006. Measuring and benchmarking the innovativeness of SMEs: A three-dimensional fuzzy logic approach. Production planning & control, 17 (3), 283-292.
  • March, J. G., 1991. Exploration and exploitation in organizational learning. Organization science, 2 (1), 71-87.
  • Matthews, J., 2002. Innovation in Australian small and medium enterprises: contributions from strategic human resource management. Asia pacific journal of human resources, 40 (2), 193-204.
  • McGuirk, H., Lenihan, H., and Hart, M., 2015. Measuring the impact of innovative human capital on small firms’ propensity to innovate. Research policy, 44 (4), 965-976.
  • Medrano, N., and Olarte-Pascual, C., 2016. The effects of the crisis on marketing innovation: An application for Spain. Journal of business & industrial marketing, 31 (3), 404-417.
  • Mehralian, G., Nazari, J. A., Rasekh, H. R., and Hosseini, S., 2016. TOPSIS approach to prioritize critical success factors of TQM: evidence from the pharmaceutical industry. The TQM journal, 28 (2), 235-249.
  • Minbaeva, D., Pedersen, T., Björkman, I., Fey, C. F., and Park, H. J., 2014. MNC knowledge transfer, subsidiary absorptive capacity and HRM. Journal of international business studies, 45 (1), 38-51.
  • Mumford, M. D., 2000. Managing creative people: Strategies and tactics for innovation. Human resource management review, 10 (3), 313-351.
  • Murovec, N., and Prodan, I., 2009. Absorptive capacity, its determinants, and influence on innovation output: Cross-cultural validation of the structural model. Technovation, 29 (12), 859-872.
  • Najafi-Tavani, S., Najafi-Tavani, Z., Naudé, P., Oghazi, P., and Zeynaloo, E., 2018. How collaborative innovation networks affect new product performance: Product innovation capability, process innovation capability, and absorptive capacity. Industrial marketing management, 73, 193-205.
  • Naranjo-Valencia, J. C., Naranjo-Herrera, C. G., Serna-Gómez, H. M., and Calderón-Hernández, G., 2018. The Relationship Between Training And Innovation In Companies. International journal of innovation management, 22 (02), 1850012.
  • Ng, Y. C., 2005. Training determinants and productivity impact of training in China: A case of Shanghai. Economics of education review, 24 (3), 275-295.
  • Nikandrou, I., Brinia, V., and Bereri, E., 2009. Trainee perceptions of training transfer: An empirical analysis. Journal of european industrial training, 33 (3), 255-270.
  • Nooteboom, B., Van Haverbeke, W., Duysters, G., Gilsing, V., and Van den Oord, A., 2007. Optimal cognitive distance and absorptive capacity. Research policy, 36 (7), 1016-1034.
  • Ordanini, A., Parasuraman, A., and Rubera, G., 2014. When the recipe is more important than the ingredients: A qualitative comparative analysis (QCA) of service innovation configurations. Journal of service research, 17 (2), 134-149.
  • Ortiz-Villajos, J. M., and Sotoca, S., 2018. Innovation and business survival: A long-term approach. Research policy, 47 (8), 1418-1436.
  • Platero-Jaime, M., Benito-Hernández, S., and Rodríguez-Duarte, A., 2017. The moderator effect of training in the adoption of ICT in microenterprises. Cuadernos de gestión, 17 (2), 87-108.
  • Pluta, P. L., and Fugate, T., 2009. Effective training. Journal of GXP compliance, 13 (3), 10-13.
  • Podsakoff, N. P., Shen, W., and Podsakoff, P. M., 2006. The role of formative measurement models in strategic management research: Review, critique, and implications for future research. Research methodology in strategy and management, 3 (1), 197-252.
  • Posen, H. E., and Levinthal, D. A., 2012. Chasing a moving target: Exploitation and exploration in dynamic environments. Management science, 58 (3), 587-601.
  • Ren, L., Xie, G., and Krabbendam, K., 2009. Sustainable competitive advantage and marketing innovation within firms: A pragmatic approach for Chinese firms. Management research review, 33 (1), 79-89.
  • Richter, N. F., Sinkovics, R. R., Ringle, C. M., and Schlägel, C. 2016. A critical look at the use of SEM in international business research. International marketing review, 33 (3), 376-404.
  • Richter, N. F., Schlaegel, C., Bakel, M. V., and Engle, R. L., 2020. The expanded model of cultural intelligence and its explanatory power in the context of expatriation intention. European journal of international management, 14 (2), 381-419
  • Ringle, C. M., and Sarstedt, M., 2016. Gain more insight from your PLSSEM results: The importance-performance map analysis. Industrial management & data systems, 116 (9), 1865-1886.
  • Ringle, C. M., Wende, S., and Becker, J.-M., 2015. Smartpls 3. Hamburg: SmartPLS.
  • Rosenbusch, N., Brinckmann, J., and Bausch, A., 2011. Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs. Journal of business venturing, 26 (4), 441-457.
  • Ryu, H.-S., and Lee, J.-N., 2016. Innovation patterns and their effects on firm performance. The service industries journal, 36 (3-4), 81-101.
  • Sharma, S. O., and Martin, A. 2018. Re-thinking and re-operationalizing product innovation capability: A review, critique and extension of dynamic capability view using theoretical triangulation. European business review, 30 (4), 374-397.
  • Shefer, D., and Frenkel, A., 2005. R&D, firm size and innovation: An empirical analysis. Technovation, 25 (1), 25-32.
  • Shmueli, G., Sarstedt, M., Hair, J.F., Cheah, J.H., Ting, H., Vaithilingam, S., and Ringle, C.M., 2019. Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European journal of marketing, in press.
  • Smith, A., and Hayton, G., 1999. What drives enterprise training? Evidence from Australia. International journal of human resource management, 10 (2), 251-272.
  • Sok, P., and O’Cass, A., 2015. Examining the new product innovation– performance relationship: Optimizing the role of individual-level creativity and attention-to-detail. Industrial marketing management, 47, 156-165.
  • Solís-Molina, M., Hernández-Espallardo, M., and Rodríguez-Orejuela, A., 2018. Performance implications of organizational ambidexterity versus specialization in exploitation or exploration: The role of absorptive capacity. Journal of business research, 91, 181-194.
  • Stezano, F., and Espinoza, R. O., 2019. Innovation capabilities and performance of biotechnology firms. Management research: journal of the iberoamerican academy of management, 17 (4), 445-473.
  • Subramaniam, M., and Youndt, M. A., 2005. The influence of intellectual capital on the types of innovative capabilities. Academy of management journal, 48 (3), 450-463.
  • Subramanian, D., and Zimmermann, B., 2013. Training and capabilities in French firms: How work and organisational governance matter. International journal of manpower, 34 (4), 326-344.
  • Tan, C. L., and Nasurdin, A. M., 2011. Human resource management practices and organizational innovation: Assessing the mediating role of knowledge management effectiveness. Electronic journal of knowledge management, 9 (2), 155-167.
  • Taylor, R., and Davies, D. 2004. Aspects of training and remuneration in the accommodation industry: A comparison between Australian and Singaporean providers. Journal of european industrial training, 28 (6), 466-473.
  • Tharenou, P., Saks, A. M., and Moore, C., 2007. A review and critique of research on training and organizational-level outcomes. Human resource management review, 17 (3), 251-273.
  • Thornhill, S., 2006. Knowledge, innovation and firm performance in high-and low-technology regimes. Journal of business venturing, 21 (5), 687-703.
  • Tsinopoulos, C., Sousa, C. M., and Yan, J., 2018. Process innovation: open innovation and the moderating role of the motivation to achieve legitimacy. Journal of product innovation management, 35 (1), 27-48.
  • Tsinopoulos, C., Yan, J., and Sousa, C. M., 2019. Abandoning innovation activities and performance: The moderating role of openness. Research policy, 48 (6), 1399-1411.
  • Van Smoorenburg, M., and Van der Velden, R. K., 2000. The training of school-leavers: complementarity or substitution? Economics of education review, 19 (2), 207-217.
  • Velada, R., and Caetano, A., 2007. Training transfer: the mediating role of perception of learning. Journal of european industrial training, 31 (4), 283-296.
  • Vladimirov, Z., 2016. SME Innovations and Performance: The Mediating Role of Product Innovation. International review of entrepreneurship, 14 (2), 209-233.
  • Walker, R. M., 2004. Innovation and organisational performance: Evidence and a research agenda.
  • Williams, D. R., 1997. The frequency and perceived value of formal training in selected business firms in Pennsylvania’s Lycoming and Columbia counties. Pennsylvania State University.
  • Williamson, O. E., 1975. Markets and Hierarchies. New York: Free Press.
  • Wu, P.-L., Yeh, S.-S., Huan, T.-C., and Woodside, A. G., 2014. Applying complexity theory to deepen service dominant logic: Configural analysis of customer experience-and-outcome assessments of professional services for personal transformations. Journal of business research, 67 (8), 1647-1670.
  • Xie, X., Zou, H., and Qi, G., 2018. Knowledge absorptive capacity and innovation performance in high-tech companies: A multi-mediating analysis. Journal of business research, 88, 289-297.
  • Xu, S., 2015. Balancing the two knowledge dimensions in innovation efforts: an empirical examination among pharmaceutical firms. Journal of product innovation management, 32 (4), 610-621.
  • Yeh-Yun Lin, C., and Yi-Ching Chen, M., 2007. Does innovation lead to performance? An empirical study of SMEs in Taiwan. Management research news, 30 (2), 115-132.
  • Zhang, D., Linderman, K., and Schroeder, R. G., 2014. Does the rationale for implementing quality management practices matter? The quality management journal, 21 (2), 65-77.
  • Zhao, X., Lynch Jr, J. G., and Chen, Q., 2010. Reconsidering Baron and Kenny: Myths and truths about mediation analysis. Journal of consumer research, 37 (2), 197-206.
  • Zheng, C., Hyland, P., and Soosay, C, 2007. Training practices of multinational companies in Asia. Journal of european industrial training, 31 (6), 472-494.
  • Zou, T., Ertug, G., and George, G., 2018. The capacity to innovate: A meta-analysis of absorptive capacity. Innovation, 20 (2), 87-121