{"title":"Does economy wide knowledge spillover determine firm level process innovation","authors":"Abel Dula Wedajo, M. Berhe, Huilin Xiao","doi":"10.1108/nbri-02-2021-0010","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThe purpose of this study is to see how the economy-wide spillover effect affects company process innovation.\n\n\nDesign/methodology/approach\nTo account for national differences, the current study used a hierarchical model.\n\n\nFindings\nThe findings of this study show that knowledge spillover is related to and influences the innovation process of businesses. Only a level two study that takes into account country-specific differences may reveal this. The current work uses a hierarchical model to try to capture knowledge spillover. Furthermore, the findings suggest that medium and large businesses, as well as businesses conducting research and development (R&D), are more inventive than small businesses and firms not conducting R&D. Furthermore, female-owned businesses are more likely than their male counterparts to innovate their processes.\n\n\nOriginality/value\nThis study is unique in that it makes predictions about how businesses innovate (behave) based on firm-level characteristics, or macroeconomic structure, without sacrificing information and variance. Furthermore, this study attempts to solve the difficulty of prior empirical research’s single-level analysis and cross-level inference. The research is based on data from the 2019 World Bank regular Enterprise Survey, which includes 18,148 businesses from 38 countries.\n","PeriodicalId":44958,"journal":{"name":"Nankai Business Review International","volume":" ","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nankai Business Review International","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/nbri-02-2021-0010","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
引用次数: 1
Abstract
Purpose
The purpose of this study is to see how the economy-wide spillover effect affects company process innovation.
Design/methodology/approach
To account for national differences, the current study used a hierarchical model.
Findings
The findings of this study show that knowledge spillover is related to and influences the innovation process of businesses. Only a level two study that takes into account country-specific differences may reveal this. The current work uses a hierarchical model to try to capture knowledge spillover. Furthermore, the findings suggest that medium and large businesses, as well as businesses conducting research and development (R&D), are more inventive than small businesses and firms not conducting R&D. Furthermore, female-owned businesses are more likely than their male counterparts to innovate their processes.
Originality/value
This study is unique in that it makes predictions about how businesses innovate (behave) based on firm-level characteristics, or macroeconomic structure, without sacrificing information and variance. Furthermore, this study attempts to solve the difficulty of prior empirical research’s single-level analysis and cross-level inference. The research is based on data from the 2019 World Bank regular Enterprise Survey, which includes 18,148 businesses from 38 countries.
期刊介绍:
Nankai Business Review International (NBRI) provides insights in to the adaptation of American and European management theory in China, the differences and exchanges between Chinese and western management styles, the relationship between Chinese enterprises’ management practice and social evolution and showcases the development and evolution of management theories based on Chinese cultural characteristics. The journal provides research of interest to managers and entrepreneurs worldwide with an interest in China as well as research associations and scholars focusing on Chinese problems in business and management.