In this paper, we seek to determine what factors drive the adoption of green purchasing among municipalities in Mexico and the success of their implementation. Given the lack of research and theory in the area, this study is exploratory in nature. We applied the green purchasing survey developed by Arizona State University to all municipalities in Mexico with a population of 25,000 or more inhabitants. Using the least absolute shrinkage and selector operator method (LASSO), we reduced the set of measures, which we then employed in a logistic regression to predict whether the municipality would adopt a green purchasing policy. We found that complementary environmental practices, department rules, and city-wide contracts to reduce purchasing costs have a positive and significant effect on the propensity to adopt green purchasing policies, but the time for routine low-cost purchases has a negative effect on green purchasing policy adoption. Then, using two-stage least squares, we developed a model of the factors leading to successful implementation of green purchasing. We found that complementary environmental policies, environmental practices, environmental program knowledge, and city-wide contracts to reduce purchasing costs are positively and significantly related to successful implementation. However, department resources and the time for routine low-cost purchase are significant, but negatively related.
Purpose
In this paper, empirical evidence is presented regarding the translation of the learning tactics inventory (LTI) instrument that measures learning versatility in entrepreneurs with four main learning strategies: acting, thinking, feeling or access to others. The purpose of this paper is to show how translating instruments from other languages and for cross-cultural studies is not sufficient to achieve instrument validity, and the use of structural equation modeling can help to strengthen the process.
Design/methodology/approach
After using iterative and multi-technique strategies that involved close translation and adaptation, structural equation modeling was also performed to validate whether relationships exist among the constructs and their variables using a confirmatory analysis.
Findings
After careful translation, the Spanish version of the LTI instrument does not measure the intended constructs. Such evidence was uncovered by contrasting the different dimensions of the English and Spanish translated versions.
Research limitations/implications
Instruments in cross-cultural studies require more than translation strategies to adapt the instrument to the new context. This paper shows that, with the use of structural equation modeling, constructs may change in different international contexts and how misinterpretations of the instrument can occur if additional validity tests are ignored.
Originality/value
Consistent with the extant literature, the findings suggest that, when studying a complex phenomenon such as learning through a survey developed in a different country and language, cultural factors should be explained to maintain construct validity. Hence, in entrepreneurship and management research, instruments such as the LTI need to be validated with confirmatory analysis to accurately reflect the different learning strategies of entrepreneurs across cultures.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.