| Literature DB >> 33329286 |
Juan J Arroyave1, Francisco J Sáez-Martínez2, Ángela González-Moreno2.
Abstract
In recent decades, the expansion of economic activity has been accompanied by negative environmental impacts. In response, there have been dramatic changes worldwide in terms of an increased demand for environmentally friendly products and services. To achieve these eco-innovations, firms have sought to acquire knowledge and implement operational flexibility by cooperating with different agents such as universities through a value cocreation system that is also expected to enhance firms' performance. Using a sample of 250 companies, the present paper examines the role of cooperation with universities in the development of diverse environmental innovations and building operational flexibility and, through this, improving firm performance. Results show that firms that value cooperation with universities develop a wider range of environmental innovations and increase their sales and benefits.Entities:
Keywords: cooperation with universities; eco-innovation; operational flexibility; performance; value cocreation
Year: 2020 PMID: 33329286 PMCID: PMC7732502 DOI: 10.3389/fpsyg.2020.612465
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Figure 1Proposed model and hypotheses.
Definition of variables and descriptive statistics.
| Variable | Description | Mean | SD | Min | Max |
|---|---|---|---|---|---|
| Sales | By how much have your sales increased in the last 3 years compared to your competitors (Likert scale) | 3.34 | 0.71 | 1 | 5 |
| Benefits | By how much have your benefits increased in the last 3 years compared to your competitors (Likert scale) | 3.29 | 0.68 | 1 | 5 |
| Costs | By how much have your costs reduced in the last 3 years compared to your competitors (Likert scale | 3.20 | 0.74 | 1 | 5 |
| Size | Number of employees | 133.7 | 174.4 | 1 | 817 |
| Eco-innovations | How many of the following five types of environmental innovation has your company introduced in the last 3 years: eco-product, eco-process, eco-packaging, more ecological distribution channel, and recycling of residuals | 1.08 | 1.07 | 0 | 5 |
| Cooperation with Universities | How important is it for your company to cooperate with universities and research institutions for the development of eco-innovations (Likert scale) | 0.49 | 1.61 | 0 | 5 |
| Product design | Firm capacity to make rapid changes in product design (Likert scale) | 3.73 | 1.30 | 1 | 5 |
| Production capacity | Firm capacity to rapidly adjust production capacity (Likert scale) | 4.00 | 1.15 | 1 | 5 |
| Personalized products | Firm capacity to offer personalized products (Likert scale) | 3.80 | 1.28 | 1 | 5 |
| Wide range of products | Firm capacity to offer a wide range of products (Likert scale) | 3.84 | 1.27 | 1 | 5 |
Takes the value 1 if on the lower 20%; 2 if below average; 3 on average; 4 over average; and 5 on the top 20%.
Takes the value 0 if no importance/cooperation; 1 if very low importance; 2 if low importance; 3 neutral; 4 if important; and 5 if very important.
Takes de value1 if very low capacity; 2 low capacity; 3 neutral; 4 high capacity; and 5 very high capacity.
Decomposition of the parameters of the model.
| Pathways between variables | Total effect | Partial indirect effect | Total indirect effect | Direct effect | R-squared |
|---|---|---|---|---|---|
| Product design → Oper. Flex. | 0.915 (18.713) | - | - | 0.915 (18.713) | 0.838 |
| Production capacity → Oper. Flex. | 0.817 (15.561) | - | - | 0.817 (15.561) | 0.668 |
| Personalized products → Oper. Flex. | 0.935 (19.409) | - | - | 0.935 (19.409) | 0.874 |
| Wide range products → Oper. Flex. | 0.921 (18.909) | - | - | 0.921 (18.909) | 0.848 |
| Sales → Perform | 0.885 (15.768) | - | - | 0.885 (15.768) | 0.783 |
| Benefits → Perform | 0.955 (16.446) | - | - | 0.955 (16.446) | 0.912 |
| Costs → Perform | 0.781 (15.985) | - | - | 0.781 (15.985) | 0.611 |
| CoopUniv → Oper. Flex. | 0.054 (0.826) | - | - | 0.054 (0.826) (C) | 0.003 |
| CoopUniv → Eco-innov | 0.250 (4.066) | CxD = 0.006 | 0.006 (0.748) | 0.244 (3.989) | 0.074 |
| Oper. Flex. → Eco-innov | 0.110 (1.744) | - | - | 0.110 (1.744) (D) | |
| CoopUniv → Perform | 0.140 (2.176) | AxF = 0.051 | 0.064 (2.527) | 0.076 (1.202) (B) | 0.141 |
| Oper. Flex. → Perform | 0.227 (3.451) | DxF = 0.023 | 0.023 (1.550) | 0.204 (3.160) | |
| Eco-innov → Perform | 0.213 (3.314) | - | - | 0.213 (3.314) | |
| Size → Perform | 0.167 (2.711) | - | - | 0.167 (2.711) |
Standardized parameter (t-value). The letters A, B, C, D, E, F, and G correspond to the notation in Figure 2.
Significant at 0.05 level.
Figure 2Standardized coefficients. *Significant at 0.05 level.