ABSORPTIVE CAPACITY IN ANALYTICS IMPLEMENTATIONS: A RESEARCH MODEL
Fuente:
Redalyc
Saved in:
| Main Author: | |
|---|---|
| Format: | Artículo científico |
| Language: | en |
| Published: |
Universidade Presbiteriana Mackenzie
2020
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1876448429860716544 |
|---|---|
| author | RODRIGO FERREIRA |
| author_facet | RODRIGO FERREIRA |
| contents | ABSORPTIVE CAPACITY IN ANALYTICS IMPLEMENTATIONS: A RESEARCH MODEL RODRIGO FERREIRA JOSIR S. GOMES ANA CARVALHO Administración y Contabilidad Analytics Grounded Theory Value extraction Big Data Analytics Absorptive capacity Purpose: Propose a research model that involves the conceptual relationships between the theoretical support of the absorptive capacity and analytics, emphasizing the way in which the tool contributes to the formation of absorptive capacity within the companies.Originality/value: It was possible to delineate a model with the theoretical associations between absorptive capacity and analytics from the voices of experts and decision makers of Portuguese companies, contributing as a tool to guide strategies that help companies for a better understanding of how the absorption of knowledge occurs in analytics implementations to better target efforts at incremental value generation.Design/methodology/approach: A qualitative study was carried out with the adoption of Grounded Theory as a research strategy. In this way, techniques and procedures of the method were followed that allowed the constant collection and analysis of the data, supported with the use of Atlas.ti software.Findings: The main theoretical contribution is the proposition of a conceptual model that considers emerging categories, subcategories, properties, and dimensions, that qualify the conceptual alignment between absorptive capacity and analytics and explain the existence of the construct over implementation. As entrepreneurial contributions, the configuration of knowledge absorption according to two analytic use patterns is emphasized: as oriented towards solving specific problems and as a guideline of institutional planning. 2020 artículo científico 1518-6776 https://www.redalyc.org/articulo.oa?id=195463513001 https://www.redalyc.org/journal/1954/195463513001/ https://www.redalyc.org/journal/1954/195463513001/html/ https://www.redalyc.org/journal/1954/195463513001/195463513001.epub https://www.redalyc.org/journal/1954/195463513001/movil 10.1590/1678-6971/eRAMR200036 en http://www.redalyc.org/revista.oa?id=1954 RAM. Revista de Administração Mackenzie application/pdf Universidade Presbiteriana Mackenzie RAM. Revista de Administração Mackenzie (Brasil) Num.2 Vol.21 |
| format | Artículo científico |
| id | redalyc_195463513001 |
| institution | Redalyc |
| language | en |
| publishDate | 2020 |
| publisher | Universidade Presbiteriana Mackenzie |
| spellingShingle | ABSORPTIVE CAPACITY IN ANALYTICS IMPLEMENTATIONS: A RESEARCH MODEL RODRIGO FERREIRA Administración y Contabilidad Analytics Grounded Theory Value extraction Big Data Analytics Absorptive capacity ABSORPTIVE CAPACITY IN ANALYTICS IMPLEMENTATIONS: A RESEARCH MODEL RODRIGO FERREIRA JOSIR S. GOMES ANA CARVALHO Administración y Contabilidad Analytics Grounded Theory Value extraction Big Data Analytics Absorptive capacity Purpose: Propose a research model that involves the conceptual relationships between the theoretical support of the absorptive capacity and analytics, emphasizing the way in which the tool contributes to the formation of absorptive capacity within the companies.Originality/value: It was possible to delineate a model with the theoretical associations between absorptive capacity and analytics from the voices of experts and decision makers of Portuguese companies, contributing as a tool to guide strategies that help companies for a better understanding of how the absorption of knowledge occurs in analytics implementations to better target efforts at incremental value generation.Design/methodology/approach: A qualitative study was carried out with the adoption of Grounded Theory as a research strategy. In this way, techniques and procedures of the method were followed that allowed the constant collection and analysis of the data, supported with the use of Atlas.ti software.Findings: The main theoretical contribution is the proposition of a conceptual model that considers emerging categories, subcategories, properties, and dimensions, that qualify the conceptual alignment between absorptive capacity and analytics and explain the existence of the construct over implementation. As entrepreneurial contributions, the configuration of knowledge absorption according to two analytic use patterns is emphasized: as oriented towards solving specific problems and as a guideline of institutional planning. 2020 artículo científico 1518-6776 https://www.redalyc.org/articulo.oa?id=195463513001 https://www.redalyc.org/journal/1954/195463513001/ https://www.redalyc.org/journal/1954/195463513001/html/ https://www.redalyc.org/journal/1954/195463513001/195463513001.epub https://www.redalyc.org/journal/1954/195463513001/movil 10.1590/1678-6971/eRAMR200036 en http://www.redalyc.org/revista.oa?id=1954 RAM. Revista de Administração Mackenzie application/pdf Universidade Presbiteriana Mackenzie RAM. Revista de Administração Mackenzie (Brasil) Num.2 Vol.21 |
| title | ABSORPTIVE CAPACITY IN ANALYTICS IMPLEMENTATIONS: A RESEARCH MODEL |
| topic | Administración y Contabilidad Analytics Grounded Theory Value extraction Big Data Analytics Absorptive capacity |
| url | https://www.redalyc.org/articulo.oa?id=195463513001 https://www.redalyc.org/journal/1954/195463513001/ https://www.redalyc.org/journal/1954/195463513001/html/ https://www.redalyc.org/journal/1954/195463513001/195463513001.epub https://www.redalyc.org/journal/1954/195463513001/movil |