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Det moderna beslutsfattandet - En studie kring Data Analytics Competencys påverkan på effektivitet och kvalitet vid stategiskt beslutfattande

Persson, Stina LU ; Mossberg, Saga LU and Ying Liu, Elin LU (2023) FEKH39 20222
Department of Business Administration
Abstract (Swedish)
Syftet med studien är att undersöka om data analytics competency har en positiv påverkan på företags beslutsfattande, i termer av effektivitet och kvalitet. Uppsatsen antar en kvantitativ och deduktiv ansats i syfte att kunna besvara studiens två hypoteser som baserades på tidigare forskning kring strategiskt beslutsfattande och dataanalys. Data samlades in genom en enkätundersökning som skickades ut till ledningsgrupper i Mid Cap eller Large Cap företag registrerade på Nasdaq OMX Stockholm. Respondenterna fick ta ställning till påståenden gällande ledningsgruppens effektivitet vid och kvalitet av deras strategiska beslut samt deras förmåga att använda datoranalys. Analysen av data gjordes genom alfatest, korrelationstest samt... (More)
Syftet med studien är att undersöka om data analytics competency har en positiv påverkan på företags beslutsfattande, i termer av effektivitet och kvalitet. Uppsatsen antar en kvantitativ och deduktiv ansats i syfte att kunna besvara studiens två hypoteser som baserades på tidigare forskning kring strategiskt beslutsfattande och dataanalys. Data samlades in genom en enkätundersökning som skickades ut till ledningsgrupper i Mid Cap eller Large Cap företag registrerade på Nasdaq OMX Stockholm. Respondenterna fick ta ställning till påståenden gällande ledningsgruppens effektivitet vid och kvalitet av deras strategiska beslut samt deras förmåga att använda datoranalys. Analysen av data gjordes genom alfatest, korrelationstest samt regressionstest. Utifrån empirin påvisades att det fanns en positiv påverkan mellan data analytics competency (DAC) och decision making performance (DMP). Det framkom även att det fanns en positiv påverkan från DAC på kvalitet. Däremot gick det inte att avläsa något resultat angående relationen mellan DAC och effektivitet. (Less)
Abstract
The purpose of the paper is to research if data analytic competency has a positive impact on decision making in terms of efficiency and quality. This research paper is written with a quantitative and deductive approach to answer the two hypotheses. The data for this study was collected through a survey that was sent out to the top management teams in Mid Cap and Large Cap companies listed on Nasdaq OMX Stockholm. The respondents were asked to take a stance on statements regarding their teams’ efficiency and quality in strategic decision making as well as their capabilities within data analytics. Analyzation of the data was done through alpha tests, correlation tests and regression tests. Based on the empirical evidence, it emerged that... (More)
The purpose of the paper is to research if data analytic competency has a positive impact on decision making in terms of efficiency and quality. This research paper is written with a quantitative and deductive approach to answer the two hypotheses. The data for this study was collected through a survey that was sent out to the top management teams in Mid Cap and Large Cap companies listed on Nasdaq OMX Stockholm. The respondents were asked to take a stance on statements regarding their teams’ efficiency and quality in strategic decision making as well as their capabilities within data analytics. Analyzation of the data was done through alpha tests, correlation tests and regression tests. Based on the empirical evidence, it emerged that there was a positive influence between data analytics competency (DAC) and decision making performance (DMP). In addition, DAC had a positive impact on the quality of the decision. However, it was not possible to ascertain a result regarding the relation between DAC and efficiency. (Less)
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author
Persson, Stina LU ; Mossberg, Saga LU and Ying Liu, Elin LU
supervisor
organization
course
FEKH39 20222
year
type
M2 - Bachelor Degree
subject
keywords
Strategiskt beslutsfattande, Kvalitet av beslut, Effektivt beslutsfattande, Data Analytics Competency, Ledningsgrupp, Strategic Decision Making, Quality of decision, Efficient Decision Making, Top Management
language
Swedish
id
9111069
date added to LUP
2023-02-27 10:34:46
date last changed
2023-02-27 10:34:46
@misc{9111069,
  abstract     = {{The purpose of the paper is to research if data analytic competency has a positive impact on decision making in terms of efficiency and quality. This research paper is written with a quantitative and deductive approach to answer the two hypotheses. The data for this study was collected through a survey that was sent out to the top management teams in Mid Cap and Large Cap companies listed on Nasdaq OMX Stockholm. The respondents were asked to take a stance on statements regarding their teams’ efficiency and quality in strategic decision making as well as their capabilities within data analytics. Analyzation of the data was done through alpha tests, correlation tests and regression tests. Based on the empirical evidence, it emerged that there was a positive influence between data analytics competency (DAC) and decision making performance (DMP). In addition, DAC had a positive impact on the quality of the decision. However, it was not possible to ascertain a result regarding the relation between DAC and efficiency.}},
  author       = {{Persson, Stina and Mossberg, Saga and Ying Liu, Elin}},
  language     = {{swe}},
  note         = {{Student Paper}},
  title        = {{Det moderna beslutsfattandet - En studie kring Data Analytics Competencys påverkan på effektivitet och kvalitet vid stategiskt beslutfattande}},
  year         = {{2023}},
}