scholarly journals Business intelligence and organizational performance

2020 ◽  
Vol 26 (6) ◽  
pp. 1709-1730
Author(s):  
Dalia Suša Vugec ◽  
Vesna Bosilj Vukšić ◽  
Mirjana Pejić Bach ◽  
Jurij Jaklič ◽  
Mojca Indihar Štemberger
Keyword(s):  
Organizational Performance ◽  
Business Intelligence ◽  
Structural Equation ◽  
Process Management ◽  
Positive Impact ◽  
Measurement Instrument ◽  
Business Value ◽  
Equation Modeling ◽  
Content Type ◽  
The Impact

PurposeOrganizations introduce business intelligence (BI) to increase their performance, but often, this initiative is not aligned with the business process management (BPM) initiative, which also aims to improve organizational performance. Although some findings from the literature indicate that BI implementation has a positive impact on organizational performance, the impact seems to be indirect. Therefore, the purpose of this study is to enhance the understanding of how BI maturity is translated into organizational performance. Alignment of BI and BPM initiatives seems one possible way for creating business value with BI, particularly because BI enables process performance measurement and management, which allows the BI initiative to become more business focused.Design/methodology/approachA questionnaire was prepared and used to collect data in Croatian and Slovenian organizations with more than 50 employees. A BI–BPM alignment measurement instrument was developed for the purpose of this study using the recommended process of scale development and validation. A total of 185 responses were analyzed by the structural equation modeling technique.FindingsOur results provide evidence that the effect of BI on organizational performance is fully mediated by alignment of BI and BPM initiatives, and therefore, BI business value can be generated through the use of common terminology and methodologies, as well as a strong communication between BI and BPM experts, managers and teams in order to coordinate the two initiatives.Originality/valueThis study has responded to the call for better understanding of how the impact of BI on organization performance is realized. It confirmed that BI and BPM initiatives should be aligned in order to give BI a business value.

How Business Intelligence Creates Value

2013 ◽  
Vol 4 (3) ◽  
pp. 16-31 ◽  
Author(s):  
Nir Yogev ◽  
Adir Even ◽  
Lior Fink
Keyword(s):  
Organizational Performance ◽  
Business Intelligence ◽  
Structural Equation ◽  
Business Processes ◽  
Business Value ◽  
Equation Modeling ◽  
Unique Contribution ◽  
Resource Based View ◽  
Value Contribution ◽  
The Impact

This study examines the business value associated with business intelligence (BI) systems, based on the premise that business value is largely contingent on system type and its unique contribution. The study adopts a process-oriented approach to evaluating the value contribution of BI, arguing that it stems from improvements in business processes. The study develops and tests a research model that explains the unique mechanisms through which BI creates business value. The model draws on the resource-based view to identify key assets and capabilities that determine the impact of BI on business processes and, consequently, on organizational performance. Analysis of data collected from 159 managers and IT/BI experts, using structural equation modeling (SEM) techniques, shows that BI largely contributes to business value by improving both operational and strategic business processes.

The effects of knowledge creation process on organizational performance using the BSC approach: the mediating role of intellectual capital

2018 ◽  
Vol 22 (4) ◽  
pp. 802-823 ◽  
Author(s):  
Gholamhossein Mehralian ◽  
Jamal A. Nazari ◽  
Peivand Ghasemzadeh
Keyword(s):  
Organizational Performance ◽  
Intellectual Capital ◽  
Knowledge Creation ◽  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Success Factor ◽  
Content Type ◽  
Key Dimensions ◽  
The Relationship

PurposeKnowledge is a key success factor in achieving competitive advantage in the current fast-paced and uncertain economic environment. Several studies in the literature have analyzed the relationship between knowledge creation (KC) and organizational success; however, the mechanisms by which KC leads to accumulation of intellectual capital (IC) and thereby affects various dimensions of organizational performance are understudied. The purpose of this paper is to examine how KC and IC and their relationship influence key dimensions of organizational performance.Design/methodology/approachA research model was developed and tested based on the literature in the areas of KC, IC and organizational performance. This study uses a survey sent to companies in an intensive knowledge-based industry. The balanced scorecard (BSC) approach was used to measure the key dimensions of organizational performance.FindingsThe results from structural equation modeling (SEM) on 470 completed questionnaires received from the pharmaceutical companies in Iran reveal that KC activities lead to the accumulation of organizational IC and IC has a crucial and positive impact on the BSC. Furthermore, the results from the path analysis indicate that IC mediates the effects of KC on the BSC.Practical implicationsThe findings of this study contribute to the extant literature on the relationship between knowledge and organizational performance by demonstrating that knowledge and KC lead to performance when organizations utilize KC activities and leverage them to accumulate IC. Once used effectively, IC will result in a better performance in the knowledge-intensive environments.Originality/valueThis is the first study that investigates how KC contributes to firm performance by incorporating the mediating impact of IC on the BSC. The proposed model and results will help organizations to identify the mechanisms through which KC initiatives improve organizational performance.

Evaluation of knowledge management practices - a leather industry context

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Srinivasan P.
Keyword(s):  
Knowledge Management ◽  
Structural Equation Modeling ◽  
Organizational Performance ◽  
Structural Equation ◽  
Influential Factor ◽  
Equation Modeling ◽  
Survey Method ◽  
Leather Industry ◽  
Content Type ◽  
The Impact

Purpose The purpose of this paper is to analyze the impact of knowledge management (KM) in terms of organizational performance using structural equation modeling. To enhance organizational performance, KM is used as a powerful strategic tool. The factors such as management commitment, leadership and organizational culture are the KM enabler’s conditions, and the step processes of KM are knowledge capture, creation, organizing/storing and transfer, and through this, KM is analyzed on organizational performance in the context of leathers manufacturing company. This study constructs with questionnaire consist of 34 variables. Design/methodology/approach There are about 101 samples that were collected through the questionnaire survey method in the leather companies in Ranipet. The data were collected from executives and associates in the leather companies. Data were analyzed using the SPSS tool and SMART PLS tool used for framing a research model and the hypothesized relationships were tested through partial least squares structural equation modeling technique. Findings The finding of this study is mandatory to implement a structured KM practice in the leather companies. Application of KM is quite an impact on organizational performance, which leads to profitability and productivity. Originality/value This is the first paper to empirically investigate the KM enablers, process and support for the role of KM practices at leather industry. Further, the positioning of KM practices as a strategic competitive tool can be considered as an influential factor to organizational performance.

Antecedents of cross-functional integration level and their organizational impact

2019 ◽  
Vol 34 (8) ◽  
pp. 1706-1723 ◽  
Author(s):  
Ana Cristina Ferreira ◽  
Marcio Lopes Pimenta ◽  
Paraskeva Wlazlak
Keyword(s):  
Organizational Performance ◽  
Structural Equation ◽  
Functional Integration ◽  
Equation Modeling ◽  
Future Research ◽  
Content Type ◽  
Four Dimensions ◽  
Probabilistic Sampling ◽  
Parsimonious Model ◽  
The Impact

Purpose The purpose of this paper is to develop a model to predict the antecedents of the integration level among marketing, logistics and production, considering the influence of formal and informal factors that generate integration and the existence of conflicts. Design/methodology/approach A survey of 179 participants from all regions of Brazil was conducted. A parsimonious model including four dimensions and 34 variables was developed through confirmatory factor analysis and structural equation modeling. Findings The field data corroborate studies dealing with the impact of various formal and informal integration factors on the cross-functional integration level as a construct. Furthermore, this paper concludes that the level of cross-functional can be defined as: the intensity of the relationship among internal functions which can be measured by the mutual existence of formal and informal factors and the absence of manifest conflicts. Research limitations/implications The findings of this paper cannot be generalized because of the convenience sampling. Future research could apply a probabilistic sampling and try to explore other geographical settings in both national and international contexts. Practical implications The proposed model can generate important information for managers by pointing out variables that can predict the integration level and their impacts on the organizational performance. The paper concludes with examples about how the model could be useful in several practical situations. Originality/value This paper proposes a model with reasonable accuracy to predict the integration level and overcomes prior research limitations with respect to models to predict the antecedents of the integration level, particularly the role of conflicts in the integration processes.

Perceived credibility of online hotel reviews and its impact on hotel booking intentions

2019 ◽  
Vol 31 (9) ◽  
pp. 3465-3483 ◽  
Author(s):  
Uttam Chakraborty
Keyword(s):  
Structural Equation ◽  
Positive Impact ◽  
Online Reviews ◽  
Equation Modeling ◽  
Measurement Scales ◽  
Content Type ◽  
Perceived Credibility ◽  
Booking Intentions ◽  
Hotel Booking ◽  
The Impact

Purpose This study aims to evaluate the vitality of source, receiver and message factors on credibility assessment of online hotel reviews. Further, the current study determines the effects of perceived credibility of online reviews (PCOR) on hotel booking intentions (HBI). Design/methodology/approach The current study performs reliability analysis to determine the internal consistency of the measurement scales and to ensure the uni-dimensionality of the measurement scales the present study performs exploratory factor analysis. Further, the present study performs structural equation modeling to identify the relationships between the variables. Findings Two-sided online reviews have a more significant positive impact on PCOR as compared to the effects of receiver, review quality, review consistency and negative-sided online reviews. Originality/value This is one of the first study that analyses the impact of source, receiver and message on PCOR. Moreover, the present study offered theoretical justification behind the factors that affect the authenticity of online hotel reviews and its effects on HBI.

How types of organizational culture and technological capabilities contribute to organizational learning

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Taghreed Al Dari ◽  
Fauzia Jabeen ◽  
Matloub Hussain ◽  
Dana Al Khawaja
Keyword(s):  
Organizational Culture ◽  
Organizational Learning ◽  
United Arab Emirates ◽  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Technological Capabilities ◽  
Content Type ◽  
Study Results ◽  
The Impact

Purpose This study aims to develop a theoretical framework of the impact of clan and hierarchy cultures and knowledge technological capabilities on organizational learning. Design/methodology/approach A questionnaire survey was used to collect data from 693 employees working in knowledge management centers in various law and enforcement units in the United Arab Emirates (UAE). Structural equation modeling was used to test the relationships between the variables. Findings The findings show that the clan culture had a significant negative effect on organizational learning. However, hierarchy culture and knowledge technological capabilities had a significant positive impact in predicting organizational learning behavior. Research limitations/implications The study focuses on a specific type of public organization only, which somewhat limits the generalizability of the research results. Second, as the study was cross-sectional, the causal relationships could not be inferred directly. The study results will help policymakers create a learning organization by examining the impact of organizational culture and knowledge of technological capabilities. Originality/value This paper has added knowledge about the relationship between culture types, knowledge technological capabilities and organizational learning, particularly in the UAE. This study helps to bridge the gap in research on culture and knowledge technological capabilities and organizational learning.

CRM, service quality and organizational performance in the banking industry: a comparative study of conventional and Islamic banks

2020 ◽  
Vol 38 (5) ◽  
pp. 1081-1106 ◽  
Author(s):  
Hind Lebdaoui ◽  
Youssef Chetioui
Keyword(s):  
Service Quality ◽  
Organizational Performance ◽  
Customer Service ◽  
Structural Equation ◽  
Banking Industry ◽  
Positive Impact ◽  
Equation Modeling ◽  
Islamic Banks ◽  
Content Type ◽  
Conventional And Islamic Banks

PurposeThis paper aims to examine a model that uses customer service quality as an intervening mechanism in the relationship between customer relationship management (CRM) practices and organizational performance in two different banking structures: conventional and Islamic. The study focuses on organizational and technological practices of CRM, as both have been demonstrated to be critical to CRM success.Design/methodology/approachThe analysis is based on responses from 247 managers from conventional banks and 141 managers from Islamic banks operating in Morocco using a self-administered questionnaire. The partial least squares structural equation modeling (PLS-SEM) technique is employed for data analysis.FindingsFindings demonstrate that customer service quality plays a mediating role between CRM practices (organizational and technological) and organizational performance in both conventional and Islamic banks. Our results confirm the positive impact of CRM practices on organizational performance in the two banking structures.Practical implicationsThis study enhances our understanding of how CRM practices contribute to improving customer service quality and organizational performance in both conventional and Islamic banks. Bank managers, who aim to deliver superior service quality and achieve customer satisfaction and retention, should capitalize on the benefits of implementing CRM organizational and technological practices.Originality/valueThe present paper bridges a gap pertaining to key practices and factors that impact CRM success in the banking industry. It is the first of its kind to investigate the effect of CRM practices on organizational performance with customer service quality as a mediating variable. The study also contributes to the field of CRM literature, as CRM has rarely been addressed in an Islamic banking context.

scholarly journals Organizational changes, trust and information sharing: an empirical study

2019 ◽  
Vol 71 (5) ◽  
pp. 677-692
Author(s):  
Farhan Ahmad ◽  
Isto Huvila
Keyword(s):  
Information Sharing ◽  
Structural Equation ◽  
Positive Impact ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Organizational Changes ◽  
Multinational Organization ◽  
Content Type ◽  
The Impact

Purpose While there is relatively plenty of evidence for the positive impact of communication on the perceptions of organizational change, how organizational changes affect information sharing is relatively unknown. The purpose of this paper is to investigate if a favorable perception of ongoing organizational changes has a positive impact on information sharing and whether trust mediates this relationship. Design/methodology/approach A questionnaire (n=317) was administered to the employees of a large Finnish multinational organization. Partial least square structural equation modeling was used to test the hypotheses based on earlier research findings. Findings The results show that a positive perception of recent organizational changes improves information sharing both directly and indirectly, mediated by trust. Consequently, when changes are perceived negatively, employees recoil from information sharing which is known to have negative implications for organizations. Research limitations/implications Data were collected in a single organization. The nature of the specific changes in the studied organization and its particularities undoubtedly had an effect on respondents’ perceptions. Originality/value This paper contributes to organizational information management research by elaborating on the relationship between organizational changes and interpersonal information sharing between employees. To the authors’ knowledge, this is the first quantitative study confirming the impact of the perception of organizational changes on employee information-sharing behavior.

Does entrepreneurs’ improvisational behavior improve firm performance in time of crisis?

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Peerayuth Charoensukmongkol
Keyword(s):  
Firm Performance ◽  
Human Resources ◽  
Structural Equation ◽  
Positive Impact ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Online Questionnaire ◽  
Competitive Intensity ◽  
Content Type ◽  
The Impact

Purpose This paper examines the effect of improvisational behavior of entrepreneurs on firm performance of small and medium enterprises (SMEs) in Thailand during the economic crisis following the COVID-19 pandemic. The study also explores external factors in terms of competitive intensity and internal factors in terms of financial and human resources possessed by firms that could enhance the impact of improvisational behavior on firm performance. Design/methodology/approach A self-administered online questionnaire survey was used to collect the data from the random sample of 312 SMEs in Thailand. Partial least squares structural equation modeling was used to analyze the data. Findings The analysis supports the positive relationship between the improvisational behavior of entrepreneurs and firm performance. Moreover, the moderating effect analysis shows that the positive impact of improvisational behavior on firm performance tends to be stronger for firms that encountered a higher level of competitive intensity and for firms that possessed a higher level of financial and human resources. Originality/value This research extends the knowledge from prior research by confirming some moderating factors that could strengthen the benefit of improvisational behavior during the crisis.

The role of perceived brand personality in promotion effectiveness and brand equity development of professional sports teams

2017 ◽  
Vol 18 (2) ◽  
pp. 180-195 ◽  
Author(s):  
Marilyn Giroux ◽  
Frank Pons ◽  
Lionel Maltese
Keyword(s):  
Brand Equity ◽  
Structural Equation ◽  
Online Survey ◽  
Positive Impact ◽  
Brand Personality ◽  
Marketing Strategies ◽  
Equation Modeling ◽  
Content Type ◽  
Sports Industry ◽  
The Impact

Purpose In the highly saturated sports industry where sport teams represent a complex offering loaded with intangible and tangible attributes, it is important to implement appropriate marketing strategies that will ultimately contribute to the development of strong brand equity. In this paper, the authors focused on the relationship between brand variables and marketing activities on the development of brand equity. More specifically, the purpose of this paper is to study the impact of brand personality on the evaluation of marketing promotional activities and the impact on the brand equity. Design/methodology/approach Respondents (2,400) were recruited through an online survey and data were analyzed using structural equation modeling. Findings The survey revealed that the congruence between the brand personality and the promotional activities has a positive impact on its evaluation and on brand equity. In addition, the results showed that consumers who consider the financial strength of the team as an important factor evaluate more positively the value of congruent and incongruent promotional activities. Practical implications Brand managers should maintain consistency between their brand personality and their promotional activities in order to maintain and increase their brand equity. Originality/value The results contribute to the literature by investigating the impact of brand personality on the evaluation of promotional activities. Also, it examines an important factor (financial consciousness) that could influence how fans react in front of an incongruent promotional activity. This research brings a better understanding of the impact of brand personality on marketing strategies and brand equity.

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