MétaCan
Menu
Back to cohort
Record W2520628830 · doi:10.1108/mrr-05-2015-0107

Business strategy, enterprise risk management and organizational performance

2016· article· en· W2520628830 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueManagement Research Review · 2016
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicRisk Management in Financial Firms
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsEnterprise risk managementBusinessMediationStrategic managementMarketingStructural equation modelingRisk managementFinance

Abstract

fetched live from OpenAlex

Purpose This paper aims to identify the influence of business strategy on enterprise risk management (ERM) adoption and organizational performance (OP). In addition, the mediation effect of ERM on the relationship between business strategy and OP is assessed. Design/methodology/approach A cross-sectional analysis of primary data gathered from 174 public listed companies in Malaysian Bourse through survey was conducted. Findings Companies with cost leadership business strategy are more eager to implement ERM compared to companies with differentiation strategy. The results also indicate that ERM implementation has a significant positive impact on OP. Though ERM is a partial mediator of the relationship between cost leadership strategy and OP, it does not mediate the relationship between differentiation strategy and OP. Research limitations/implications One of the limitations of this study was the small number of respondents, comprising only 174 public listed companies. In addition, the manifest variables adopted from previous studies may not be the best indicators to measure latent variables. Nonetheless, this study fills the gaps in ERM studies by determining the impact of different kinds of strategy on ERM adoption and investigating the mediating effect of ERM on the relationship between business strategy and OP. Practical implications Although the trend in Malaysia seems to move toward ERM adoption, evidence shows that it is not widely practiced among Malaysian firms. Directors of Malaysian companies can understand better the impact of enterprise business strategy on the adoption of risk management and how ERM influences OP. The results of this study also provide valuable insights for the corporate governance regulatory authorities. Originality/value This paper is among the few to assess the impact of firm’s strategy on ERM adoption and to determine the mediation effect of ERM on the relationship between business strategy and OP.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.830
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0010.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.004

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.046
GPT teacher head0.290
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it