The role of corporate controls and business-level strategy in business unit performance
Bibliographic record
Abstract
Purpose Corporate controls are mechanisms that corporations use to ensure that the processes and/or outcomes of their business units meet corporate expectations. Challenges in measurement of corporate controls have led many researchers to operationalize them as part of the more ambiguous corporate effects construct, instead of addressing them separately. The purpose of this paper is to examine the significance of “fit” between corporate control mechanisms and business unit strategy in performance of business units. Design/methodology/approach The authors use ordinary least squares regression analysis on data collected between 2010 and 2012 from surveys from managers of 142 Iranian corporations and 1,822 of their subsidiaries. The authors also use financial and market data collected by an IDRO division and accessed through partnership in a joint project. Findings The authors found that while the fit between business unit strategy and corporate controls has a significant effect on business unit financial performance, it does not have a similar effect on market performance. The findings demonstrate that when business unit managers perceive that they are subject to a balance of strategic and financial controls with a slightly greater emphasis on strategic controls, then business units have higher financial and market performance, although the difference in financial performance is not significant. Research limitations/implications The authors find that the misfit between corporate controls and business strategies in such cases could negatively affect the performance of the business unit. However, this research also contributes to a better understanding of the importance of strategic controls to the successful performance of business units. The findings show that while the fit between controls and strategy is most critical for achieving financial performance in business units that pursue product leadership, strategic controls play a more prominent role than financial controls in achieving higher financial or market share performance for all business units. Practical implications The findings of the propositions in this research would discourage corporations with tight financial control from engaging in acquisition of businesses considered to be product leaders in their relative product markets. Originality/value Past research focusing on the fit between corporate-level factors and business-level factors and their role on business performance are largely limited to conceptual work. The limited empirical studies completed in the past generally reduce control mechanisms to lack or absence of autonomy. This shortcoming has been mainly due to difficulties in measurement of control mechanisms. The empirical study overcomes these barriers and in doing so, reveals surprising findings related to the effectiveness of different control mechanisms.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.031 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".