Accountability Through Budget Performance: A Study on Budget Adequacy and Participation of Malaysian Local Government

Roni, Saiyidi Mat; Urus, Sharina Tajul; Arshad, Roshayani; Saad, Nor Azlina Mohd; Mat, Tuan Zainun Tuan

doi:10.1504/ijbem.2021.10038328

Cited by 1 publication

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“…The residual vector can be expressed as shown in formula (11), and through the residual vector, the residual sum of squares (SSE) can be obtained as shown in formula (12):…”

Section: Lumentioning

confidence: 99%

“…It not only reflects the strategic management level and efficiency of the company but also provides managers with effective reference information to improve the accuracy of decision-making and provide effective information for the strategic management of the company [2]. At the same time, it can also help to improve employees' behaviors and shortcomings in the work process, to achieve the ultimate goal of maximizing corporate value and provide a new idea for corporate performance management [3]. From the current situation of domestic and foreign research, the enterprise performance evaluation system is formed and developed in a specific environment for certain economic interests.…”

Section: Introductionmentioning

confidence: 99%

“…Informatica 48 (2024) 105-116 107 [12] Presented a mining enterprise performance management system driven by consumer demand to enhance competitiveness.…”

Section: Introductionmentioning

confidence: 99%

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Evaluation and Improvement of Enterprise Budget Performance Based on Multiple Linear Regression Algorithm

2024

IJCAI

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Enterprise performance evaluation is a comprehensive analysis of an organization's production and operation activities. It combines quantitative and qualitative methods and uses reasonable and scientific principles and assessment tools to evaluate and judge the overall work performance or overall management level of the evaluated object, and to evaluate and supervise it, which is an important means to improve the enterprise management level to a certain extent, to achieve rational allocation of resources and improve operational efficiency. This paper first introduces the multiple linear regression (MLR) analysis algorithm, the main role of the MLR analysis algorithm model in performance evaluation is to provide a scientific basis for budget performance evaluation, so that enterprise managers through the analysis of the indicators that affect the results of the implementation of the enterprise's strategic plan and the quality of work, and then can determine its performance in the management process. In turn, it is possible to determine what problems exist in their management process and to create an evaluation system and improve it through an MLR model. The model mainly uses the least squares method to estimate the parameters and transforms it into a linear regression model. Secondly, it introduces the traditional performance evaluation method of the cause-based budget and proposes an improved MLR model to evaluate the enterprise performance.Povzetek: Ta študija opredeljuje uporabo algoritma mnogotere linearne regresije (MLR) za ocenjevanje uspešnosti podjetij, ki zagotavlja znanstveno podlago za finančne ocene.

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“…The residual vector can be expressed as shown in formula (11), and through the residual vector, the residual sum of squares (SSE) can be obtained as shown in formula (12):…”

Section: Lumentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%