Analysis and Research on Factor Differences in Abnormal Conditions of Indicators

Liu Yun; Shuping Luo; Xiaoyun Zhang

doi:doi:10.11648/j.jfa.20210903.12

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Analysis and Research on Factor Differences in Abnormal Conditions of Indicators

Liu Yun, Shuping Luo, Xiaoyun Zhang

Published in Journal of Finance and Accounting (Volume 9, Issue 3)

Received: 28 April 2021 Accepted: Published: 24 May 2021

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Abstract

In factor variance analysis, the index values of the reporting period and the base period usually appear in the following five situations: the reporting period and the base period are both positive; the reporting period is positive, and the base period is negative; the reporting period is negative, and the base period is positive; Both the reporting period and the base period are negative, and the negative numerator is less than the negative denominator; the negative numerator is greater than the negative denominator. In the first case, the problem has been solved; the latter four cases have not been paid attention to by scholars. In the last four situations encountered in factor variance analysis, we call it indicator anomalies. Based on the factor analysis "index logarithmic ratio" method, we try to use the variation range (variation difference/base period number) logarithmic ratio method to solve. In order to show the reality of the research, we use the ZXGS financial data indicators as the blueprint, use the case method to study the financial analysis of abnormal indicators, and carry out the event analysis procedure anatomy based on the new method of factor analysis and variance analysis. Through the study of these several situations, we hope that the exponential logarithmic ratio method of factor analysis and difference analysis will be more pertinent, complete, adaptable, and scientific, and can be correctly applied in a wide range of social practices.

Published in	Journal of Finance and Accounting (Volume 9, Issue 3)
DOI	10.11648/j.jfa.20210903.12
Page(s)	67-79
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

Factor Analysis, Variance Analysis, Index Abnormality, Variation Range, Absolute Value, Exponential Logarithmic Ratio Method

References

[1]	Project Funding: Factor Analysis and Dupont Analysis Improvement, code: 2018WQNCX310, Big Data and Accounting, Internal audit approach: 2016GXJK227.
[2]	Roman L. Weil (Roman L. Weil), Katherine Schipper (Katherine Schipper) and Jennifer Francis (Jennifer Francis), translated by Zhu Dan and Qu Tenglong. Financial Accounting-Concepts, Methods and Applications ("Financial Accounting" "Fourteenth edition of the original book) [M]. Machinery Industry Press, September 2015, the first edition P 175-176.
[3]	Srikant M. Datar (Srikant M. Datar) Madhav V. Rajan (Madhav V. Rajan) "Management Accounting" [M]. (Translated by Wang Liyan, Chen Jiaxi, etc., China Renmin University Press, April 2015, the first edition) Chapter 13 "Flexible Budget, Difference and Management Control" p 461-463.
[4]	Zhang Xianzhi, Chen Youbang, "Financial Analysis" (8th edition) [M]. "Twelfth Five-Year" general higher education undergraduate national planning textbook, national quality courses, Dongbei University of Finance and Economics Press, March 2017 edition P170.
[5]	Charles T. Horngren Srikant M. Datar Madhav V. Rajan Wang Liyan and Liu Yingwen translated "Cost and Management Accounting" (15th edition) [M]. China Renmin University Press, June 2016, first edition, 2017 P464-470 was printed for the third time in November.
[6]	Organized and compiled by the Chinese Institute of Certified Public Accountants, CPA exam book 2020 CPA National Unified Examination Guidance Textbook "Financial Cost Management" [M]. China Finance Publishing Media Group, China Finance and Economic Publishing House, March 2020 edition P35-41.
[7]	"Cost Management Accounting" by Meng Yan and Liu Junyong [M]. National planning textbook for undergraduates during the Twelfth Five-Year Plan for general higher education, printed by Higher Education Press for the 3rd time in December 2017, P109.
[8]	"Corporate Financial Analysis" edited by Wu Xiaoling and Tian Gaoliang [M]. 21st Century Economics and Management Planning Textbook, 2nd print by Peking University Press in February 2018, P17-19.
[9]	Wen Subin "Management Accounting: Theory•Model•Case" [M]. Excellent planning textbook, Mechanical Industry Press, June 2014 P231.
[10]	Sun Maozhu, Zhi Xiaoqiang, Dai Lu, editor in chief, National Outstanding Achievement Award, "Management Accounting" (8th edition), a national undergraduate planning textbook for general higher education in the "Twelfth Five-Year" period [M]. Published by Renmin University of China Society P215-216.
[11]	Peng Jiaqing. Application example analysis of factor analysis method in coal mine production cost analysis [J]. Friends of Accounting (first issue), 2008, (07): 60-61.
[12]	Zhang Daoyun. The origin of the formula in the factor analysis of the task completion of the cost reduction of comparable products [J]. National Business Situation (Economic Theory Research), 2008, (07): 35-37.
[13]	Li Shanzhai. Discussion on the unified formula in factor analysis [J]. Journal of Jimei University (Natural Science Edition), 1997, (03): 6-10.
[14]	Zhang Xiuqi. The theory and method of factor multiplication [J]. Finance and Accounting, 1991, (07): 49-50.
[15]	Zhang Zhuzhong. Discussion on the Cost Analysis of Comparable Products [J]. Accounting Research, 1990 (01): 39-45.
[16]	Zhou Tieqiu. Simple formula of difference analysis method [J]. Finance and Accounting, 1988 (11): 37.
[17]	Wang Zhiqing. Discussion on factor analysis using "dynamic speed method" [J]. Finance and Accounting, 1988 (05): 55-56.
[18]	Luo Shengli. Discussion on factor analysis with dynamic function method [J]. Finance and Accounting, 1987 (04): 43-44.
[19]	Chen Yamin. Discussion on the basic principles of factor analysis [J]. Accounting Research, 1987 (01): 38-44+7.
[20]	Cao Jinlin. A new method of quantitative calculation in factor analysis [J]. Finance and Accounting, 1986 (09): 27.
[21]	She Minglong. Discuss the substitution sequence of chain substitution method [J]. Finance and Accounting, 1986 (05): 42-45.
[22]	Bie Xingfa. Humble opinion on improving the factor analysis and calculation method of capital profit rate [J]. Accounting Research, 1986 (02): 47-49.
[23]	Zhou Zonglin. Excerpts from the manuscript on the discussion of "Factor Decomposition Method" [J]. Accounting Research, 1985 (06): 43-47.
[24]	Ji Liang. Discussion on the Factor Analysis Method in "Das Kapital" [J]. Accounting Research, 1984 (06): 39-40.
[25]	Li Qiyu, Yu Rong. A new approach to factor analysis [J]. Accounting Research, 1984 (02): 25-29.
[26]	Yang Zengwu. Questioning the scientificity of factor analysis in the index [J]. Statistical Research, 1984 (03): 41-49+56.
[27]	Cho Se Jin, Bae Yun Jung, Kim Jong Min, Kim Donghyun, Baik Sung Hyun, Sunwoo Leonard, Choi Byung Se, Kim Jae Hyoung. Diagnostic performance of neuromelanin-sensitive magnetic resonance imaging for patients with Parkinson's disease and factor analysis for its heterogeneity: a systematic review and meta-analysis. [J]. European radiology, 2020.
[28]	Science - Applied Sciences; Study Results from China University of Petroleum Broaden Understanding of Applied Sciences (Valve Internal Leakage Rate Quantification Based on Factor Analysis and Wavelet-BP Neural Network Using Acoustic Emission) [J]. Science Letter, 2020.
[29]	Jinfeng Qiu. Study on the Analysis and Application of Aesthetic Value Model in Chorus Conducting Art Based on Factor Analysis [J]. Frontiers in Art Research, 2020, 2 (5).
[30]	Feng Zhao, Qiang Yue, Junhao He, Yun Li, Heming Wang. Quantifying China's iron in-use stock and its driving factors analysis [J]. Journal of Environmental Management, 2020, 274.
[31]	Meihua Chen, Liu Yun, Guifen Ma, Yonghong Yao. Factor Analysis Comparison of Factor Differences Between Old and New Calculation Methods [J]. Journal of Finance and Accounting, 2019, 7 (6).200-209.
[32]	Liu Yun, Qiaowen Yang, Yonghong Yao, Guifen Ma. Current Situation and Existing Problems of Factor Analysis Method [J]. Journal of Finance and Accounting, 2019, 7 (6).192-199.
[33]	Liu Yun, Yonghong Yao, Qiaowen Yang. New Solution of Factor Analysis Difference in Factor Product Combination [J]. Journal of Finance and Accounting, 2019, 7 (6).184-191.
[34]	Fayçal Krim, Aicha Amer, Yousef Souar. Determine the Impact of the Related Party on the Financial Reporting Quality Using Factor Analysis - Case Study of Algerian Institutions - [J]. International Journal of Finance and Accounting, 2018, 7 (5).
[35]	Izolda Chiladze. Factor Analysis Aspects of the Enterprise’s Operating Leverage [J]. Applied Finance and Accounting, 2017, 3 (1).
[36]	Kang, Ho Young. Institutionalization of Management Accounting Change – Based on Institutionalization Factors Analysis of ABC in Chinese Companies – [J]. journal of Taxation and Accounting, 2013, 14 (6).
[37]	ZHAO Shun-di, KONG Yu-sheng, LU Min. Mining cost analysis and cost control based on the sensitivity factor analysis [J]. Journal of Modern Accounting and Auditing, 2007, 3 (11).
[38]	Banghong Zhao, Zhenchuan Zhang, Lihua Guo. Factor analysis of the impact of changes in the appreciation rate of the asset appraisal [J]. Journal of Modern Accounting and Auditing, 2005, 1 (6).
[39]	Mohamed Onsi. Factor Analysis of Behavioral Variables Affecting Budgetary Slack [J]. The Accounting Review, 1973, 48 (3). 535-548.

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APA Style

Liu Yun, Shuping Luo, Xiaoyun Zhang. (2021). Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. Journal of Finance and Accounting, 9(3), 67-79. https://doi.org/10.11648/j.jfa.20210903.12

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ACS Style

Liu Yun; Shuping Luo; Xiaoyun Zhang. Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. J. Finance Account. 2021, 9(3), 67-79. doi: 10.11648/j.jfa.20210903.12

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AMA Style

Liu Yun, Shuping Luo, Xiaoyun Zhang. Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. J Finance Account. 2021;9(3):67-79. doi: 10.11648/j.jfa.20210903.12

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@article{10.11648/j.jfa.20210903.12,
  author = {Liu Yun and Shuping Luo and Xiaoyun Zhang},
  title = {Analysis and Research on Factor Differences in Abnormal Conditions of Indicators},
  journal = {Journal of Finance and Accounting},
  volume = {9},
  number = {3},
  pages = {67-79},
  doi = {10.11648/j.jfa.20210903.12},
  url = {https://doi.org/10.11648/j.jfa.20210903.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.jfa.20210903.12},
  abstract = {In factor variance analysis, the index values of the reporting period and the base period usually appear in the following five situations: the reporting period and the base period are both positive; the reporting period is positive, and the base period is negative; the reporting period is negative, and the base period is positive; Both the reporting period and the base period are negative, and the negative numerator is less than the negative denominator; the negative numerator is greater than the negative denominator. In the first case, the problem has been solved; the latter four cases have not been paid attention to by scholars. In the last four situations encountered in factor variance analysis, we call it indicator anomalies. Based on the factor analysis "index logarithmic ratio" method, we try to use the variation range (variation difference/base period number) logarithmic ratio method to solve. In order to show the reality of the research, we use the ZXGS financial data indicators as the blueprint, use the case method to study the financial analysis of abnormal indicators, and carry out the event analysis procedure anatomy based on the new method of factor analysis and variance analysis. Through the study of these several situations, we hope that the exponential logarithmic ratio method of factor analysis and difference analysis will be more pertinent, complete, adaptable, and scientific, and can be correctly applied in a wide range of social practices.},
 year = {2021}
}

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TY  - JOUR
T1  - Analysis and Research on Factor Differences in Abnormal Conditions of Indicators
AU  - Liu Yun
AU  - Shuping Luo
AU  - Xiaoyun Zhang
Y1  - 2021/05/24
PY  - 2021
N1  - https://doi.org/10.11648/j.jfa.20210903.12
DO  - 10.11648/j.jfa.20210903.12
T2  - Journal of Finance and Accounting
JF  - Journal of Finance and Accounting
JO  - Journal of Finance and Accounting
SP  - 67
EP  - 79
PB  - Science Publishing Group
SN  - 2330-7323
UR  - https://doi.org/10.11648/j.jfa.20210903.12
AB  - In factor variance analysis, the index values of the reporting period and the base period usually appear in the following five situations: the reporting period and the base period are both positive; the reporting period is positive, and the base period is negative; the reporting period is negative, and the base period is positive; Both the reporting period and the base period are negative, and the negative numerator is less than the negative denominator; the negative numerator is greater than the negative denominator. In the first case, the problem has been solved; the latter four cases have not been paid attention to by scholars. In the last four situations encountered in factor variance analysis, we call it indicator anomalies. Based on the factor analysis "index logarithmic ratio" method, we try to use the variation range (variation difference/base period number) logarithmic ratio method to solve. In order to show the reality of the research, we use the ZXGS financial data indicators as the blueprint, use the case method to study the financial analysis of abnormal indicators, and carry out the event analysis procedure anatomy based on the new method of factor analysis and variance analysis. Through the study of these several situations, we hope that the exponential logarithmic ratio method of factor analysis and difference analysis will be more pertinent, complete, adaptable, and scientific, and can be correctly applied in a wide range of social practices.
VL  - 9
IS  - 3
ER  -

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Author Information

Liu Yun

Guangzhou Huashang College, Guangzhou, China
Shuping Luo

Guangzhou Huashang College, Guangzhou, China
Xiaoyun Zhang

Guangzhou Huashang College, Guangzhou, China

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Plain Text BibTeX RIS

APA Style

Liu Yun, Shuping Luo, Xiaoyun Zhang. (2021). Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. Journal of Finance and Accounting, 9(3), 67-79. https://doi.org/10.11648/j.jfa.20210903.12

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ACS Style

Liu Yun; Shuping Luo; Xiaoyun Zhang. Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. J. Finance Account. 2021, 9(3), 67-79. doi: 10.11648/j.jfa.20210903.12

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AMA Style

Liu Yun, Shuping Luo, Xiaoyun Zhang. Analysis and Research on Factor Differences in Abnormal Conditions of Indicators. J Finance Account. 2021;9(3):67-79. doi: 10.11648/j.jfa.20210903.12

Copy | Download

@article{10.11648/j.jfa.20210903.12,
  author = {Liu Yun and Shuping Luo and Xiaoyun Zhang},
  title = {Analysis and Research on Factor Differences in Abnormal Conditions of Indicators},
  journal = {Journal of Finance and Accounting},
  volume = {9},
  number = {3},
  pages = {67-79},
  doi = {10.11648/j.jfa.20210903.12},
  url = {https://doi.org/10.11648/j.jfa.20210903.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.jfa.20210903.12},
  abstract = {In factor variance analysis, the index values of the reporting period and the base period usually appear in the following five situations: the reporting period and the base period are both positive; the reporting period is positive, and the base period is negative; the reporting period is negative, and the base period is positive; Both the reporting period and the base period are negative, and the negative numerator is less than the negative denominator; the negative numerator is greater than the negative denominator. In the first case, the problem has been solved; the latter four cases have not been paid attention to by scholars. In the last four situations encountered in factor variance analysis, we call it indicator anomalies. Based on the factor analysis "index logarithmic ratio" method, we try to use the variation range (variation difference/base period number) logarithmic ratio method to solve. In order to show the reality of the research, we use the ZXGS financial data indicators as the blueprint, use the case method to study the financial analysis of abnormal indicators, and carry out the event analysis procedure anatomy based on the new method of factor analysis and variance analysis. Through the study of these several situations, we hope that the exponential logarithmic ratio method of factor analysis and difference analysis will be more pertinent, complete, adaptable, and scientific, and can be correctly applied in a wide range of social practices.},
 year = {2021}
}

Copy | Download

TY  - JOUR
T1  - Analysis and Research on Factor Differences in Abnormal Conditions of Indicators
AU  - Liu Yun
AU  - Shuping Luo
AU  - Xiaoyun Zhang
Y1  - 2021/05/24
PY  - 2021
N1  - https://doi.org/10.11648/j.jfa.20210903.12
DO  - 10.11648/j.jfa.20210903.12
T2  - Journal of Finance and Accounting
JF  - Journal of Finance and Accounting
JO  - Journal of Finance and Accounting
SP  - 67
EP  - 79
PB  - Science Publishing Group
SN  - 2330-7323
UR  - https://doi.org/10.11648/j.jfa.20210903.12
AB  - In factor variance analysis, the index values of the reporting period and the base period usually appear in the following five situations: the reporting period and the base period are both positive; the reporting period is positive, and the base period is negative; the reporting period is negative, and the base period is positive; Both the reporting period and the base period are negative, and the negative numerator is less than the negative denominator; the negative numerator is greater than the negative denominator. In the first case, the problem has been solved; the latter four cases have not been paid attention to by scholars. In the last four situations encountered in factor variance analysis, we call it indicator anomalies. Based on the factor analysis "index logarithmic ratio" method, we try to use the variation range (variation difference/base period number) logarithmic ratio method to solve. In order to show the reality of the research, we use the ZXGS financial data indicators as the blueprint, use the case method to study the financial analysis of abnormal indicators, and carry out the event analysis procedure anatomy based on the new method of factor analysis and variance analysis. Through the study of these several situations, we hope that the exponential logarithmic ratio method of factor analysis and difference analysis will be more pertinent, complete, adaptable, and scientific, and can be correctly applied in a wide range of social practices.
VL  - 9
IS  - 3
ER  -

Copy | Download