The Research on Adjustment of University Students in Financial Hardship

An Shuting; Chen Jiao

doi:doi:10.11648/j.ijssam.20220701.12

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The Research on Adjustment of University Students in Financial Hardship

An Shuting, Chen Jiao

Published in International Journal of Systems Science and Applied Mathematics (Volume 7, Issue 1)

Received: 21 March 2022 Accepted: 9 April 2022 Published: 20 April 2022

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Abstract

Funding university students in financial hardship is one of the most important works in education field of China. This paper researches how to adjust the level of students in financial hardship with considering the effect of dormitory culture construction (DCC) and consumption. An evaluation system with considering self-satisfaction, moral performance, academic performance, academic potential, volunteering outside the dormitory, and dormitory hygiene performance is established to measure the effect of DCC and, applying the binary Logistic regression model, the validity of the system is examined. On the basis of taking subjective evaluation and objective quantitative factors into full consideration, the Analytic hierarchy process model is then utilized for the estimation of the effect of DCC, combined with the analysis of campus consumption behavior questionnaire, students’ consumption behavior is divided into 4 categories by K-means clustering algorithm, meanwhile, the average value for each category can be calculated. This paper takes the necessary consumption as the base, determine the adjustment strategy according to the ranking of the effect of DCC to make our funding work more reasonable and efficient. The data from South-Central Minzu University is used to check the model, The comparison of the results before and after adjustment is shown in this paper, and the comparison results reveal that our model has a good stability and can recognize the growth of students.

Published in	International Journal of Systems Science and Applied Mathematics (Volume 7, Issue 1)
DOI	10.11648/j.ijssam.20220701.12
Page(s)	17-22
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

Dormitory Culture Construction, Binary Logistic Regression Model, Analytic Hierarchy Process, K-means Clustering

References

[1]	An, S., Chen, Y., & Dai, W. (2017). The Accurate Identification of College Students in Financial Hardship Based on Growth Background. International Journal of Statistical Distributions and Applications, 3 (2), 1-6.
[2]	Sun, Z., & Yuan, L. (2022). The Study on Quantitative System of Accurate Identification of College Students in Financial Hardship in Higher Education. Times of Fortune, 37 (2), 98-99.
[3]	Dong, B. (2021). Research on The Accurate Identification of College Students in Financial Hardship in The Context of Big Data. Education and Teaching Forum, 13 (45), 34-37.
[4]	Chen, X., & Lai, Q. (2021). Analysis and Research on The Identification of University Students in Financial Hardship Based on Big Consumption Data. Modern Computer, 37 (30), 32-37+44.
[5]	Sun, X. (2021). Study on Educational Strategies in Universities from the Perspective of Dormitory Culture Construction. Culture Industry, 14 (20), 53-54.
[6]	Bao, B., & Gan, Y. (2020). The Way of Student Party Building into Dormitory Under the View of "Three Comprehensive Education". China Metallurgical Education, 29 (1), 95-97.
[7]	Wang, J., & Liu, L. (2019). Promote the Culture Construction of Dormitory through Party Building. Data of Culture and Education, 48 (30), 93-94.
[8]	Sun, D. (2019). Exploring the Establishment of "Civilized Dormitories" by "Party Construction into Dormitory. New West, 20 (24), 119-120.
[9]	Tang, G., & Song, J. (2021). Analysis the Effect of Dormitory Culture Construction on Preventing Cold Violence in Dormitory. Teacher’s Journal, 38 (24), 9-10.
[10]	Gu, D. (2021). Strengthen the Dormitory Culture Construction to Promote the Steady Improvement of Academic Style. Journal of Jilin Institute of Chemical Technology, 38 (4), 68-70.
[11]	Xia, Y., & Zheng, Y. (2018). Exploration of Ways and Methods of Labor Education for College Students. Journal of Mudanjiang University, 27 (6), 144-147.
[12]	Tao, J. (2020). Research on the Correlation and Countermeasures between Dormitory Culture Construction and Academic Style Construction. Shanxi Youth, 45 (08), 253+256.
[13]	Xu, S. (1988). Practical Decision-Making Methods: Principles of Analytic Hierarchy Process. Tianjin University Press.
[14]	Li G., Yu, M., & Liang, Z. (2022). Pilot Allocation Strategy for Large-Scale MIMO Based on K-means Clustering Algorithm. Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), 34 (1), 42-50.
[15]	Yang, M., & Hou, L. (2021). Cluster Analysis of Learners' Learning Behavior in Open Education Based on Data Mining. Journal of Anhui Radio & TV University, 22 (3), 32-37.
[16]	Huang, J. (2020). An Evaluation Model of College Student Dormitory Management Based on AHP. Journal of Wuxi Vocational Institute of Commerce, 20 (2), 48-53.
[17]	Bai, H. & Xu, Y. (2016). The design of the performance evaluation index system of financial aid for poor students in universities. Journal of Research on Higher Education in Heilongjiang, 40 (6), 116-120.

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APA Style

An Shuting, Chen Jiao. (2022). The Research on Adjustment of University Students in Financial Hardship. International Journal of Systems Science and Applied Mathematics, 7(1), 17-22. https://doi.org/10.11648/j.ijssam.20220701.12

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ACS Style

An Shuting; Chen Jiao. The Research on Adjustment of University Students in Financial Hardship. Int. J. Syst. Sci. Appl. Math. 2022, 7(1), 17-22. doi: 10.11648/j.ijssam.20220701.12

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AMA Style

An Shuting, Chen Jiao. The Research on Adjustment of University Students in Financial Hardship. Int J Syst Sci Appl Math. 2022;7(1):17-22. doi: 10.11648/j.ijssam.20220701.12

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@article{10.11648/j.ijssam.20220701.12,
  author = {An Shuting and Chen Jiao},
  title = {The Research on Adjustment of University Students in Financial Hardship},
  journal = {International Journal of Systems Science and Applied Mathematics},
  volume = {7},
  number = {1},
  pages = {17-22},
  doi = {10.11648/j.ijssam.20220701.12},
  url = {https://doi.org/10.11648/j.ijssam.20220701.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijssam.20220701.12},
  abstract = {Funding university students in financial hardship is one of the most important works in education field of China. This paper researches how to adjust the level of students in financial hardship with considering the effect of dormitory culture construction (DCC) and consumption. An evaluation system with considering self-satisfaction, moral performance, academic performance, academic potential, volunteering outside the dormitory, and dormitory hygiene performance is established to measure the effect of DCC and, applying the binary Logistic regression model, the validity of the system is examined. On the basis of taking subjective evaluation and objective quantitative factors into full consideration, the Analytic hierarchy process model is then utilized for the estimation of the effect of DCC, combined with the analysis of campus consumption behavior questionnaire, students’ consumption behavior is divided into 4 categories by K-means clustering algorithm, meanwhile, the average value for each category can be calculated. This paper takes the necessary consumption as the base, determine the adjustment strategy according to the ranking of the effect of DCC to make our funding work more reasonable and efficient. The data from South-Central Minzu University is used to check the model, The comparison of the results before and after adjustment is shown in this paper, and the comparison results reveal that our model has a good stability and can recognize the growth of students.},
 year = {2022}
}

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TY  - JOUR
T1  - The Research on Adjustment of University Students in Financial Hardship
AU  - An Shuting
AU  - Chen Jiao
Y1  - 2022/04/20
PY  - 2022
N1  - https://doi.org/10.11648/j.ijssam.20220701.12
DO  - 10.11648/j.ijssam.20220701.12
T2  - International Journal of Systems Science and Applied Mathematics
JF  - International Journal of Systems Science and Applied Mathematics
JO  - International Journal of Systems Science and Applied Mathematics
SP  - 17
EP  - 22
PB  - Science Publishing Group
SN  - 2575-5803
UR  - https://doi.org/10.11648/j.ijssam.20220701.12
AB  - Funding university students in financial hardship is one of the most important works in education field of China. This paper researches how to adjust the level of students in financial hardship with considering the effect of dormitory culture construction (DCC) and consumption. An evaluation system with considering self-satisfaction, moral performance, academic performance, academic potential, volunteering outside the dormitory, and dormitory hygiene performance is established to measure the effect of DCC and, applying the binary Logistic regression model, the validity of the system is examined. On the basis of taking subjective evaluation and objective quantitative factors into full consideration, the Analytic hierarchy process model is then utilized for the estimation of the effect of DCC, combined with the analysis of campus consumption behavior questionnaire, students’ consumption behavior is divided into 4 categories by K-means clustering algorithm, meanwhile, the average value for each category can be calculated. This paper takes the necessary consumption as the base, determine the adjustment strategy according to the ranking of the effect of DCC to make our funding work more reasonable and efficient. The data from South-Central Minzu University is used to check the model, The comparison of the results before and after adjustment is shown in this paper, and the comparison results reveal that our model has a good stability and can recognize the growth of students.
VL  - 7
IS  - 1
ER  -

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Author Information

An Shuting

College of Biomedical Engineering, South-Central Minzu University, Wuhan, PR China
Chen Jiao

College of Biomedical Engineering, South-Central Minzu University, Wuhan, PR China

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Plain Text BibTeX RIS

APA Style

An Shuting, Chen Jiao. (2022). The Research on Adjustment of University Students in Financial Hardship. International Journal of Systems Science and Applied Mathematics, 7(1), 17-22. https://doi.org/10.11648/j.ijssam.20220701.12

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ACS Style

An Shuting; Chen Jiao. The Research on Adjustment of University Students in Financial Hardship. Int. J. Syst. Sci. Appl. Math. 2022, 7(1), 17-22. doi: 10.11648/j.ijssam.20220701.12

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AMA Style

An Shuting, Chen Jiao. The Research on Adjustment of University Students in Financial Hardship. Int J Syst Sci Appl Math. 2022;7(1):17-22. doi: 10.11648/j.ijssam.20220701.12

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@article{10.11648/j.ijssam.20220701.12,
  author = {An Shuting and Chen Jiao},
  title = {The Research on Adjustment of University Students in Financial Hardship},
  journal = {International Journal of Systems Science and Applied Mathematics},
  volume = {7},
  number = {1},
  pages = {17-22},
  doi = {10.11648/j.ijssam.20220701.12},
  url = {https://doi.org/10.11648/j.ijssam.20220701.12},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.ijssam.20220701.12},
  abstract = {Funding university students in financial hardship is one of the most important works in education field of China. This paper researches how to adjust the level of students in financial hardship with considering the effect of dormitory culture construction (DCC) and consumption. An evaluation system with considering self-satisfaction, moral performance, academic performance, academic potential, volunteering outside the dormitory, and dormitory hygiene performance is established to measure the effect of DCC and, applying the binary Logistic regression model, the validity of the system is examined. On the basis of taking subjective evaluation and objective quantitative factors into full consideration, the Analytic hierarchy process model is then utilized for the estimation of the effect of DCC, combined with the analysis of campus consumption behavior questionnaire, students’ consumption behavior is divided into 4 categories by K-means clustering algorithm, meanwhile, the average value for each category can be calculated. This paper takes the necessary consumption as the base, determine the adjustment strategy according to the ranking of the effect of DCC to make our funding work more reasonable and efficient. The data from South-Central Minzu University is used to check the model, The comparison of the results before and after adjustment is shown in this paper, and the comparison results reveal that our model has a good stability and can recognize the growth of students.},
 year = {2022}
}

Copy | Download

TY  - JOUR
T1  - The Research on Adjustment of University Students in Financial Hardship
AU  - An Shuting
AU  - Chen Jiao
Y1  - 2022/04/20
PY  - 2022
N1  - https://doi.org/10.11648/j.ijssam.20220701.12
DO  - 10.11648/j.ijssam.20220701.12
T2  - International Journal of Systems Science and Applied Mathematics
JF  - International Journal of Systems Science and Applied Mathematics
JO  - International Journal of Systems Science and Applied Mathematics
SP  - 17
EP  - 22
PB  - Science Publishing Group
SN  - 2575-5803
UR  - https://doi.org/10.11648/j.ijssam.20220701.12
AB  - Funding university students in financial hardship is one of the most important works in education field of China. This paper researches how to adjust the level of students in financial hardship with considering the effect of dormitory culture construction (DCC) and consumption. An evaluation system with considering self-satisfaction, moral performance, academic performance, academic potential, volunteering outside the dormitory, and dormitory hygiene performance is established to measure the effect of DCC and, applying the binary Logistic regression model, the validity of the system is examined. On the basis of taking subjective evaluation and objective quantitative factors into full consideration, the Analytic hierarchy process model is then utilized for the estimation of the effect of DCC, combined with the analysis of campus consumption behavior questionnaire, students’ consumption behavior is divided into 4 categories by K-means clustering algorithm, meanwhile, the average value for each category can be calculated. This paper takes the necessary consumption as the base, determine the adjustment strategy according to the ranking of the effect of DCC to make our funding work more reasonable and efficient. The data from South-Central Minzu University is used to check the model, The comparison of the results before and after adjustment is shown in this paper, and the comparison results reveal that our model has a good stability and can recognize the growth of students.
VL  - 7
IS  - 1
ER  -

Copy | Download