Exploring Significant Family Income Ranges of Career Decision Difficulties of Adolescents in Bangladesh Applying Regression Techniques

Md Shahriare Satu, Sharif Ahamed, Asive Chowdhury, Md Whaiduzzaman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Citations (Scopus)

Abstract

Career Decision Making is essential part of human life. Most of the people are thinking about this since adolescence. Therefore, we should analyze significant features about career decision difficulties of adolescents in Bangladesh. The goal of this work to explore the most affected class of adolescents about career decision difficulties considering family income ranges in Bangladesh. In this situation, we gathered several records of high school going adolescents at Faridganj, Chandpur, Bangladesh using career decision difficulties questionnaire which was proposed by I. Gati et. al. Hence, several regression algorithms were considered for experimental analysis based on the characteristics of our primary career decision difficulties dataset. After that, these algorithms were applied into career decision difficulties dataset of adolescents and explored the best regression algorithm based on experimental results from them. Then, our selected best algorithm was implemented throughout different datasets (split from primary dataset) and interpreted their findings. Finally, we observed that middle level family income ranges (10000-21000 BDT) of adolescents were faced more difficulties to take proper decision about career than others. This analysis is suggested as a complementary tool for further psychological treatment about career decisions.

Original languageEnglish
Title of host publication2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538691113
DOIs
Publication statusPublished - 1 Apr 2019
Event2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019 - Cox's Bazar, Bangladesh
Duration: 7 Feb 20199 Feb 2019

Publication series

Name2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019

Conference

Conference2nd International Conference on Electrical, Computer and Communication Engineering, ECCE 2019
Country/TerritoryBangladesh
CityCox's Bazar
Period7/02/199/02/19

Keywords

  • Adolescent
  • CDD
  • CDDQ
  • Family Income Range
  • Regression

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