Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam
This paper illustrates the use of statistical prediction model for early identification of low employability Malaysian graduates using the proportional hazard model. The relative predicted hazard rate or probability of exit from unemployment is used to proxy the graduate's employability. The o...
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| Format: | Article |
| Language: | English |
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Fakulti Teknologi Maklumat dan Sains Kuantitatif
2005
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| Online Access: | https://ir.uitm.edu.my/id/eprint/11648/ |
| _version_ | 1848803033831440384 |
|---|---|
| author | Lim, Hock-Eam |
| author_facet | Lim, Hock-Eam |
| author_sort | Lim, Hock-Eam |
| building | UiTM Institutional Repository |
| collection | Online Access |
| description | This paper illustrates the use of statistical prediction model for early identification of low employability Malaysian graduates using the proportional hazard model. The relative predicted hazard rate or probability of exit from unemployment is used to proxy the graduate's
employability. The out-of-sample evaluation shows that the statistical prediction model predicts correctly 83%, 75% and 80% of the graduates that identified at bottom 15%, 20% and 25% of employability respectively. The estimated probability of exit from unemployment also suggests
that nine months is the reasonable expected unemployment duration for Malaysian graduates. |
| first_indexed | 2025-11-14T21:32:49Z |
| format | Article |
| id | uitm-11648 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T21:32:49Z |
| publishDate | 2005 |
| publisher | Fakulti Teknologi Maklumat dan Sains Kuantitatif |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-116482016-09-26T08:34:38Z https://ir.uitm.edu.my/id/eprint/11648/ Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam Lim, Hock-Eam Labor market. Labor supply. Labor demand, Including unemployment, manpower policy, occupational training, employment agencies Malaysia This paper illustrates the use of statistical prediction model for early identification of low employability Malaysian graduates using the proportional hazard model. The relative predicted hazard rate or probability of exit from unemployment is used to proxy the graduate's employability. The out-of-sample evaluation shows that the statistical prediction model predicts correctly 83%, 75% and 80% of the graduates that identified at bottom 15%, 20% and 25% of employability respectively. The estimated probability of exit from unemployment also suggests that nine months is the reasonable expected unemployment duration for Malaysian graduates. Fakulti Teknologi Maklumat dan Sains Kuantitatif 2005 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/11648/1/AJ_LIM%20HOCK%20EAM%20JTMSK%2005%201.pdf Lim, Hock-Eam (2005) Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam. (2005) Jurnal Teknologi Maklumat dan Sains Kuantitatif <https://ir.uitm.edu.my/view/publication/Jurnal_Teknologi_Maklumat_dan_Sains_Kuantitatif.html>, 7 (1). pp. 41-48. ISSN 1823-0822 |
| spellingShingle | Labor market. Labor supply. Labor demand, Including unemployment, manpower policy, occupational training, employment agencies Malaysia Lim, Hock-Eam Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title | Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title_full | Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title_fullStr | Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title_full_unstemmed | Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title_short | Early identification of low employability graduate in Malaysia : the use of proportional hazard model / Lim Hock-Eam |
| title_sort | early identification of low employability graduate in malaysia : the use of proportional hazard model / lim hock-eam |
| topic | Labor market. Labor supply. Labor demand, Including unemployment, manpower policy, occupational training, employment agencies Malaysia |
| url | https://ir.uitm.edu.my/id/eprint/11648/ |