A Critical Review of Forecasting Models to Predict Manpower Demand
Forecasting manpower requirements has been useful for economic planners, policy makers and training providers in order to avoid the imbalance of skills in the labour market. Although reviews of the manpower planning models have been conducted previously, with the accumulated experience and the boom...
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UTS ePRESS
2012-11-01
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Online Access: | https://learning-analytics.info/journals/index.php/AJCEB/article/view/2930 |
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doaj-eab3bf7a954f4e4ab94763dd1994a4dc2020-11-25T00:41:05ZengUTS ePRESSConstruction Economics and Building2204-90292012-11-014210.5130/AJCEB.v4i2.29301899A Critical Review of Forecasting Models to Predict Manpower DemandJames Wong0Albert Chan1Y.H Chiang2Hong Kong Polytechnic UniversityHong Kong Polytechnic UniversityHong Kong Polytechnic University Forecasting manpower requirements has been useful for economic planners, policy makers and training providers in order to avoid the imbalance of skills in the labour market. Although reviews of the manpower planning models have been conducted previously, with the accumulated experience and the booming of advanced statistical techniques and computer programs, the study of forecasting practices has undrgone considerable changes and achieved maturity during the past decade. This paper assesses the latest employment and manpower dmand estimating methods by examining their rationale, strength and constraints. It aims to identify enhancements for further development of manpower forecasting model for the construction industry and compare the reliability and capacity of different forecasting metodologies. It is cocluded that the top-down forecasting approach is the dominant methodology to forecast occupational manpower demand. It precedes other methodologies by its dynamic nature and sensitivity to aa variety of factors affecting the level and structure of employment. Given the improvement of the data available, advanced modelling techniques and computer programs, manpower planning is likely to be more accessible with improved accuracy at every level of the society. https://learning-analytics.info/journals/index.php/AJCEB/article/view/2930employment forecastingforecasting modelsmanpower planningmanpower demandconstruction industry |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
James Wong Albert Chan Y.H Chiang |
spellingShingle |
James Wong Albert Chan Y.H Chiang A Critical Review of Forecasting Models to Predict Manpower Demand Construction Economics and Building employment forecasting forecasting models manpower planning manpower demand construction industry |
author_facet |
James Wong Albert Chan Y.H Chiang |
author_sort |
James Wong |
title |
A Critical Review of Forecasting Models to Predict Manpower Demand |
title_short |
A Critical Review of Forecasting Models to Predict Manpower Demand |
title_full |
A Critical Review of Forecasting Models to Predict Manpower Demand |
title_fullStr |
A Critical Review of Forecasting Models to Predict Manpower Demand |
title_full_unstemmed |
A Critical Review of Forecasting Models to Predict Manpower Demand |
title_sort |
critical review of forecasting models to predict manpower demand |
publisher |
UTS ePRESS |
series |
Construction Economics and Building |
issn |
2204-9029 |
publishDate |
2012-11-01 |
description |
Forecasting manpower requirements has been useful for economic planners, policy makers and training providers in order to avoid the imbalance of skills in the labour market. Although reviews of the manpower planning models have been conducted previously, with the accumulated experience and the booming of advanced statistical techniques and computer programs, the study of forecasting practices has undrgone considerable changes and achieved maturity during the past decade. This paper assesses the latest employment and manpower dmand estimating methods by examining their rationale, strength and constraints. It aims to identify enhancements for further development of manpower forecasting model for the construction industry and compare the reliability and capacity of different forecasting metodologies. It is cocluded that the top-down forecasting approach is the dominant methodology to forecast occupational manpower demand. It precedes other methodologies by its dynamic nature and sensitivity to aa variety of factors affecting the level and structure of employment. Given the improvement of the data available, advanced modelling techniques and computer programs, manpower planning is likely to be more accessible with improved accuracy at every level of the society.
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topic |
employment forecasting forecasting models manpower planning manpower demand construction industry |
url |
https://learning-analytics.info/journals/index.php/AJCEB/article/view/2930 |
work_keys_str_mv |
AT jameswong acriticalreviewofforecastingmodelstopredictmanpowerdemand AT albertchan acriticalreviewofforecastingmodelstopredictmanpowerdemand AT yhchiang acriticalreviewofforecastingmodelstopredictmanpowerdemand AT jameswong criticalreviewofforecastingmodelstopredictmanpowerdemand AT albertchan criticalreviewofforecastingmodelstopredictmanpowerdemand AT yhchiang criticalreviewofforecastingmodelstopredictmanpowerdemand |
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