Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management

The aim of this study is to discover strengths and limitations of Analytic Hierarchy Process (AHP) as a risk prioritisation tool for risk management. The study developed a risk management problem and used AHP to organise and structure risks and sub-risks of the problem. It used formative evaluation...

Full description

Bibliographic Details
Main Author: Rabihah Md. Sum
Format: Article
Language:English
Published: Pusat Pengajian Sains Matematik, Fakulti Sains dan Teknologi, Universiti Kebangsaan Malaysia 2016
Online Access:http://journalarticle.ukm.my/10209/
http://journalarticle.ukm.my/10209/
http://journalarticle.ukm.my/10209/1/jqma-12-1_2-paper11.pdf
id ukm-10209
recordtype eprints
spelling ukm-102092017-03-15T07:29:42Z http://journalarticle.ukm.my/10209/ Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management Rabihah Md. Sum, The aim of this study is to discover strengths and limitations of Analytic Hierarchy Process (AHP) as a risk prioritisation tool for risk management. The study developed a risk management problem and used AHP to organise and structure risks and sub-risks of the problem. It used formative evaluation method with open-ended questionnaires to obtain feedbacks from risk managers on AHP. The study documented the following strengths of AHP: it is easy to use and understand, improves understanding of a problem and improve risk assessment. AHP improves risk assessment in the following ways: it provides a systematic risk assessment process, a clear and transparent risk assessment, facilitates debate and discussion of the risk ranking, and assists risk managers to make explicit trade-off between the risks and sub-risks. AHP is useful for problems with intangible elements, scarce data or requiring subjective judgements. AHP limitations are: too many pairwise comparisons decreasing risk managers concentration and the repetitiveness of the pairwise comparisons resulting in decision fatigue. The consequence, risk managers did not answer all questions or just answer the questions randomly. Pusat Pengajian Sains Matematik, Fakulti Sains dan Teknologi, Universiti Kebangsaan Malaysia 2016-12 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/10209/1/jqma-12-1_2-paper11.pdf Rabihah Md. Sum, (2016) Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management. Journal of Quality Measurement and Analysis, 12 (1-2). pp. 115-123. ISSN 1823-5670 http://www.ukm.my/jqma/jqma12_1_2a.html
repository_type Digital Repository
institution_category Local University
institution Universiti Kebangasaan Malaysia
building UKM Institutional Repository
collection Online Access
language English
description The aim of this study is to discover strengths and limitations of Analytic Hierarchy Process (AHP) as a risk prioritisation tool for risk management. The study developed a risk management problem and used AHP to organise and structure risks and sub-risks of the problem. It used formative evaluation method with open-ended questionnaires to obtain feedbacks from risk managers on AHP. The study documented the following strengths of AHP: it is easy to use and understand, improves understanding of a problem and improve risk assessment. AHP improves risk assessment in the following ways: it provides a systematic risk assessment process, a clear and transparent risk assessment, facilitates debate and discussion of the risk ranking, and assists risk managers to make explicit trade-off between the risks and sub-risks. AHP is useful for problems with intangible elements, scarce data or requiring subjective judgements. AHP limitations are: too many pairwise comparisons decreasing risk managers concentration and the repetitiveness of the pairwise comparisons resulting in decision fatigue. The consequence, risk managers did not answer all questions or just answer the questions randomly.
format Article
author Rabihah Md. Sum,
spellingShingle Rabihah Md. Sum,
Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
author_facet Rabihah Md. Sum,
author_sort Rabihah Md. Sum,
title Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
title_short Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
title_full Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
title_fullStr Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
title_full_unstemmed Formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
title_sort formative evaluation of analytic hierarchy process as a risk prioritisation tool for risk management
publisher Pusat Pengajian Sains Matematik, Fakulti Sains dan Teknologi, Universiti Kebangsaan Malaysia
publishDate 2016
url http://journalarticle.ukm.my/10209/
http://journalarticle.ukm.my/10209/
http://journalarticle.ukm.my/10209/1/jqma-12-1_2-paper11.pdf
first_indexed 2023-09-18T19:56:48Z
last_indexed 2023-09-18T19:56:48Z
_version_ 1777406583194517504