An Application of the Fuzzy Delphi Method and Fuzzy AHP on the Discussion of Training Indicators for the Regional Competition, Taiwan National Skills Competition, in the Trade of Joinery

The importance of vocational training and capacity assessment has grown since the 1980s. Vocational education is an important foundation for societal and economic development. Therefore, it is crucial to develop vocational training and education that meet the demands of the labor market. Modern indu...

Full description

Saved in:
Bibliographic Details
Published inSustainability Vol. 12; no. 10; p. 4290
Main Authors Tsai, Hao-Chang, Lee, An-Sheng, Lee, Huang-Ning, Chen, Chien-Nan, Liu, Yu-Chun
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.05.2020
Subjects
Online AccessGet full text
ISSN2071-1050
2071-1050
DOI10.3390/su12104290

Cover

Abstract The importance of vocational training and capacity assessment has grown since the 1980s. Vocational education is an important foundation for societal and economic development. Therefore, it is crucial to develop vocational training and education that meet the demands of the labor market. Modern industrial structure is different from that of the past, creating an imbalance in the supply and demand of the labor force. The purpose of the Skills Competition (the collective term for the regional competition under the Taiwan National Skills Competition in this research) is to encourage the young generation to participate in vocational education and training, thereby further improving the effect and efficiency of learning and training. In order to develop suitable indicators for the joinery trade of the regional competition, Taiwan National Skills Competition (hereinafter referred to as the Regional Competition), we first identify the level of importance of each indicator. Firstly, this study formed a hierarchical structure via the fuzzy Delphi method (FDM) with six training indicators (drawings, internal and external joints, assembly, measurements, finishing and appearance, and application of materials), and 27 sub-indicators were developed on the basis of these six major indicators. Secondly, in order to develop suitable training indicators for the joinery trade of the Regional Competition, the fuzzy analytic hierarchy process (fuzzy AHP) was adopted to seek the relative weight value of each indicator by assessing subjects through a paired-comparison. The results show that, among the six indicators, the relative weight value of measurements was the highest, followed by finishing and appearance and drawings. The indicators with higher relative weight value, such as measurement and finishing and appearance, should be paid more attention during the training processes. It is hoped that these results be presented to the trainers or instructors of training institutions or vocational schools as a reference to improve their training models, strategies, and quality.
AbstractList The importance of vocational training and capacity assessment has grown since the 1980s. Vocational education is an important foundation for societal and economic development. Therefore, it is crucial to develop vocational training and education that meet the demands of the labor market. Modern industrial structure is different from that of the past, creating an imbalance in the supply and demand of the labor force. The purpose of the Skills Competition (the collective term for the regional competition under the Taiwan National Skills Competition in this research) is to encourage the young generation to participate in vocational education and training, thereby further improving the effect and efficiency of learning and training. In order to develop suitable indicators for the joinery trade of the regional competition, Taiwan National Skills Competition (hereinafter referred to as the Regional Competition), we first identify the level of importance of each indicator. Firstly, this study formed a hierarchical structure via the fuzzy Delphi method (FDM) with six training indicators (drawings, internal and external joints, assembly, measurements, finishing and appearance, and application of materials), and 27 sub-indicators were developed on the basis of these six major indicators. Secondly, in order to develop suitable training indicators for the joinery trade of the Regional Competition, the fuzzy analytic hierarchy process (fuzzy AHP) was adopted to seek the relative weight value of each indicator by assessing subjects through a paired-comparison. The results show that, among the six indicators, the relative weight value of measurements was the highest, followed by finishing and appearance and drawings. The indicators with higher relative weight value, such as measurement and finishing and appearance, should be paid more attention during the training processes. It is hoped that these results be presented to the trainers or instructors of training institutions or vocational schools as a reference to improve their training models, strategies, and quality.
Author Lee, Huang-Ning
Chen, Chien-Nan
Lee, An-Sheng
Tsai, Hao-Chang
Liu, Yu-Chun
Author_xml – sequence: 1
  givenname: Hao-Chang
  surname: Tsai
  fullname: Tsai, Hao-Chang
– sequence: 2
  givenname: An-Sheng
  orcidid: 0000-0003-0590-5127
  surname: Lee
  fullname: Lee, An-Sheng
– sequence: 3
  givenname: Huang-Ning
  surname: Lee
  fullname: Lee, Huang-Ning
– sequence: 4
  givenname: Chien-Nan
  surname: Chen
  fullname: Chen, Chien-Nan
– sequence: 5
  givenname: Yu-Chun
  surname: Liu
  fullname: Liu, Yu-Chun
BookMark eNptkV1PwjAUhhujiYjc-AuaeGecnu6DrZcERDD4EcXrpawdFEc72y0Gfpq_zg5I_Ii96cnpc963ec8JOlRaCYTOCFwFAYVrWxOfQOhTOEAtH2LiEYjg8Ed9jDrWLsGdICCUdFvos6dwrywLmbFKaoV1jquFwMN6s1njgSjKhcT3olpojpni-35v9IQd24ADabPa2v3o1DCppJrjseKNojYW59psyWcxdxQrcF-vSlHJxu4ST5n8YAo_bN3d48ubLAr7m5E7KyfOReNyp6USZn2KjnJWWNHZ3230OryZ9kfe5PF23O9NvMynUeUllIUxhEmcE0ZCQWLuqiAJGYWgy3LKw8SPXUIzmkScU2BRDLw7ozwibibhQRud73RLo99rYat0qWvjPmtTP4Q4Aj8hkaMudlRmtLVG5Glp5IqZdUogbdaTfq_HwfAHzmS1jaByCRb_jXwBg5eU0g
CitedBy_id crossref_primary_10_1080_10429247_2025_2475554
crossref_primary_10_1016_j_jclepro_2020_124039
crossref_primary_10_1080_13549839_2024_2413080
crossref_primary_10_3390_buildings11100452
crossref_primary_10_3390_su13169067
crossref_primary_10_1051_e3sconf_202451705006
crossref_primary_10_3390_buildings14092817
crossref_primary_10_3846_transport_2023_19797
crossref_primary_10_3390_su13105472
crossref_primary_10_30657_pea_2021_27_1
crossref_primary_10_3390_su15043057
crossref_primary_10_3390_su12156069
crossref_primary_10_1016_j_trpro_2021_07_036
crossref_primary_10_1016_j_techfore_2024_123582
crossref_primary_10_1109_EMR_2023_3279933
crossref_primary_10_1155_2021_2459573
crossref_primary_10_3390_math9182323
crossref_primary_10_3390_su14042414
crossref_primary_10_55573_IJAFB_073901
crossref_primary_10_21833_ijaas_2024_11_011
crossref_primary_10_1108_JEIM_06_2023_0325
crossref_primary_10_1007_s10668_022_02753_1
crossref_primary_10_3390_su13158216
crossref_primary_10_3390_app11199322
crossref_primary_10_3390_systems12110479
crossref_primary_10_1108_BIJ_03_2021_0132
crossref_primary_10_2478_czoto_2021_0027
crossref_primary_10_3390_en17071522
crossref_primary_10_48084_etasr_9151
crossref_primary_10_1016_j_scs_2021_103592
crossref_primary_10_3934_math_2023318
crossref_primary_10_56984_8ZG007DWPMS
crossref_primary_10_1016_j_rtbm_2024_101242
crossref_primary_10_3390_ma16041651
crossref_primary_10_1108_MBE_10_2021_0126
crossref_primary_10_3390_en14092386
crossref_primary_10_1108_ET_09_2023_0397
crossref_primary_10_3390_su12156131
crossref_primary_10_3390_math11143075
crossref_primary_10_1007_s12063_023_00430_8
crossref_primary_10_1016_j_nexres_2024_100124
crossref_primary_10_3390_su12208314
Cites_doi 10.2488/jwrs.61.117
10.1016/0165-0114(93)90251-C
10.1080/02602930801956026
10.1080/0260293022000020273
10.3233/HSM-1985-5111
10.1016/0898-1221(94)00246-H
10.1007/978-3-642-46768-4
10.1007/978-1-4614-3597-6
10.1016/0165-0114(85)90090-9
ContentType Journal Article
Copyright 2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
4U-
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQQKQ
PQUKI
DOI 10.3390/su12104290
DatabaseName CrossRef
University Readers
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One
ProQuest Central
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
DatabaseTitle CrossRef
Publicly Available Content Database
University Readers
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef
Publicly Available Content Database
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Economics
Environmental Sciences
EISSN 2071-1050
ExternalDocumentID 10_3390_su12104290
GeographicLocations Taiwan
GeographicLocations_xml – name: Taiwan
GroupedDBID 29Q
2WC
4P2
5VS
7XC
8FE
8FH
A8Z
AAHBH
AAYXX
ACHQT
ADBBV
ADMLS
AENEX
AFKRA
AFMMW
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BENPR
CCPQU
CITATION
E3Z
ECGQY
FRS
GX1
KQ8
ML.
MODMG
M~E
OK1
P2P
PHGZM
PHGZT
PIMPY
PROAC
TR2
4U-
ABUWG
AZQEC
DWQXO
PKEHL
PQEST
PQQKQ
PQUKI
ID FETCH-LOGICAL-c295t-89a470487f1a14e17d7f1384a9036af9d4827207b985dd90a570d6b9d5187f8d3
IEDL.DBID BENPR
ISSN 2071-1050
IngestDate Mon Jun 30 11:08:07 EDT 2025
Tue Jul 01 01:07:21 EDT 2025
Thu Apr 24 22:58:21 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c295t-89a470487f1a14e17d7f1384a9036af9d4827207b985dd90a570d6b9d5187f8d3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-0590-5127
OpenAccessLink https://www.proquest.com/docview/2407502815?pq-origsite=%requestingapplication%
PQID 2407502815
PQPubID 2032327
ParticipantIDs proquest_journals_2407502815
crossref_primary_10_3390_su12104290
crossref_citationtrail_10_3390_su12104290
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-05-01
PublicationDateYYYYMMDD 2020-05-01
PublicationDate_xml – month: 05
  year: 2020
  text: 2020-05-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Sustainability
PublicationYear 2020
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Chang (ref_32) 1995; 29
ref_13
ref_11
ref_10
Buckely (ref_24) 1985; 17
ref_31
Ishikawa (ref_22) 1993; 55
ref_19
Lin (ref_18) 2003; 17
ref_17
ref_16
ref_15
Asada (ref_7) 2015; 61
Chou (ref_12) 2015; 34
Chen (ref_20) 2001; 13
ref_25
Wang (ref_9) 2014; 13
ref_23
ref_21
Duam (ref_30) 1989; 27
ref_1
Craddock (ref_2) 2009; 34
ref_3
ref_29
ref_28
ref_27
ref_26
ref_8
Taras (ref_5) 2002; 27
ref_4
ref_6
Murry (ref_14) 1985; 5
References_xml – volume: 61
  start-page: 117
  year: 2015
  ident: ref_7
  article-title: Educational research on forests and wood: Achievements and prospects
  publication-title: Mokuzai Gakkaishi
  doi: 10.2488/jwrs.61.117
– ident: ref_28
– volume: 55
  start-page: 241
  year: 1993
  ident: ref_22
  article-title: The max-mindelphi method and fuzzy delphi method via fuzzy integration
  publication-title: Fuzzy Sets Syst.
  doi: 10.1016/0165-0114(93)90251-C
– ident: ref_3
– ident: ref_26
– volume: 34
  start-page: 127
  year: 2009
  ident: ref_2
  article-title: Assessment options in higher education
  publication-title: Assess. Eval. High. Educ.
  doi: 10.1080/02602930801956026
– volume: 27
  start-page: 501
  year: 2002
  ident: ref_5
  article-title: Using assessment for learning and learning from assessment
  publication-title: Assess. Eval. High. Educ.
  doi: 10.1080/0260293022000020273
– ident: ref_11
– volume: 5
  start-page: 76
  year: 1985
  ident: ref_14
  article-title: A pilot-study of fuzzy set modification of delphi
  publication-title: Hum. Syst. Manag.
  doi: 10.3233/HSM-1985-5111
– volume: 13
  start-page: 96
  year: 2014
  ident: ref_9
  article-title: On the shoulders of giants—introduction of WSI and WorldSkills International
  publication-title: Employ. Saf. Half Year Publ.
– ident: ref_16
– volume: 27
  start-page: 5
  year: 1989
  ident: ref_30
  article-title: The feature and application of AHP (I)
  publication-title: J. Chin. Stat. Assoc.
– ident: ref_1
– ident: ref_21
– ident: ref_6
– ident: ref_8
– ident: ref_25
– ident: ref_4
– ident: ref_29
– ident: ref_27
– volume: 34
  start-page: 15
  year: 2015
  ident: ref_12
  article-title: A study on the skill movement learning process for contestants in the National Skills Competition polymechanics/automation category
  publication-title: J. Lib. Arts Soc. Sci. Chienkuo Technol. Univ.
– volume: 29
  start-page: 21
  year: 1995
  ident: ref_32
  article-title: The Estimation of Normalized Fuzzy Weights
  publication-title: Comput. Math Appl.
  doi: 10.1016/0898-1221(94)00246-H
– ident: ref_10
– ident: ref_23
  doi: 10.1007/978-3-642-46768-4
– ident: ref_15
– ident: ref_13
– ident: ref_17
– ident: ref_19
– ident: ref_31
  doi: 10.1007/978-1-4614-3597-6
– volume: 17
  start-page: 279
  year: 2003
  ident: ref_18
  article-title: The Algorithm of Fuzzy Linguistic Numbers and Its Comparison of Scoring
  publication-title: J. Natl. Taichung Univ. Educ.
– volume: 17
  start-page: 233
  year: 1985
  ident: ref_24
  article-title: Fuzzy hierarchical analysis
  publication-title: Fuzzy Sets Syst.
  doi: 10.1016/0165-0114(85)90090-9
– volume: 13
  start-page: 1
  year: 2001
  ident: ref_20
  article-title: Indexes of Competitive Power and Core Competence in Selecting Asia-Pacific Ports
  publication-title: J. Chin. Inst. Transp.
SSID ssj0000331916
Score 2.407273
Snippet The importance of vocational training and capacity assessment has grown since the 1980s. Vocational education is an important foundation for societal and...
SourceID proquest
crossref
SourceType Aggregation Database
Enrichment Source
Index Database
StartPage 4290
SubjectTerms Design
Medals
Skills
Sustainability
Training
Trends
Vocational education
Title An Application of the Fuzzy Delphi Method and Fuzzy AHP on the Discussion of Training Indicators for the Regional Competition, Taiwan National Skills Competition, in the Trade of Joinery
URI https://www.proquest.com/docview/2407502815
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3da9swEBdr87C-lLVd6deCYHspzMyyJct6GlmTNCu0lJJC3oxsyZ1ZcNI6obR_2v663SlKQqD0zdgnS3Cn-9Lpd4R8SxCgRJYm0EWUBNxYG-SlUYEwTEvwSBKhMQ95fZMM7vnVSIx8wq3xZZVLnegUtZkUmCP_gZGHAGPIxM_pY4Bdo_B01bfQ2CItUMEpyHnrV-_m9m6VZQljEDGWLHBJY4jvgb8ImQVaONy0RJuK2FmX_iey691C2lnwcY98sPU--bi8Ndzsk8Pe-kYaEPot2RyQf52adtan0HRSUvDpaH_--vpCu3Y8_VPRa9cmmura-PedwS0FWiTsVk0xx1JYN3ToO0bQ3zUe4GArHgpuraO8sw8ub0gvnK_tar2-06GunnVNPb42rOxvNR43mzTVYir4ubE4y9UErxy-fCb3_d7wYhD4hgxBESkxC1KluYQtL0umGbdMGniKU64V2EFdKoOYolEoc5UKY1SohQxNkisjGIxJTXxItutJbY8IFYW2SZ6kPDWG8zxXMrdxXEpRRirljB2T8yVzssKjlWPTjHEGUQsyMlsz8ph8XdFOFxgdb1KdLXmc-X3aZGupOnn_8ynZiTDSdqWOZ2R79jS3X8AdmeVtL3NtsnU5Yv8B_1fjoQ
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NbtNAEB6V9FAuCAoVhQIrAQckLLz2ru09IBSaREnbRFWVSr2ZtXddLCIn4ERV-lA8AE_HjH8aRULcerPs2V1L82l2_gfgXUANSsLMODr1AkcYa50kM8qRhusQNZJAavJDjifB8FKcXMmrHfjd1sJQWmUrEytBbeYp-cg_keUh8TLk8svip0NToyi62o7QqGFxatc3aLKVn0c95O97zxv0p8dDp5kq4KSekksnUlqEiNsw45oLy0ODT34ktEJhrjNlqDGm54aJiqQxytUydE2QKCM5romMj_s-gF1BFa0d2P3an5xf3Hl1XB8hzYO6D6rvKxfxRC26UOq72zfftuCvbrPBY3jUqKGsW-PmCezYYh_22irlch8O-psKOCRsRED5FP50C9bdRL3ZPGOoQ7LB6vZ2zXp2tvies3E1lprpwjTvu8NzhrRE2MvLdEWpt9XSaTOhgo0KChjR6B-GanRFeWGvKz8lO650-yq37COb6vxGF6zp541_9iOfzcptmrw-Cjc3lk45mVOJ4_oZXN4Lqw6gU8wL-xyYTLUNkiASkTFCJIkKE-v7WSgzT0WC80P40DInTpvu6DSkYxajlUSMjDeMPIS3d7SLuifIP6mOWh7HjVwo4w2KX_z_8xvYG07HZ_HZaHL6Eh56ZOVXaZZH0Fn-WtlXqAotk9cN_hh8u2_I_wXZxh3c
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3Nb9MwFH8anQRcEAymDQZYAg5IRIsTO44PCJW1Vbuxqpo6abfgxA5EVGkhrabuT9tfx3PirKqEuO0WJc92pPfT-_L7AHgf2QYlIteeyoLIY9oYL8219LimSqBFEnFl45Dn42h4yU6v-NUO3La1MDatspWJtaDW88zGyI-t58FRGVJ-nLu0iElv8GXx27MTpOxNaztOo4HImVlfo_tWfR71kNcfgmDQn54MPTdhwMsCyZdeLBUTiGGRU0WZoULjUxgzJVGwq1xq2yQz8EUqY6619BUXvo5SqTnFNbEOcd8HsCtQK7IO7H7tjycXdxEeP0R406jpiRqG0kds2XZdqAH8bS24rQRqzTZ4Ck-cSUq6DYaewY4p9-BRW7Fc7cF-f1MNh4ROHFTP4bZbku7mBpzMc4L2JBmsbm7WpGdmi58FOa9HVBNVave-O5wQpLWEvaLKVjYNt146ddMqyKi0l0d2DBBBk7qmvDA_6pglOant_DrP7BOZquJalcT19sY_-1XMZtU2TdEchZtrY085ndtyx_ULuLwXVu1Dp5yX5gAIz5SJ0ihmsdaMpakUqQnDXPA8kDGj9BA-tsxJMtcp3Q7smCXoMVlGJhtGHsK7O9pF0x_kn1RHLY8TJyOqZIPol____BYeItSTb6Px2St4HFiHv864PILO8s_KvEaraJm-cfAj8P2-Ef8XynUiCA
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+Application+of+the+Fuzzy+Delphi+Method+and+Fuzzy+AHP+on+the+Discussion+of+Training+Indicators+for+the+Regional+Competition%2C+Taiwan+National+Skills+Competition%2C+in+the+Trade+of+Joinery&rft.jtitle=Sustainability&rft.au=Tsai%2C+Hao-Chang&rft.au=Lee%2C+An-Sheng&rft.au=Lee%2C+Huang-Ning&rft.au=Chen%2C+Chien-Nan&rft.date=2020-05-01&rft.issn=2071-1050&rft.eissn=2071-1050&rft.volume=12&rft.issue=10&rft.spage=4290&rft_id=info:doi/10.3390%2Fsu12104290&rft.externalDBID=n%2Fa&rft.externalDocID=10_3390_su12104290
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2071-1050&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2071-1050&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2071-1050&client=summon