Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure

We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, w...
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Gespeichert in:

Autor*in:	Steven Verheyen [verfasserIn] Gert Storms [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2021

Schlagwörter:	Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation

Übergeordnetes Werk:	In: Methods in Psychology - Elsevier, 2021, 5(2021), Seite 100060-
Übergeordnetes Werk:	volume:5 ; year:2021 ; pages:100060-

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.1016/j.metip.2021.100060

Katalog-ID:	DOAJ060717696

Internformat


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650		4	\|a Dissimilarity
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650		4	\|a Dimensionality
650		4	\|a Reliability
650		4	\|a Spatial representation
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spelling	10.1016/j.metip.2021.100060 doi (DE-627)DOAJ060717696 (DE-599)DOAJ72972b835b8c446d91d9dacf4a6b1027 DE-627 ger DE-627 rakwb eng BF1-990 Steven Verheyen verfasserin aut Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS. Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation Psychology Gert Storms verfasserin aut In Methods in Psychology Elsevier, 2021 5(2021), Seite 100060- (DE-627)1689632550 25902601 nnns volume:5 year:2021 pages:100060- https://doi.org/10.1016/j.metip.2021.100060 kostenfrei https://doaj.org/article/72972b835b8c446d91d9dacf4a6b1027 kostenfrei http://www.sciencedirect.com/science/article/pii/S2590260121000175 kostenfrei https://doaj.org/toc/2590-2601 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2086 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 5 2021 100060-
allfields_unstemmed	10.1016/j.metip.2021.100060 doi (DE-627)DOAJ060717696 (DE-599)DOAJ72972b835b8c446d91d9dacf4a6b1027 DE-627 ger DE-627 rakwb eng BF1-990 Steven Verheyen verfasserin aut Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS. Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation Psychology Gert Storms verfasserin aut In Methods in Psychology Elsevier, 2021 5(2021), Seite 100060- (DE-627)1689632550 25902601 nnns volume:5 year:2021 pages:100060- https://doi.org/10.1016/j.metip.2021.100060 kostenfrei https://doaj.org/article/72972b835b8c446d91d9dacf4a6b1027 kostenfrei http://www.sciencedirect.com/science/article/pii/S2590260121000175 kostenfrei https://doaj.org/toc/2590-2601 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2086 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 5 2021 100060-
allfieldsGer	10.1016/j.metip.2021.100060 doi (DE-627)DOAJ060717696 (DE-599)DOAJ72972b835b8c446d91d9dacf4a6b1027 DE-627 ger DE-627 rakwb eng BF1-990 Steven Verheyen verfasserin aut Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS. Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation Psychology Gert Storms verfasserin aut In Methods in Psychology Elsevier, 2021 5(2021), Seite 100060- (DE-627)1689632550 25902601 nnns volume:5 year:2021 pages:100060- https://doi.org/10.1016/j.metip.2021.100060 kostenfrei https://doaj.org/article/72972b835b8c446d91d9dacf4a6b1027 kostenfrei http://www.sciencedirect.com/science/article/pii/S2590260121000175 kostenfrei https://doaj.org/toc/2590-2601 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2086 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 5 2021 100060-
allfieldsSound	10.1016/j.metip.2021.100060 doi (DE-627)DOAJ060717696 (DE-599)DOAJ72972b835b8c446d91d9dacf4a6b1027 DE-627 ger DE-627 rakwb eng BF1-990 Steven Verheyen verfasserin aut Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure 2021 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS. Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation Psychology Gert Storms verfasserin aut In Methods in Psychology Elsevier, 2021 5(2021), Seite 100060- (DE-627)1689632550 25902601 nnns volume:5 year:2021 pages:100060- https://doi.org/10.1016/j.metip.2021.100060 kostenfrei https://doaj.org/article/72972b835b8c446d91d9dacf4a6b1027 kostenfrei http://www.sciencedirect.com/science/article/pii/S2590260121000175 kostenfrei https://doaj.org/toc/2590-2601 Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_206 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2086 GBV_ILN_2088 GBV_ILN_2106 GBV_ILN_2110 GBV_ILN_2112 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2470 GBV_ILN_2507 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4393 GBV_ILN_4700 AR 5 2021 100060-
language	English
source	In Methods in Psychology 5(2021), Seite 100060- volume:5 year:2021 pages:100060-
sourceStr	In Methods in Psychology 5(2021), Seite 100060- volume:5 year:2021 pages:100060-
format_phy_str_mv	Article
institution	findex.gbv.de
topic_facet	Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation Psychology
isfreeaccess_bool	true
container_title	Methods in Psychology
authorswithroles_txt_mv	Steven Verheyen @@aut@@ Gert Storms @@aut@@
publishDateDaySort_date	2021-01-01T00:00:00Z
hierarchy_top_id	1689632550
id	DOAJ060717696
language_de	englisch
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callnumber-first	B - Philosophy, Psychology, Religion
author	Steven Verheyen
spellingShingle	Steven Verheyen misc BF1-990 misc Similarity misc Dissimilarity misc Multidimensional scaling misc Dimensionality misc Reliability misc Spatial representation misc Psychology Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure
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topic_title	BF1-990 Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure Similarity Dissimilarity Multidimensional scaling Dimensionality Reliability Spatial representation
topic	misc BF1-990 misc Similarity misc Dissimilarity misc Multidimensional scaling misc Dimensionality misc Reliability misc Spatial representation misc Psychology
topic_unstemmed	misc BF1-990 misc Similarity misc Dissimilarity misc Multidimensional scaling misc Dimensionality misc Reliability misc Spatial representation misc Psychology
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title	Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure
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title_full	Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure
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title_sort	whether the pairwise rating method and the spatial arrangement method yield comparable dimensionalities depends on the dimensionality choice procedure
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title_auth	Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure
abstract	We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS.
abstractGer	We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS.
abstract_unstemmed	We investigate whether the Pairwise Rating Method (PRaM) and the Spatial Arrangement Method (SpAM) yield multidimensional scaling (MDS) solutions of comparable dimensionality. Across three studies that included twelve semantic categories with varying numbers of both pictorial and verbal exemplars, we did not find consistent dimensionality differences between the two similarity measurement methods. The results alleviate the concern that SpAM might underestimate the dimensionality of high-dimensional stimuli compared to PRaM. However, the resulting number of dimensions was found to be highly dependent on the dimensionality choice procedure, indicating the need for a more systematic investigation into dimensionality selection for MDS.
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title_short	Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure
url	https://doi.org/10.1016/j.metip.2021.100060 https://doaj.org/article/72972b835b8c446d91d9dacf4a6b1027 http://www.sciencedirect.com/science/article/pii/S2590260121000175 https://doaj.org/toc/2590-2601
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Whether the Pairwise Rating Method and the Spatial Arrangement Method yield comparable dimensionalities depends on the dimensionality choice procedure

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