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Multidimensional relevance modeling via psychometrics and crowdsourcing

Yinglong Zhang, Jin Zhang, Matthew Lease, Jacek Gwizdka
2014 Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR '14  
To enable more positivist experimentation, Xu and Chen [77] proposed a psychometric framework for multidimensional relevance modeling.  ...  In this work, we identify and address these limitations, scale their methodology via crowdsourcing, and describe quality control methods from psychometrics which stand to benefit crowdsourcing IR studies  ...  Any opinions, findings, and conclusions or recommendations expressed by the authors are entirely their own and do not represent those of the sponsoring agencies.  ... 
doi:10.1145/2600428.2609577 dblp:conf/sigir/ZhangZLG14a fatcat:34e7bagttbhwfejnblkfhoejsu

The Multidimensional Assessment of Parenting Scale (MAPS): Development and Psychometric Properties

Justin Parent, Rex Forehand
2017 Journal of Child and Family Studies  
ensure strong psychometric properties (reliability and validity) of the final measure.  ...  Through the fivestage empirical approach, the Multidimensional Assessment of Parenting Scale (MAPS) was developed, successfully achieving all aims.  ...  Prior research has convincingly demonstrated that data obtained via crowdsourcing methods are as reliable and valid as those obtained via more traditional data collection methods (e.g., Buhrmester, Kwang  ... 
doi:10.1007/s10826-017-0741-5 pmid:29056840 pmcid:PMC5646703 fatcat:dqkjjty2yzdnfinenr7c3rrh7q

Crowdsourcing Quality of Experience Experiments [chapter]

Sebastian Egger-Lampl, Judith Redi, Tobias Hoßfeld, Matthias Hirth, Sebastian Möller, Babak Naderi, Christian Keimel, Dietmar Saupe
2017 Lecture Notes in Computer Science  
Qualinet members that participated in the creation of Best Practices and Recommendations for Crowdsourced QoE -Lessons learned from the Qualinet Task Force [38] .  ...  The authors want to thank Schloss Dagstuhl Leibniz-Zentrum für Informatik, the participants of Dagstuhl Seminar 15481 Evaluation in the Crowd: Crowdsourcing and Human-Centred Experiments as well as the  ...  Influence Factors Particularly Relevant for QoE Tests in Crowdsourcing Test Duration and Design Independent on the type of media/signal on which the QoE assessment is carried out, QoE testing is typically  ... 
doi:10.1007/978-3-319-66435-4_7 fatcat:mkhhxbmtpzhqzcawfep7m7v5oi

Psychometric assessment of the Generic Conspiracist Beliefs Scale

Kenneth Graham Drinkwater, Neil Dagnall, Andrew Denovan, Nick Neave, Ulrich S Tran
2020 PLoS ONE  
Although, the GCBS possesses established psychometric properties, critics question its factorial structure, suggest alternative models, and recommend routine examination of GCBS dimensions as part of analysis  ...  via a market research company).  ...  and Self-Reflectiveness (via BCIS subscales).  ... 
doi:10.1371/journal.pone.0230365 pmid:32191741 fatcat:gxkbaizzhnayldkjyrf2uumhnm

HowNutsAreTheDutch (HoeGekIsNL): A crowdsourcing study of mental symptoms and strengths

Lian Van Der Krieke, Bertus F. Jeronimus, Frank J. Blaauw, Rob B.K. Wanders, Ando C. Emerencia, Hendrika M. Schenk, Stijn De Vos, Evelien Snippe, Marieke Wichers, Johanna T.W. Wigman, Elisabeth H. Bos, Klaas J. Wardenaar (+1 others)
2015 International Journal of Methods in Psychiatric Research  
The authors want to thank all participants of HND for their participation and valuable contribution to this research project.  ...  The authors also thank the RoQua team, Inge ten Vaarwerk, Esther Hollander, Jasper van de Gronde, Joris Slaets, Ester Kuiper and Chantal Bosman for their contributions.  ...  , psychometrics, and missing data.  ... 
doi:10.1002/mpr.1495 pmid:26395198 fatcat:ng5xhf5hbbb2xeybyz4nydflsi

Examining the Structure of Difficulties in Emotion Regulation Scale with Chinese Population: A Bifactor Approach

Lingling Xu, Jialing Li, Li Yin, Ruyi Jin, Qi Xue, Qianyi Liang, Minqiang Zhang
2021 International Journal of Environmental Research and Public Health  
Based on the study's findings, the discussion was focused mainly on the future directions and the implications of this bifactor model.  ...  After a series of comparisons, the findings indicated that the bifactor model, with a general ER factor and four distinct subdimensions, was the most optimal structure for the DERS.  ...  Participants had to sign a written informed consent and complete the questionnaire including demographic data and self-report questionnaires via an online crowdsourcing platform in Chinese mainland.  ... 
doi:10.3390/ijerph18084208 pmid:33921118 fatcat:byeiv6b35fd2dekcn2733mcxmi

Applying modern psychometric techniques to melodic discrimination testing: Item response theory, computerised adaptive testing, and automatic item generation

Peter M. C. Harrison, Tom Collins, Daniel Müllensiefen
2017 Scientific Reports  
theories sufficiently strong to form the basis of psychometric models 1 .  ...  Most common IRT models can be formulated as special cases of the four-parameter logistic (4PL) model, defined as  ...  The authors wish to thank the Psychometrics Centre at the University of Cambridge, the International Cognitive Ability Resource (ICAR) project, and Przemyslaw Lis for advice on the psychometric and technical  ... 
doi:10.1038/s41598-017-03586-z pmid:28620165 pmcid:PMC5472621 fatcat:f5qrjplhangxfb3smj2ecoz2oa

Measuring Motivations of Crowdworkers: The Multidimensional Crowdworker Motivation Scale [article]

Lisa Posch, Arnim Bleier, Clemens Lechner, Daniel Danner, Fabian Flöck, Markus Strohmaier
2019 arXiv   pre-print
The MCMS is theoretically grounded in self-determination theory and tailored specifically to the context of paid crowdsourced micro-labor.  ...  We validated the MCMS on data collected in ten countries and three income groups. Factor analyses demonstrated that the MCMS's six dimensions showed good model fit, validity, and reliability.  ...  and has also been employed in crowdsourcing research tasks (e.g., [70] ).  ... 
arXiv:1702.01661v3 fatcat:45wtowavivezrpiucumdzenbgq

The relationship between schizotypal facets and conspiracist beliefs via cognitive processes

David Barron, Adrian Furnham, Laura Weis, Kevin D. Morgan, Tony Towell, Viren Swami
2018 Psychiatry Research  
, and cognitive processes related to need for cognition, analytic thinking, and cognitive insight.  ...  Confirmatory evidence was found for the association between analytic thinking and conspiracist beliefs, and results also suggested an association between cognitive insight and conspiracist beliefs.  ...  All data collection was conducted online via Amazon's Mechanical Turk (MTurk) website (www.mturk.com), a crowdsourcing Internet marketplace.  ... 
doi:10.1016/j.psychres.2017.10.001 pmid:29024855 fatcat:sfokvgqafzc6ve6fodtmih4o3m

chapter2.pdf

Judith Redi
2017 Figshare  
The role played by these elements in QoE, and the cognitive/affective processes that underlie them are still to be understood, although several models of QoE apprecia-  ...  As a result, elements such as visual semantics, user personality, preferences and intent, social and environmental context of media fruition also concur to the final experience assessment.  ...  Paired Comparison has been found to be an effective methodology for measuring QoE via crowdsourcing, due to the simplicity of the task [181] and the availability of tools for the analysis of incomplete  ... 
doi:10.6084/m9.figshare.5012387.v1 fatcat:as2ykqujl5bmhayipiwh2sd6vy

Development and Initial Validation of the Duke Misophonia Questionnaire

M. Zachary Rosenthal, Deepika Anand, Clair Cassiello-Robbins, Zachary J. Williams, Rachel E. Guetta, Jacqueline Trumbull, Lisalynn D. Kelley
2021 Frontiers in Psychology  
In Phase 2, a large community sample of adults (n = 424) completed DMQ candidate items and other measures needed for psychometric analyses.  ...  As such, the primary purpose of this study was to develop and psychometrically validate a self-report measure of misophonia, the Duke Misophonia Questionnaire (DMQ).  ...  models, and (d) final items and subscales of many of these measures were not subjected to psychometric validation.  ... 
doi:10.3389/fpsyg.2021.709928 pmid:34659024 pmcid:PMC8511674 fatcat:scflahidqjfrfmde6ph3ncg2we

Development and Initial Validation of the Duke Misophonia Questionnaire [article]

M. Zachary Rosenthal, Deepika Anand, Clair Cassiello-Robbins, Zachary J. Williams, Rachel Guetta, Jacqueline Trumbull, Lisalynn Kelley
2021 medRxiv   pre-print
In Phase 2, a large community sample of adults (n = 424) completed DMQ candidate items and other measures needed for psychometric analyses.  ...  As such, the primary purpose of this study was to develop and psychometrically validate a self-report measure of misophonia, the Duke Misophonia Questionnaire (DMQ).  ...  bifactor modeling and calculation of omega hierarchical for multidimensional structures Validation of Scale Composites • Hierarchical item clustering • Exploratory bifactor modeling and calculation of  ... 
doi:10.1101/2021.05.05.21256694 fatcat:jmv2d5rutbdnriiukc3fyxk7di

Do People Agree on What Makes One Feel Loved? A Cognitive Psychometric Approach to the Consensus on Felt Love

Zita Oravecz, Chelsea Muth, Joachim Vandekerckhove, Xuchu Weng
2016 PLoS ONE  
In order to better Psychometric Modeling of Felt Love PLOS ONE | Fig 2. Distribution of person-and item-specific Extended Condorcet Model parameter estimates. Frequency of posterior mean estimates.  ...  We apply a cognitive psychometric approach to quantify a receiver's ability to detect, understand, and know that they are loved.  ...  Summary of the most relevant explanatory variables.  ... 
doi:10.1371/journal.pone.0152803 pmid:27035569 pmcid:PMC4818109 fatcat:i6iaenvz4rhczln7qcvdludc7e

Improving the measurement of alexithymia in autistic adults: a psychometric investigation of the 20-item Toronto Alexithymia Scale and generation of a general alexithymia factor score using item response theory

Zachary J. Williams, Katherine O. Gotham
2021 Molecular Autism  
Results The TAS-20 did not exhibit adequate model fit in either the autistic or general population samples.  ...  We conducted an in-depth psychometric analysis of the TAS-20 in a large sample of 743 cognitively able autistic adults recruited from the Simons Foundation SPARK participant pool and 721 general population  ...  Acknowledgements The authors are grateful to all of the individuals and families enrolled in SPARK, the SPARK clinical sites, and SPARK staff.  ... 
doi:10.1186/s13229-021-00463-5 pmid:34376227 pmcid:PMC8353782 fatcat:j2d3nvcnwnfadn7buahinhbafy

Advancing the Conceptualization and Measurement of Psychological Need States: A 3 × 3 Model Based on Self-Determination Theory

Tiphaine Huyghebaert-Zouaghi, Nikos Ntoumanis, Sophie Berjot, Nicolas Gillet
2020 Journal of Career Assessment  
Results from two studies and three distinct samples of employees (French and English speaking) provided support for the unfulfillment of the needs for autonomy, competence, and relatedness to be modeled  ...  Relying on exploratory structural equation modeling (ESEM) and bifactor-ESEM, this research also offered to test the construct validity of the Psychological Need States at Work-Scale (PNSW-S) and to explore  ...  In sum, the bifactor solution (Model 15) was psychometrically more robust and rigorous.  ... 
doi:10.1177/1069072720978792 fatcat:nabek6dllvfnjitlzsubmvnw5i
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