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mozardt

@mozardmohtar.bsky.social
82 followers 226 following 230 posts

Deep interest in consumer psychology, advertising, marketing, retailing, services, tourism, and quantitative methods. Plays a lot of rock guitar🎸too. umexpert.um.edu.my/mozardt @mozardmohtar in X

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mozardt @mozardmohtar.bsky.social · 5h
Combining both #CBSEM and #PLSSEM to develop and refine safe customer experience #SafeCX #scale #measurement www.sciencedirect.com/science/arti...
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mozardt @mozardmohtar.bsky.social · 13h
#vector-valued distance to identify outliers in #SEM www.tandfonline.com/doi/full/10....
tandfonline.com
Reframing Case Influence in SEM: Scalable, Parameter-Specific Diagnostics via Influence Function Approximation
Identifying observations that disproportionately influence model estimates is essential for evaluating the robustness of structural equation models (SEMs), yet existing case-level diagnostics remai...
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mozardt @mozardmohtar.bsky.social · 29/09/2026
Took a picture of a banana peel, and asked GPT to apply #Japanese #design #principles for a #SDG poster.
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mozardt @mozardmohtar.bsky.social · 11/09/2026
#rstats #shinyapp #shinyitemanalysis does what it say shiny.cs.cas.cz/ShinyItemAna..., here is the article www.cambridge.org/core/journal...
shiny.cs.cas.cz
ShinyItemAnalysis
Test and Item Analysis with Shiny
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mozardt @mozardmohtar.bsky.social · 02/09/2026
#rstats #shinyapps constantpieters.shinyapps.io/discriminant... to assess #discriminant #validation #index among #multi-item #latent #constructs doi.org/10.1177/0022...
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mozardt @mozardmohtar.bsky.social · 29/08/2026
#Errors-in-variables #mediation analysis with #Hayes #PROCESS that accounts for #measurement #error for #latent #construct available in #rstat #SPSS #SAS
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mozardt @mozardmohtar.bsky.social · 22/08/2026
Corneille et al 2026 suggest these remedies for #demand #effects in #experiment link.springer.com/article/10.3...
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mozardt @mozardmohtar.bsky.social · 21/08/2026
#rstats #package #semboottools replaces the delta methods for #CIs in #lavaan #standardizedSolution() function yangzhen1999.github.io/semboottools... the article link.springer.com/article/10.3...
yangzhen1999.github.io
semboottools
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mozardt @mozardmohtar.bsky.social · 07/08/2026
4 approaches to calculate r-squared changes in #SEM for a #latent #construct controlling for others link.springer.com/article/10.3.... #Direct-matrix and #saturated-correlate approaches (3 & 4) are stable whether data is complete or missing.
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mozardt @mozardmohtar.bsky.social · 29/07/2026
Beyond detecting #common #method #bias, #Kock 2026 suggests removing it through #CMVR technique link.springer.com/article/10.1.... But it requires different datasets (T1, T2, etc.)
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mozardt @mozardmohtar.bsky.social · 25/07/2026
#Eddie #DefGabC and #Lola #XPDC, we all grew up together, learnt music together, they are best at what they do, rock on my brothers.
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mozardt @mozardmohtar.bsky.social · 21/07/2026
New reference for #scale #development and #validation link.springer.com/article/10.1...
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mozardt @mozardmohtar.bsky.social · 16/07/2026
Here is a #rstats #shinyapps to check semantic overlap of items in #scale #measurement #construct rosenbusch.shinyapps.io/semantic_net/ and the article psycnet.apa.org/doi/10.1037/...
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mozardt @mozardmohtar.bsky.social · 02/07/2026
Been experimenting via claude.ai what would be the simplified #workflow for scale development and refinement with R packages #rstats. It tested with IPIP and NEO-IP-R inventories. Further validation is required. #EGAnet #BSO #shortform #lavaan
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mozardt @mozardmohtar.bsky.social · 10/06/2026
#rstats #shinyapp #CurveBuilder fit, probe, and plot #nonlinear #moderation #interaction effect using #Johnson-Neyman technique haleyyaremych.shinyapps.io/CurveBuilder/ here is the article link.springer.com/article/10.3...
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mozardt @mozardmohtar.bsky.social · 05/06/2026
Learn #text #mining from @juliasilge.com and Robinson www.tidytextmining.com
tidytextmining.com
Welcome to Text Mining with R | Text Mining with R
A guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools
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mozardt @mozardmohtar.bsky.social · 25/05/2026
Got to the chance to jam with #Malaysia top studio #sessionist #drummer #Fendi #Sotong
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mozardt @mozardmohtar.bsky.social · 16/05/2026
#rstats #package #mmgsem implements #Mixture #Multigroup Structural Equation Modeling #MMG-SEM github.com/AndresFPA/mm... www.tandfonline.com/doi/full/10....
github.com
GitHub - AndresFPA/mmgsem: R code for Mixture Multigroup SEM (MMG-SEM)
R code for Mixture Multigroup SEM (MMG-SEM). Contribute to AndresFPA/mmgsem development by creating an account on GitHub.
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mozardt @mozardmohtar.bsky.social · 06/05/2026
Good things will come to those who waits. #composite #SEM #cSEM module is now in #jamovi. Thank you Alarfaj and Alamer (module developers).
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mozardt @mozardmohtar.bsky.social · 29/04/2026
Combining all latent analyses #rstats in one #shinyapp #projectLSA - Latent Profile Analysis #LPA - Latent Class Analysis #LCA - Latent Trait Analysis #LTA / #IRT - Exploratory Factor Analysis #EFA - Confirmatory Factor Analysis #CFA github.com/hdmeasure/pr...
github.com
GitHub - hdmeasure/projectLSA: R Shiny Application for Latent Structure Analysis with a Graphical User Interface
R Shiny Application for Latent Structure Analysis with a Graphical User Interface - hdmeasure/projectLSA
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mozardt @mozardmohtar.bsky.social · 23/04/2026
Update on #Robust #SEM framework
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mozardt @mozardmohtar.bsky.social · 20/04/2026
An update to #latent #moderated #stuctural #equations #LMS, introducing #composite #moderated #structural #equations #rstats #packages used 1) #MASS 2) #lavaan 3) #modsem 4) #cSEM link.springer.com/article/10.3... Links to #code and results osf.io/4t9se/overview
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mozardt @mozardmohtar.bsky.social · 17/04/2026
Creating, academic poster on the fly! I like this era #https://illustrae.co/ www.instagram.com/reel/DUA1w9B...
instagram.com
Illustrae.co on Instagram: "Go from abstract to academic poster in minutes with Illustrae.co 🧬🎨 #phd #stem #thesis #postdoc #postgrad"
31K likes, 246 comments - illustrae_co on January 27, 2026: "Go from abstract to academic poster in minutes with Illustrae.co 🧬🎨 #phd #stem #thesis #postdoc #postgrad".
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mozardt @mozardmohtar.bsky.social · 29/03/2026
#rstats #package #psychonetrics enables researchers to combine #SEM and #network analyses in a unified framework. psychonetrics.org
psychonetrics.org
psychonetrics — Structural Equation Modeling & Confirmatory Network Analysis
psychonetrics: An R package for Structural Equation Modeling and Confirmatory Network Analysis
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mozardt @mozardmohtar.bsky.social · 27/03/2026
When factor constructs are estimated together with components in #SEM, consistent PLS #PLSc-SEM addresses the biases of component-based method in common factor models. www.tandfonline.com/doi/full/10....
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mozardt @mozardmohtar.bsky.social · 24/03/2026
…and the 10 top-tier management journals are [drum rolls]…
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mozardt @mozardmohtar.bsky.social · 19/03/2026
Website edition companion for R for Data Science book #rstats r4ds.hadley.nz
r4ds.hadley.nz
R for Data Science (2e)
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mozardt @mozardmohtar.bsky.social · 11/03/2026
#RSEM Robust #Structural #Equation #Modeling workflow
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mozardt @mozardmohtar.bsky.social · 08/03/2026
The poster below summarizes updated robust #covariance-based #structural #equation #modeling #CBSEM workflow of current available #rstats #packages and #shinyapps
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mozardt @mozardmohtar.bsky.social · 06/03/2026
Influential #outlier cases in #SEM can now be detected using #leave-one-out method #rstats #package github.com/sfcheung/sem... www.tandfonline.com/doi/full/10.... alternatively 1) influence.SEM
github.com
GitHub - sfcheung/semfindr: A find(e)r of influential cases and outliers in SEM
A find(e)r of influential cases and outliers in SEM - sfcheung/semfindr
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mozardt @mozardmohtar.bsky.social · 06/03/2026
#GSCA Pro #app can now implement #monte #carlo-based procedure to do #power analysis for #generalized #structured #component model i.e., #emergent #formative #construct www.tandfonline.com/doi/full/10....
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mozardt @mozardmohtar.bsky.social · 06/03/2026
We might not need to do #EFA-CFA procedures for #model #specification #search any longer, #rstats #BSO #bee #swarm #optimization promises better results in global and local model fit, maximal factor correlation, and item retention. github.com/timtrautwein.... www.tandfonline.com/doi/full/10....
github.com
GitHub - timtrautwein/BSO-Correlated-Factor-Models: This repository provides the code for BSO for correlated factor models
This repository provides the code for BSO for correlated factor models - timtrautwein/BSO-Correlated-Factor-Models
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mozardt @mozardmohtar.bsky.social · 01/03/2026
This #rstats #package #negligible examine negligible effect / #equivalent testing in #SEM model after #lavaan, a few of the functions include 1) #neg.semfit (CFI, RMSEA, SRMR) 2) #neg.normal github.com/cribbie/negl...
github.com
GitHub - cribbie/negligible: This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing).
This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing). - cribbie/negligible
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mozardt @mozardmohtar.bsky.social · 25/02/2026
Rather than doing it manually, we can now examine all #SEM competing models automatically, using #rstats #package #modelbpp niceee link.springer.com/article/10.3...
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mozardt @mozardmohtar.bsky.social · 20/02/2026
6 approaches to handle #missing #data in #regression 1) deletion methods 2) hybrid methods 3) IL-FIML 4) IL-ML 5) TS-ML 6) CSFR #rstats #packages #semTools #mice #twostage #rblimp journals.sagepub.com/doi/full/10....
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mozardt @mozardmohtar.bsky.social · 09/02/2026
If you are using #rstats #package #seminr for #PLSSEM, you can compliment the analyses with #NCA and #cIPMA packages www.sciencedirect.com/science/arti...
sciencedirect.com
cIPMA: An R package for combined importance-performance map analysis
Combined importance–performance map analysis (cIPMA) extends partial least squares structural equation modeling (PLS-SEM) by integrating importance as…
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mozardt @mozardmohtar.bsky.social · 02/02/2026
#rstats #package #CALMs #shinyapps does 1) #propensity #score, 2) #measurement #invariance, 3) #structural #invariance evaluent.shinyapps.io/CALMs/
evaluent.shinyapps.io
Comprehensive Analysis of Latent Means (CALMs)
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mozardt @mozardmohtar.bsky.social · 01/02/2026
Now #jamovi 2.7.17 has a dedicated #Plots tab #rstats #GUI
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mozardt @mozardmohtar.bsky.social · 24/01/2026
Here we go again, debate between #CBSEM #rstats #lavaan and #PLSSEM www.sciencedirect.com/science/arti...
sciencedirect.com
Building Lovemarks with social media marketing: A methodological comparison
This study provides a methodological exploration of the ‘Lovemarks’ framework in social media marketing by replicating and extending the work of (Feta…
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mozardt @mozardmohtar.bsky.social · 22/12/2025
#rstats #package #modsem provides researchers the simplicity of assessing #latent #variable #interaction #moderation in #SEM modsem.org
modsem.org
Latent Interaction (and Moderation) Analysis in Structural Equation Models (SEM)
Estimation of interaction (i.e., moderation) effects between latent variables in structural equation models (SEM). The supported methods are: The constrained approach (Algina & Moulder, 2001). The unc...
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mozardt @mozardmohtar.bsky.social · 08/12/2025
#factor #determinacy using #rstats #package #Rnest #next #eigenvalue #sufficiency #test github.com/quantmeth/Rn..., the article www.tandfonline.com/doi/full/10....
github.com
GitHub - quantmeth/Rnest: Rnest : An R package for the Next Eigenvalue Sufficiency Tests (NEST)
Rnest : An R package for the Next Eigenvalue Sufficiency Tests (NEST) - quantmeth/Rnest
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mozardt @mozardmohtar.bsky.social · 02/12/2025
#Sage #JournalofMarketing #JM guide to effective and responsible #generative #AI use in #survey and #experiment #research journals.sagepub.com/doi/full/10....
journals.sagepub.com
Sage Journals: Discover world-class research
Subscription and open access journals from Sage, the world's leading independent academic publisher.
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mozardt @mozardmohtar.bsky.social · 19/11/2025
This is my and the #mahaguru in #strategy from my #MBA time in #Universiti #Malaya #UM 2004-2006 #ProfNazari @nazari-um.bsky.social
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mozardt @mozardmohtar.bsky.social · 17/11/2025
Using #GPT to do #thematic #analysis in #qualitative #research link.springer.com/article/10.1...
link.springer.com
ChatGPT in thematic analysis: Can AI become a research assistant in qualitative research? - Quality & Quantity
Despite an emerging body of scholarship on applying generative AI (GenAI) to qualitative data analysis, this area remains underdeveloped. This article evaluates how GenAI can support thematic analysis...
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mozardt @mozardmohtar.bsky.social · 31/10/2025
Birthday present for my beloved wife Original song - Seri Kandi Hati by #mozardmohtar #mozardt youtube.com/shorts/9ExvY...
youtube.com
Original song - Seri Kandi Hati by #mozardmohtar #mozardt
YouTube video by mozardt
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mozardt @mozardmohtar.bsky.social · 30/10/2025
Latest @afhayes.bsky.social #PROCESS #macro now does #errors-in-variables #regression, i.e., #single-indicator #latent #variable #SILV with #measurement #errors. The new functions #relx #relm and #relcov enables researcher to insert coefficient reliabilty values link.springer.com/article/10.3...
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mozardt @mozardmohtar.bsky.social · 27/10/2025
Just when i am about to learn more on #bayesian #SEM then this appears bayesian #structural #after #measurement #SAM to SEM. Noice link.springer.com/article/10.3...
link.springer.com
Comparing Bayesian estimation and structural-after-measurement approaches for structural equation models with latent interactions and complex data structures - Behavior Research Methods
Bayesian and structural-after-measurement (SAM) approaches have been developed, in part, to address limitations of conventional estimators in the context of structural equation models (SEMs) with late...
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mozardt @mozardmohtar.bsky.social · 24/10/2025
With #ProfAinurulRosli at #Hogwarts #Hult #International #Business #School for research collaboration on #ImpactInvesting
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mozardt @mozardmohtar.bsky.social · 21/10/2025
Celebrating my better half birthday at #EL&N #Birm #AzniZarinaTaha
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mozardt @mozardmohtar.bsky.social · 21/10/2025
#RIP #Ozzy. #NoMoreTears is my forever favorite Ozzy’s album, and #ZakkWylde is one of my favorite guitar idols. 🤘🏻
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