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And the #RCode for the Sociological Methodology article (validation of #sequenceanalysis typologies) is available in WeightedCluster development version To install see r-forge.r-project.org/R/?group_id=743 Then in R: library(WeightedCluster) help(seqnullcqi) example(seqnullcqi)

Vol 51 issue 2: are you using fixed and random effects models and wish someone would provide a general model and summarize what to do based on your research q, then look no further than Scott W Duxbury’s article journals.sagepub.com/doi/full/10.11…

Volume 54 Issue 2: Inge Kryger Pedersen and Anders Blok integrate cross-case comparison with abductive analysis through an illustration of transnational professional boundary work. journals.sagepub.com/doi/abs/10.117…

Volume 54 Issue 2: Mark Verhagen proposes a machine learning driven framework to revolutionize how quantitative sociologists specify their models. journals.sagepub.com/doi/full/10.11…

Volume 54 Issue 2: Scott W. Duxbury uses the average mediated micro effect (AMME) to re-examine mediation analysis in social networks, taking into account both micro and macro outcomes. journals.sagepub.com/doi/full/10.11…

Volume 54 Issue 2: Callie Burt offers a primer on Polygenic Indices (PGI), the new standard for genetic summary scales in social science research. journals.sagepub.com/doi/abs/10.117…

Volume 54 Issue 2: Kazuo Yamagushi and Jesse Zhou introduce a new group of multinomial logit models to identify covariate effects on dependent variables that are associated with each other. An example of modeling occupational attainments is offered. journals.sagepub.com/doi/abs/10.117…

Volume 54 Issue 2: Jessica P. Kunke and colleagues take the network scale-up method (NSUM) to estimate the size or prevalence of hard to reach populations. journals.sagepub.com/doi/abs/10.117…

Volume 54 Issue 2: Zsófia Papp and colleagues examine question-order effects in measuring satisfaction with democracy (SWD). They recommend placing SWD questions before state of the economy (SWE) questions or randomize question order. journals.sagepub.com/doi/full/10.11…

OnlineFirst: Sarah Brothers and colleagues explore new frontiers in community-engaged research, this article delves into a virtual community-driven research project with the National Survivors Union during COVID-19. journals.sagepub.com/doi/full/10.11…

Brian C. Kelly and colleagues discuss event-centered interviewing, an innovative approach that uses smartphone apps to enhance traditional qualitative interviews. journals.sagepub.com/doi/abs/10.117…

Evaluating nonprobability vs. probability surveys, Björn Rohr and colleagues find that nonprobability surveys are cost-effective, show less accuracy in univariate measures compared to probability surveys but perform similarly in multivariate analyses. journals.sagepub.com/doi/full/10.11…

Exploring topic modeling validation, Bolun Zhang and colleagues challenge current methods that rely on human interpretation and propose a new procedure to ensure consistent results across semantically similar analyses. journals.sagepub.com/doi/abs/10.117…

New study by Siwei Cheng and colleagues introduces a method to measure economic polarization, focusing on changes within job sectors and geographic areas, offering insights into wage and income disparities. journals.sagepub.com/doi/abs/10.117…

Moeen Mostafavi and colleagues introduce BERTNN: a breakthrough in expanding affective lexicons using Bidirectional Encoder Representations from Transformers. It enhances sociological research by efficiently estimating the emotional context of new words. journals.sagepub.com/doi/abs/10.117…

New study by Anna-Carolina Haensch and Reinhard Schunck explores using external data to improve accuracy in surveys where secondary respondent info is often missing. journals.sagepub.com/doi/full/10.11…

Jaclyn S. Wong and colleagues explore the challenges and opportunities of using "other, describe" open-text boxes in survey questionnaires, demonstrating that there's no one-size-fits-all approach to these complex decisions. journals.sagepub.com/doi/full/10.11…

R. Gordon Rinderknecht and colleagues assess the daily lives of on MTurk and Prolific respondents. Their findings urge researchers to consider how differing daily routines might affect study outcomes when using crowdsourcing samples. journals.sagepub.com/doi/abs/10.117…

Volume 55 Issue 1 is now available-check it out here: journals.sagepub.com/toc/smxa/curre…

Anders Holm and colleagues examine the challenges of explaining variance in multilevel models. Their method helps researchers better decompose variance components and account for level 1 and level 2 predictors. journals.sagepub.com/doi/abs/10.117…