Sociological Methods & Research

202620252024202320222021

2026

18 papers

• Marginal structural effects for exponential random graph models
  Duxbury · 2026
  method · network analysis method · simulation marginal effects exponential random graph models
• Micro effects on macro structure: Identification, interpretation, mediation, and sensitivity analysis for model selection
  Wertsching & Duxbury · 2026
  method · formal modeling method · causal inference causal inference network analysis
• Bayesian indirect estimation of historical fertility in europe and US using online genealogical data
  Omenti et al. · 2026
  data · archival records method · regression method · formal modeling historical demography fertility
• SOCbot: Using large language models to dynamically measure and classify occupations in surveys
  Sturgis et al. · 2026
  data · survey method · embedding method · nlp large language models survey methodology
• Discovering preference structure using randomized paired comparisons in surveys: A topic modeling approach
  Kang et al. · 2026
  data · survey method · network analysis method · nlp survey design topic modeling
• Identification and sensitivity analysis for teacher bias designs based on administrative data
  Schuessler · 2026
  data · archival records method · regression method · causal inference teacher bias sensitivity analysis
• Rationale and methodologies for surveying vulnerable neighborhoods: Lessons from three nordic countries
  Esaiasson et al. · 2026
  data · survey method · descriptive statistics survey methodology vulnerable populations
• Eliciting legal status through social media surveys among immigrants—evidence from a list experiment, direct question and stepwise exclusion
  Tjaden et al. · 2026
  data · survey method · descriptive statistics legal status immigrant sampling
• What works for measuring intimate partner violence: Evidence from a series of list experiments and self-administered surveys
  Kamalov & Sergeeva · 2026
  data · experiment data · survey method · descriptive statistics method · causal inference survey methodology measurement error
• Treatment effect on the association between outcomes
  Wei · 2026
  data · secondary survey analysis method · causal inference method · machine learning causal inference inequality
• A machine learning approach to preferential attachment and status advantage in a hip-hop collaboration network
  Lee & Li · 2026
  data · digital trace data data · archival records method · regression method · network analysis method · machine learning cultural production collaboration networks
• Measuring social and political identities in social media self-descriptions
  Vandeweerdt et al. · 2026
  data · digital trace data method · machine learning method · embedding political identity identity measurement
• Sampling in video-based social sciences
  Legewie et al. · 2026
  generalizability video data analysis
• Beyond proximity: Investigating crime with organic neighborhoods and a two-stage unsupervised learning approach
  Ostermann · 2026
  data · archival records method · regression method · spatial analysis method · machine learning urban sociology crime
• Mapping social change: A unified framework for temporal clustering
  Liang et al. · 2026
  method · formal modeling method · machine learning methodology social change
• Machines do see color: Using LLMs to classify overt and covert racism in text
  Gordillo et al. · 2026
  data · digital trace data method · machine learning method · nlp racism social media
• Disentangling and reassembling: Unveiling hidden patterns in gender attitudinal surveys
  Jin · 2026
  data · secondary survey analysis method · regression method · factor analysis survey methodology gender attitudes
• Suspicion during fieldwork: Lessons from ethnographers suspected of espionage
  Schoon · 2026
  data · interview method · qualitative coding research ethics ethnography

2025

59 papers

• Benefits of a pragmatic approach: Rethinking measurement invariance and composite scores in cross-cultural research
  Bratt · 2025
  data · secondary survey analysis method · descriptive statistics method · factor analysis survey methodology composite scores
• An ordinal item response model for understanding attitudes
  Mauerer & Tutz · 2025
  data · secondary survey analysis method · factor analysis attitude measurement public opinion
• Using focus groups for process tracing: Leveraging group discussions for causal inference
  López-Pérez & Ocaña · 2025
  data · interview method · qualitative coding causal mechanisms focus groups
• The statistical advantages of multilevel analysis of individual heterogeneity and discriminatory accuracy for estimating intersectional inequalities
  Leckie et al. · 2025
  data · secondary survey analysis method · multilevel modeling method · formal modeling intersectionality multilevel modeling
• Two-sample age-period-cohort models
  Nielsen · 2025
  method · formal modeling longitudinal data statistical methodology
• Challenges in multilevel modelling: Cross-group measurement noninvariance and measurement errors. A monte carlo simulation study
  Pokropek et al. · 2025
  method · multilevel modeling method · simulation multilevel modeling measurement error
• Beyond the diagonal reference model: Critiques and new directions in the analysis of mobility effects
  Fosse & Pfeffer · 2025
  method · formal modeling method · simulation social mobility identification
• Causal duration analysis based on survival probability ratio
  Choi et al. · 2025
  data · archival records method · time series analysis method · causal inference causal inference duration analysis
• Causal inference for latent markov models using the parametric G-formula
  Clouth et al. · 2025
  data · secondary survey analysis method · formal modeling method · simulation causal inference mental health
• Migration status gradients in immigrant poverty: A comparison of imputation methods
  Spence et al. · 2025
  data · secondary survey analysis data · archival records method · regression measurement error administrative data
• Simulation-based sensitivity analysis in optimal treatment regimes and causal decomposition with individualized interventions
  Park et al. · 2025
  data · secondary survey analysis method · causal inference method · simulation sensitivity analysis causal decomposition
• What types of survey questions are prone to interviewer effects? Evidence based on 29,000 intra-interviewer correlations from 28 countries of the european social survey
  Stefkovics et al. · 2025
  data · secondary survey analysis method · multilevel modeling method · descriptive statistics survey methodology measurement error
• Is it time to put a moratorium on list experiments for domestic violence elicitation?
  Kotsadam & Løvgren · 2025
  data · survey method · regression method · descriptive statistics survey methodology measurement error
• Analysis of time-to-event data with two time scales. An application to transitions out of cohabitation
  Carollo et al. · 2025
  data · secondary survey analysis method · time series analysis method · formal modeling event history analysis cohabitation
• Monitoring attitudes over time: Real change or the result of repeated interviewing?
  Kraemer et al. · 2025
  data · survey method · factor analysis political attitudes survey methodology
• An exploration of the presence of positive-results bias in qualitative comparative analysis
  Rohlfing · 2025
  data · content analysis method · descriptive statistics method · bibliometric analysis publication bias metascience
• Estimating and correcting degree ratio bias in the network scale-up method
  Laga et al. · 2025
  data · secondary survey analysis method · regression method · simulation survey methodology network scale up method
• Inequality of opportunity, income mobility, and the interpretation of intergenerational elasticities, correlations, and rank-rank slopes
  Mitnik · 2025
  data · secondary survey analysis method · regression method · formal modeling measurement intergenerational mobility
• Generalized intergenerational mobility regressions
  Maasoumi et al. · 2025
  data · secondary survey analysis method · regression method · formal modeling measurement intergenerational mobility
• Evaluating methods to prevent and detect inattentive respondents in web surveys
  Olbrich et al. · 2025
  data · survey method · regression method · descriptive statistics method · machine learning survey methodology data quality
• Cheap learning: Maximizing performance of language models for social data science using minimal data
  Castro-González et al. · 2025
  data · content analysis method · machine learning method · nlp text classification prompt engineering
• How do survey respondents decide whether to consent to data linkage?
  Burton et al. · 2025
  data · experiment data · survey method · regression method · descriptive statistics decision making survey methodology
• Immobility as memory: Some new approaches to characterizing intergenerational persistence via markov chains
  Blume et al. · 2025
  data · secondary survey analysis method · descriptive statistics method · formal modeling measurement social mobility
• Methodological frontiers in intergenerational mobility research
  Chang et al. · 2025
  methodology causal inference
• Absolute and relative mobility: Two frameworks for connecting intergenerational mobility in absolute and relative terms
  Bloome · 2025
  data · secondary survey analysis method · descriptive statistics method · formal modeling intergenerational mobility inequality
• Geographic variation in multigenerational mobility
  Nybom & Stuhler · 2025
  data · archival records method · regression method · factor analysis intergenerational transmission income inequality
• Is there a mobility effect? On methodological issues in the mobility contrast model
  Song & Zhou · 2025
• Social rigidity across and within generations: A predictive approach
  Zheng & Cheng · 2025
  data · secondary survey analysis method · machine learning social stratification life course
• Addressing missingness in serialized bureaucratic data: The case of Chinese courts
  Wu et al. · 2025
  data · archival records method · regression method · formal modeling transparency estimation
• An optimal stratification method for addressing nonresponse bias in bayesian adaptive survey design
  Ma et al. · 2025
  data · secondary survey analysis method · regression method · simulation stratification survey methodology
• Quantifying narrative similarity across languages
  Waight et al. · 2025
  data · digital trace data method · machine learning method · embedding method · nlp propaganda cross-lingual measurement
• Simulating subjects: The promise and peril of artificial intelligence stand-ins for social agents and interactions
  Kozlowski & Evans · 2025
  large language models computational social science
• The causal effect of parent occupation on child occupation: A multivalued treatment with positivity constraints
  Lundberg et al. · 2025
  data · secondary survey analysis method · regression method · causal inference causal inference occupational attainment
• Generative multimodal models for social science: An application with satellite and streetscape imagery
  Law & Roberto · 2025
  data · digital trace data method · machine learning method · embedding residential segregation image analysis
• Using large language models for qualitative analysis can introduce serious bias
  Ashwin et al. · 2025
  data · interview method · qualitative coding method · machine learning method · nlp measurement error llm bias
• Tracking ideological changes in an authoritarian state using retweeting ties: The case of Chinese opinion leaders
  Zhang · 2025
  data · digital trace data method · network analysis method · nlp opinion leaders authoritarianism
• Accounting for individual-specific heterogeneity in intergenerational income mobility
  Chang et al. · 2025
  data · secondary survey analysis method · machine learning heterogeneity intergenerational mobility
• The unrealized potential of audits: Applicant-side inequalities in effort, opportunities, and certainty
  Vuolo et al. · 2025
  method · descriptive statistics method · formal modeling discrimination inequality
• Balancing large language model alignment and algorithmic fidelity in social science research
  Lyman et al. · 2025
• Updating “the future of coding”: Qualitative coding with generative large language models
  Than et al. · 2025
  data · content analysis method · machine learning method · nlp methodology large language models
• From codebooks to promptbooks: Extracting information from text with generative large language models
  Stuhler et al. · 2025
  data · content analysis method · embedding method · nlp measurement computational text analysis
• Generative AI meets open-ended survey responses: Research participant use of AI and homogenization
  Zhang et al. · 2025
• Integrating generative artificial intelligence into social science research: Measurement, prompting, and simulation
  Davidson & Karell · 2025
  methodology simulation
• Conceptualizing job and employment concepts for earnings inequality estimands with linked employer-employee data
  Tomaskovic‐Devey & Hong · 2025
  data · archival records method · fixed effects modeling gender pay gap earnings inequality
• Large language models for text classification: From zero-shot learning to instruction-tuning
  Chae & Davidson · 2025
  data · digital trace data method · machine learning method · nlp text classification stance detection
• Networks beyond categories: A computational approach to examining gender homophily
  Hong · 2025
  data · secondary survey analysis method · regression method · network analysis method · machine learning social networks adolescent friendship
• The mixed subjects design: Treating large language models as potentially informative observations
  Broska et al. · 2025
• The target study: A conceptual model and framework for measuring disparity
  Jackson et al. · 2025
  method · formal modeling method · causal inference causal inference disparity measurement
• Correcting the measurement errors of AI-assisted labeling in image analysis using design-based supervised learning
  Maranca et al. · 2025
  data · content analysis method · regression method · machine learning measurement error image analysis
• Machine bias. How do generative language models answer opinion polls?
  Boelaert et al. · 2025
• [[_papers/Wei (2025) - Social mobility as causal intervention|Social mobility as causal intervention]]
  Wei & Xie · 2025
• The insight-inference loop: Efficient text classification via natural language inference and threshold-tuning
  Chausson et al. · 2025
• Locating cultural holes brokers in diffusion dynamics across bright symbolic boundaries
  Leal · 2025
  method · network analysis method · agent based modeling diffusion symbolic boundaries
• Deep learning with DAGs
  Balgi et al. · 2025
• When to use counterfactuals in causal historiography: Methods for semantics and inference
  Jeong · 2025
  method · formal modeling causal inference process tracing
• The integration of bayesian regression analysis and bayesian process tracing in mixed-methods research
  Behrens & Rohlfing · 2025
  method · formal modeling mixed methods bayesian inference
• Improving cross-cultural comparability of measures on gender and age stereotypes by means of piloting methods
  Menold et al. · 2025
  data · experiment data · survey method · descriptive statistics method · factor analysis stereotypes cross cultural research
• The rise in occupational coding mismatches and occupational mobility, 1991–2020
  Kim & Kim · 2025
  data · secondary survey analysis method · descriptive statistics social stratification occupational mobility
• Using google maps to generate organizational sampling frames
  Fulton & King · 2025

2024

16 papers

• Examining variation in survey costs across surveys
  Olson et al. · 2024
  data · archival records method · regression method · descriptive statistics survey methodology survey costs
• Sharing big video data: Ethics, methods, and technology
  Golann et al. · 2024
  data infrastructure data sharing
• Dynamics of health expectancy: An introduction to the multiple multistate method (MMM)
  Shen et al. · 2024
  data · secondary survey analysis method · regression method · formal modeling aging longitudinal data
• Seeded topic models in digital archives: Analyzing interpretations of immigration in swedish newspapers, 1945–2019
  Bodell et al. · 2024
  data · content analysis method · nlp immigration sweden
• A primer on deep learning for causal inference
  Koch et al. · 2024
  method · machine learning methodology causal inference
• Untapped potential: Designed digital trace data in online survey experiments
  Macke et al. · 2024
  data · digital trace data data · experiment method · descriptive statistics digital trace data survey experiments
• Handle with care: A sociologist’s guide to causal inference with instrumental variables
  Felton & Stewart · 2024
• Age, period, and cohort analysis with bounding and interactions
  Lee · 2024
  data · secondary survey analysis method · panel data analysis method · formal modeling age period cohort voter turnout
• Causal decomposition analysis with time-varying mediators: Designing individualized interventions to reduce social disparities
  Park et al. · 2024
  data · secondary survey analysis method · panel data analysis method · causal inference causal decomposition individualized interventions
• Promises and limits of using targeted social media advertising to sample global migrant populations: Nigerians at home and abroad
  Soehl et al. · 2024
  data · digital trace data data · survey method · descriptive statistics survey methodology migrant sampling
• Aligning interviewing with process tracing
  González‐Ocantos & Masullo · 2024
  causal inference process tracing
• How valid are trust survey measures? New insights from open-ended probing data and supervised machine learning
  Landesvatter & Bauer · 2024
  data · survey method · descriptive statistics method · machine learning method · nlp social trust survey measurement
• Data imbalances in coincidence analysis: A simulation study
  Swiatczak & Baumgärtner · 2024
  method · simulation causal inference coincidence analysis
• [[_papers/Stoltz (2024) - A tool kit for relation induction in text analysis|A tool kit for relation induction in text analysis]]
  Stoltz et al. · 2024
• Elucidating the social – developing social process tracing as an integrative framework
  Kaas et al. · 2024
  method · qualitative coding causal inference critical realism
• Life-course-sensitive analysis of group inequalities: Combining sequence analysis with the kitagawa–oaxaca–blinder decomposition
  Rowold et al. · 2024
  data · secondary survey analysis method · regression method · factor analysis life course decomposition

2023

25 papers

• Occupational percentile rank: A new method for constructing a socioeconomic index of occupational status
  Song & Xie · 2023
  data · archival records method · descriptive statistics social stratification occupational status
• High-dimensional imputation for the social sciences: A comparison of state-of-the-art methods
  Costantini et al. · 2023
  data · secondary survey analysis method · machine learning method · simulation survey methodology high dimensional data
• Comparing methods for estimating demographics in racially polarized voting analyses
  Decter-Frain et al. · 2023
  data · secondary survey analysis data · archival records method · descriptive statistics method · bayesian inference bayesian methods ecological inference
• Addressing non-ignorable panel attrition using external population data: Analysis of demographic events from survey data
  Ermisch · 2023
  data · secondary survey analysis data · archival records method · regression method · simulation selection bias survey methodology
• A generalized ordered logit model to accommodate multiple rating scales
  Gangl · 2023
  data · secondary survey analysis method · regression survey methodology data harmonization
• Biased processing and opinion polarization: Experimental refinement of argument communication theory in the context of the energy debate
  Banisch & Shamon · 2023
  data · experiment method · formal modeling method · agent based modeling opinion polarization argument communication theory
• Maximizing utility or avoiding losses? Uncovering decision rule-heterogeneity in sociological research with an application to neighbourhood choice
  Liebe et al. · 2023
  data · experiment method · regression method · machine learning decision rules loss aversion
• Post-instrument bias in linear models
  Glynn et al. · 2023
  method · formal modeling causal inference measurement error
• Current and future debates in video data analysis
  Legewie & Nassauer · 2023
  methodology research agenda
• Lagged dependent variable predictors, classical measurement error, and path dependency: The conditions under which various estimators are appropriate
  Holm et al. · 2023
  method · formal modeling method · simulation measurement error lagged dependent variables
• The effects of open-ended probes on closed survey questions in web surveys
  Hadler · 2023
  data · experiment method · descriptive statistics method · causal inference survey methodology web surveys
• Graphical causal models for survey inference
  Schuessler & Selb · 2023
  method · formal modeling selection bias nonresponse bias
• Linear probability model revisited: Why it works and how it should be specified
  Lee et al. · 2023
  data · secondary survey analysis method · regression method · formal modeling causal inference heterogeneous effects
• Exploring and correcting the bias in the estimation of the gini measure of inequality
  Rosas et al. · 2023
  method · descriptive statistics method · simulation income inequality estimation
• Fieldwork disrupted: How researchers adapt to losing access to field sites
  Schoon · 2023
  data · interview method · qualitative coding research methods qualitative methods
• Curating training data for reliable large-scale visual data analysis: Lessons from identifying trash in street view imagery
  Hwang et al. · 2023
  data · digital trace data method · machine learning method · embedding street view imagery urban environment
• Longitudinal QCA: Integrating time through change-based intervals (CBIs) and a flexible lag condition (FLC)
  Nießen · 2023
  method · qualitative coding methodology longitudinal methods
• A method for estimating individual socioeconomic status of twitter users
  He & Tsvetkova · 2023
  data · digital trace data method · factor analysis measurement cultural capital
• The effects of omitting components in a multilevel model with social network effects
  Suesse et al. · 2023
  data · secondary survey analysis method · multilevel modeling method · network analysis method · simulation social networks multilevel modeling
• Improving fairness in criminal justice algorithmic risk assessments using optimal transport and conformal prediction sets
  Berk et al. · 2023
  data · archival records method · machine learning method · simulation algorithmic fairness criminal justice
• Inter-rater reliability methods in qualitative case study research
  Cole · 2023
  data · content analysis method · qualitative coding methodology qualitative research
• Video data analysis and police body-worn camera footage
  McCluskey & Uchida · 2023
  data · content analysis method · qualitative coding method · descriptive statistics measurement validity policing
• 3D social research: Analysis of social interaction using computer vision
  Goldstein et al. · 2023
  data · digital trace data method · machine learning measurement social interaction
• Estimating causal effects of multi-valued treatments accounting for network interference: Immigration policies and crime rates
  Tortù et al. · 2023
  data · archival records method · regression method · causal inference causal inference immigration policy
• Modeling the bias of digital data: An approach to combining digital with official statistics to estimate and predict migration trends
  Hsiao et al. · 2023
  data · digital trace data data · archival records method · time series analysis method · spatial analysis method · simulation digital trace data migration

2022

52 papers

• Multiple imputation of partially observed covariates in discrete-time survival analysis
  Haensch et al. · 2022
  data · secondary survey analysis method · time series analysis method · simulation event history analysis missing data
• Introduction to neural transfer learning with transformers for social science text analysis
  Wankmüller · 2022
  method · machine learning method · embedding method · nlp text classification computational text analysis
• Theoretical foundations and limits of word embeddings: What types of meaning can they capture?
  Arseniev‐Koehler · 2022
  word embeddings structural linguistics
• Sample selection matters: Moving toward empirically sound qualitative research
  DeLuca · 2022
  data · content analysis method · bibliometric analysis qualitative research transparency
• The augmented social scientist: Using sequential transfer learning to annotate millions of texts with human-level accuracy
  Do et al. · 2022
  data · content analysis method · machine learning method · nlp text classification computational social science
• The impact of survey mode design and questionnaire length on measurement quality
  Cernat et al. · 2022
  data · experiment method · descriptive statistics method · factor analysis survey methodology questionnaire design
• Cognitive plausibility and qualitative research
  Martin · 2022
  qualitative methods ethnography
• Concrete counterfactual tests for process tracing: Defending an interventionist potential outcomes framework
  Runhardt · 2022
  data · case study method · qualitative coding causal inference process tracing
• Measuring class hierarchies in postindustrial societies: A criterion and construct validation of EGP and ESEC across 31 countries
  Smallenbroek et al. · 2022
  data · secondary survey analysis method · regression method · descriptive statistics social stratification class analysis
• From ends to means: The promise of computational text analysis for theoretically driven sociological research
  Bonikowski & Nelson · 2022
  methodology computational text analysis
• Machine learning as a model for cultural learning: Teaching an algorithm what it means to be fat
  Arseniev‐Koehler & Foster · 2022
  data · content analysis method · embedding cultural sociology schema theory
• [[_papers/Bonikowski (2022) - Politics as usual Measuring populism, nationalism, and auth|Politics as usual? Measuring populism, nationalism, and authoritarianism in U.S. presidential campaigns (1952–2020) with neural language models]]
  Bonikowski et al. · 2022
• [[_papers/Voyer (2022) - From strange to normal Computational approaches to examinin|From strange to normal: Computational approaches to examining immigrant incorporation through shifts in the mainstream]]
  Voyer et al. · 2022
• When corporations are people: Agent talk and the development of organizational actorhood, 1890–1934
  Knight · 2022
  data · content analysis method · machine learning method · embedding method · nlp historical sociology media discourse
• Comparing egocentric and sociocentric centrality measures in directed networks
  An · 2022
  data · secondary survey analysis method · descriptive statistics method · network analysis method · simulation centrality measures directed networks
• A sample size formula for network scale-up studies
  Josephs et al. · 2022
  method · formal modeling method · simulation survey methodology hidden populations
• The extended computational case method: A framework for research design
  Pardo‐Guerra & Pahwa · 2022
  computational social science research design
• [[_papers/Evans (2022) - From text signals to simulations A review and complement to|From text signals to simulations: A review and complement to text as data by grimmer, roberts & stewart (PUP 2022)]]
  Evans · 2022
• A bayesian semi-parametric approach for modeling memory decay in dynamic social networks
  Arena et al. · 2022
  data · digital trace data method · machine learning method · simulation social networks bayesian methods
• The design and optimality of survey counts: A unified framework via the fisher information maximizer
  Guo & Fu · 2022
  method · formal modeling method · simulation survey design count data
• A comparison of three popular methods for handling missing data: Complete-case analysis, inverse probability weighting, and multiple imputation
  Little et al. · 2022
  data · secondary survey analysis method · simulation inverse probability weighting missing data
• Attendance, completion, and heterogeneous returns to college: A causal mediation approach
  Zhou · 2022
  data · secondary survey analysis method · mediation analysis method · causal inference method · machine learning causal mediation higher education
• Assessing the impact of the great recession on the transition to adulthood
  Hong & Chung · 2022
  data · secondary survey analysis method · multilevel modeling method · panel data analysis method · causal inference life course social inequality
• A crash course in good and bad controls
  Cinelli et al. · 2022
  method · formal modeling causal inference research design
• Improving estimates accuracy of voter transitions. Two new algorithms for ecological inference based on linear programming
  Pavía & Romero · 2022
  data · secondary survey analysis method · formal modeling method · simulation electoral behavior ecological inference
• [[_papers/Bhatt (2022) - A language-based method for assessing symbolic boundary main|A language-based method for assessing symbolic boundary maintenance between social groups]]
  Bhatt et al. · 2022
• The additional effects of adaptive survey design beyond post-survey adjustment: An experimental evaluation
  Zhang & Wagner · 2022
  data · experiment method · regression method · descriptive statistics survey methodology nonresponse bias
• [[_papers/Stuhler (2022) - Who does what to whom Making text parsers work for sociolog|Who does what to whom? Making text parsers work for sociological inquiry]]
  Stuhler · 2022
• Promise into practice: Application of computer vision in empirical research on social distancing
  Bernasco et al. · 2022
  data · digital trace data method · machine learning computer vision social distancing
• Why measurement invariance is important in comparative research. A response to welzel et al. (2021)
  Meuleman et al. · 2022
  method · simulation method · factor analysis comparative research cross cultural measurement
• Against the mainstream: On the limitations of non-invariance diagnostics: response to fischer et al. and meuleman et al.
  Welzel et al. · 2022
  method · formal modeling cross cultural comparison response bias
• Image clustering: An unsupervised approach to categorize visual data in social science research
  Zhang & Peng · 2022
  method · machine learning social science methods computer vision
• Evidence of validity does not rule out systematic bias: A commentary on nomological noise and cross-cultural invariance
  Fischer et al. · 2022
  data · secondary survey analysis method · regression method · simulation cross cultural research measurement invariance
• Do quantitative and qualitative research reflect two distinct cultures? An empirical analysis of 180 articles suggests “no”
  Kuehn & Rohlfing · 2022
  data · content analysis method · qualitative coding method · descriptive statistics qualitative methods methodological culture
• Sequential on-device multitasking within online surveys: A data quality and response behavior perspective
  Décieux · 2022
  data · survey method · regression method · descriptive statistics data quality paradata
• Bounding causes of effects with mediators
  Dawid et al. · 2022
  method · formal modeling causal inference mediation
• Iteration in mixed-methods research designs combining experiments and fieldwork ^,
  Bentancur & Tiscornia · 2022
  data · content analysis method · qualitative coding experimental design qualitative methods
• Social encounters and the worlds beyond: Putting situationalism to work for qualitative interviews
  Vassenden & Mangset · 2022
  data · interview method · qualitative coding methodology cultural sociology
• Abductive coding: Theory building and qualitative (re)analysis
  Vila‐Henninger et al. · 2022
  data · content analysis method · qualitative coding qualitative methods theory building
• In search of a comparable measure of generalized individual religiosity in the world values survey
  Remizova et al. · 2022
  data · secondary survey analysis method · factor analysis cross cultural comparison religiosity
• Comparing single- and multiple-question designs of measuring family income in China family panel studies
  Wu & Gu · 2022
  data · secondary survey analysis method · regression method · descriptive statistics method · simulation survey methodology satisficing
• Visual design and cognition in list-style open-ended questions in web probing
  Meitinger & Kunz · 2022
  data · experiment method · descriptive statistics open ended questions response quality
• Do different devices perform equally well with different numbers of scale points and response formats? A test of measurement invariance and reliability
  Menold & Toepoel · 2022
  data · experiment method · descriptive statistics method · factor analysis measurement invariance mixed device surveys
• The potential for using a shortened version of the everyday discrimination scale in population research with young adults: A construct validation investigation
  Benner et al. · 2022
  data · secondary survey analysis method · descriptive statistics method · factor analysis discrimination mental health
• Moving beyond linear regression: Implementing and interpreting quantile regression models with fixed effects
  Ríos‐Avila & Maroto · 2022
  data · secondary survey analysis method · regression method · fixed effects modeling methodology motherhood penalty
• Updating a time-series of survey questions: The case of abortion attitudes in the general social survey
  Cowan et al. · 2022
  data · survey method · descriptive statistics method · factor analysis public opinion survey measurement
• Relevant, irrelevant, or ambiguous? Toward a new interpretation of QCA’s solution types
  Haesebrouck · 2022
  method · formal modeling causal inference configurational methods
• A new approach to detecting cheating in sensitive surveys: The cheating detection triangular model
  Meisters et al. · 2022
  data · experiment method · descriptive statistics survey methodology sensitive questions
• Self-protecting responses in randomized response designs: A survey on intimate partner violence during the coronavirus disease 2019 pandemic
  Reiber et al. · 2022
  data · survey method · descriptive statistics survey methodology covid 19
• The gap-closing estimand: A causal approach to study interventions that close disparities across social categories
  Lundberg · 2022
  data · secondary survey analysis method · causal inference method · machine learning causal inference interventions
• Estimation and sensitivity analysis for causal decomposition in health disparity research
  Park et al. · 2022
  data · secondary survey analysis method · regression method · causal inference causal inference mediation
• Recurrent multinomial models for categorical sequences
  Schultz · 2022
  method · formal modeling conversation analysis categorical sequences

2021

12 papers

• And the rest is history: Measuring the scope and recall of wikipedia’s coverage of three women’s movement subgroups
  Nelson et al. · 2021
  data · digital trace data data · content analysis method · descriptive statistics method · nlp wikipedia knowledge production
• A joint model for longitudinal and time-to-event data in social and life course research: Employment status and time to retirement
  Cremers et al. · 2021
  data · archival records method · time series analysis method · simulation employment event history analysis
• An empirical comparison of four generalized trust scales: Test–retest reliability, measurement invariance, predictive validity, and replicability
  Robbins · 2021
  data · experiment data · survey method · descriptive statistics method · factor analysis measurement generalized trust
• A rolling panel model of cohort, period, and aging effects for the analysis of the general social survey
  Morgan & Lee · 2021
  data · secondary survey analysis method · panel data analysis panel data attitude change
• Analyzing factorial survey data with structural equation models
  Weijters et al. · 2021
  method · formal modeling measurement factorial survey
• Using inverse probability weighting to address post-outcome collider bias
  Breen & Ermisch · 2021
  data · secondary survey analysis method · regression method · causal inference method · simulation causal inference inverse probability weighting
• Method bias mechanisms and procedural remedies
  Yao & Xu · 2021
  survey methodology common method variance
• Measuring the nature of individual sequences
  Ritschard · 2021
  method · formal modeling sequence analysis complexity measures
• Coping with plenitude: A computational approach to selecting the right algorithm
  Sotoudeh & DiMaggio · 2021
  method · machine learning method · simulation methodology computational sociology
• A robustness test protocol for applied QCA: Theory and R software application
  Oana & Schneider · 2021
  method · simulation research methods qualitative comparative analysis
• A tale of twin dependence: A new multivariate regression model and an FGLS estimator for analyzing outcomes with network dependence
  An · 2021
  method · regression method · simulation social networks fgls estimator
• The social autopsy
  Timmermans & Prickett · 2021
  methodology mortality