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Extracting Actionable Insights from Text Data: A Stable Topic Model Approach
16 references·1 citing·46 second hop
Extracting Actionable Insights from Text Data: A Stable Topic Model Approach (2023)Extracting Actionable Insights from Text …Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Topic Modeling in Management …The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation (2017)The evolution of 10-K textual…Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach (2017)Analyst Information Discovery…IRS Attention (2016)IRS AttentionEnhancing reproducibility for computational methods (2016)Enhancing reproducibility for…A Tool for Addressing Construct Identity in Literature Reviews and Meta-Analyses1 (2016)A Tool for Addressing Constru…Promoting an open research culture (2015)Promoting an open research cu…The double‐edged sword of recombination in breakthrough innovation (2014)The double‐edged sword of rec…Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures (2014)Simultaneously Discovering an…Mining Marketing Meaning from Online Chatter: Strategic Brand Analysis of Big Data Using Latent Dirichlet Allocation (2014)Mining Marketing Meaning from…Research Commentary —Too Big to Fail: Large Samples and the p -Value Problem (2013)Research Commentary —Too Big …Predictive Analytics in Information Systems Research1 (2011)Predictive Analytics in Infor…The Effects of Personalization and Familiarity on Trust and Adoption of Recommendation Agents1 (2006)The Effects of Personalizatio…Trust In and Adoption of Online Recommendation Agents (2005)Trust In and Adoption of Onli…Testing for parameter instability in linear models (1992)Testing for parameter instabi…A Test for a Change in a Parameter Occurring at an Unknown Point (1955)A Test for a Change in a Para…Trustworthiness in Computational Theory Construction: Dimensionalization and Category Surfacing (2026)Trustworthiness in Computatio…THE STRUCTURE OF SCIENTIFIC REVOLUTIONS (1963)The Structure of Scientific Revolutions (1963)Exploration and Exploitation in Organizational Learning (1991)Looking Across and Looking Beyond the Knowledge Frontier: Intellectual Distance, Novelty, and Resource Allocation in Science (2016)Natural language processing (NLP) in management research: A literature review (2020)Limited Asset Market Participation and the Elasticity of Intertemporal Substitution (2002)To Explain or to Predict? 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References

  • 2015Promoting an open research culture2,686 cited
  • 2006The Effects of Personalization and Familiarity on Trust and Adoption of Recommendation Agents11,368 cited
  • 2011Predictive Analytics in Information Systems Research11,323 cited
  • 2013Research Commentary —Too Big to Fail: Large Samples and the p -Value Problem969 cited
  • 2005Trust In and Adoption of Online Recommendation Agents842 cited
  • 2017The evolution of 10-K textual disclosure: Evidence from Latent Dirichlet Allocation840 cited
  • 2014The double‐edged sword of recombination in breakthrough innovation783 cited
  • 2014Mining Marketing Meaning from Online Chatter: Strategic Brand Analysis of Big Data Using Latent Dirichlet Allocation774 cited
  • 1992Testing for parameter instability in linear models768 cited
  • 1955A Test for a Change in a Parameter Occurring at an Unknown Point722 cited
  • 2019Topic Modeling in Management Research: Rendering New Theory from Textual Data624 cited
  • 2017Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach591 cited
  • 2014Simultaneously Discovering and Quantifying Risk Types from Textual Risk Disclosures491 cited
  • 2016Enhancing reproducibility for computational methods413 cited
  • 2016

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IRS Attention
293 cited
  • 2016A Tool for Addressing Construct Identity in Literature Reviews and Meta-Analyses1210 cited
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    • 2026Trustworthiness in Computational Theory Construction: Dimensionalization and Category Surfacing2 cited