Integrating multimodal data and machine learning for entrepreneurship research
Abstract Research Summary Extant research in neuroscience suggests that human perception is multimodal in nature—we model the world integrating diverse data sources such as sound, images, taste, and smell. Working in a dynamic environment, entrepreneurs are expected to draw on multimodal inputs in their decision making.
Yash Raj Shrestha, Vivianna Fang He
wiley +1 more source
Simultaneous Cortical Responses to Multiple Written Words. [PDF]
Chauhan V, McCook K, Latif M, White A.
europepmc +1 more source
Framing novelty in crowdfunding: Which words win support, where, and at what stakes
Abstract Research Summary We examine how promotional language (“hype”) in reward‐based crowdfunding is associated with campaign success, and whether those associations vary across sector contexts and with campaign execution burden. Using dictionary‐based text measures from 635 U.S. Kickstarter campaigns across five sectors, we distinguish three novelty‐
Agnieszka Kwapisz
wiley +1 more source
Brain-inspired cognitive state modeling of complex English discourse reading: an LLM-parameterized hierarchical semi-Markov approach. [PDF]
Xie B, Hu Y, Zhao L.
europepmc +1 more source
Temporal grammars of novelty: How carbon removal entrepreneurs frame new technologies
Abstract Research Summary This paper assesses the ways in which carbon dioxide removal ventures frame their work. Drawing on George Herbert Mead's philosophy of the present, it conceptualizes temporal grammars of novelty as a framing strategy that involves connecting two points in time, namely present and future, to elaborate novelty.
Ioana Sendroiu
wiley +1 more source
Vocabulary and Functional Communication in Preschool-Aged Children With Cochlear Implants. [PDF]
Parlak Kocabay A +2 more
europepmc +1 more source
Mixed feelings, mixed outcomes? When emotionally ambivalent framing enhances idea appreciation
Abstract Research Summary Despite growing interest in how linguistic strategies shape audience responses to innovative ideas, prior evidence on the benefits of using emotional language remains mixed. Building on research on emotional ambivalence and social evaluation, we introduce the concept of emotionally ambivalent framing (i.e., the combination of ...
Donato Cutolo +2 more
wiley +1 more source
Lexical word processing is unaffected by rapid invisible frequency tagging in reading: Evidence from eye movements. [PDF]
Prigorkina V +3 more
europepmc +1 more source
Entrepreneurial theorizing with generative artificial intelligence
Abstract Research Summary Whether large language model (LLM) assistance changes how entrepreneurs construct theories remains unclear. On the one hand, LLMs may help entrepreneurs build more developed causal structures and surface diverse information that supports the formulation of distinctive theories.
Sung Ho Park, Alex Murray
wiley +1 more source
The interaction of meaning similarity and confusability explains regularity in form-meaning mappings at and below the word level. [PDF]
Brochhagen T +3 more
europepmc +1 more source

