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
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
Harmonizing Multi-Institutional Clinical Documentation Using Natural Language Processing in Neurofibromatosis Type 1. [PDF]
Morris SM +11 more
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
A Multi-layer Linguistic Profiling Framework for Emotion Recognition in Text: A Data-Driven Natural Language Processing (NLP) Study Using the Kaggle Emotions Dataset. [PDF]
Bogdadi RS +3 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
Exploring Representations of Old Age Emerging from the Narratives of Healthcare Professionals Working with Older Adults in Two Italian Cities. [PDF]
Cordella B +8 more
europepmc +1 more source
What can organisational theory offer knowledge translation in healthcare? A thematic and lexical analysis. [PDF]
Dadich A, Doloswala N.
europepmc +1 more source
Abstract Research Summary Though scholars employ abduction, there is no agreed‐upon structure to reporting their findings. Moreover, the traditional hypo‐deductive reasoning structure does not align with the epistemology of abduction. We propose an abductive testimonial structure, termed PEEBI, which consists of five sections in which the authors take ...
Sandeep Devanatha Pillai +4 more
wiley +1 more source
Theta and Gamma Transcranial Alternating Current Stimulation (tACS) Modulate Mandarin Consonant and Lexical Tone Perception. [PDF]
Wang Y, Yu K, Yin S, Liang B, Wang R.
europepmc +1 more source

