Phenomena, theory, application, data, and methods all have impact
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the Academy of Marketing Science"
DOI: 10.1007/s11747-016-0498-1
Abstract: In his provocative essay on impactful research, my colleague and friend Gerry Tellis (2016) postulates that good papers are interesting and challenge common beliefs. He postulates further that such papers are based on ideas that… read more here.
Keywords: theory application; research; phenomena theory; application data ... See more keywords
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions.
Sign Up to like & getrecommendations! Published in 2023 at "Multivariate behavioral research"
DOI: 10.1080/00273171.2022.2147049
Abstract: A growing body of literature has focused on missing data methods that factorize the joint distribution into a part representing the analysis model of interest and a part representing the distributions of the incomplete predictors.… read more here.
Keywords: missing data; investigation factored; factored regression; multilevel models ... See more keywords
Improvements in reports of species redistribution under climate change are required
Sign Up to like & getrecommendations! Published in 2021 at "Science Advances"
DOI: 10.1126/sciadv.abe1110
Abstract: Despite improvements, studies assessing climate change effects on species range shifts fall short on aspects of data and methods. Studies have documented climate change–induced shifts in species distributions but uncertainties associated with data and methods… read more here.
Keywords: improvements reports; species redistribution; reports species; change ... See more keywords
To do more, better, faster and more cheaply: using big data in public administration
Sign Up to like & getrecommendations! Published in 2017 at "International Review of Administrative Sciences"
DOI: 10.1177/0020852316640058
Abstract: Big data have become a game-changer for modern public administration in those areas in which they are used. Although their application is still limited in the public sector, their use develops dynamically in areas where… read more here.
Keywords: big data; public administration; using big; data methods ... See more keywords
Big Data Methods
Sign Up to like & getrecommendations! Published in 2018 at "Organizational Research Methods"
DOI: 10.1177/1094428116677299
Abstract: Advances in data science, such as data mining, data visualization, and machine learning, are extremely well-suited to address numerous questions in the organizational sciences given the explosion of available data. Despite these opportunities, few scholars… read more here.
Keywords: big data; research; science; methods big ... See more keywords
Thought-based interaction: Same data, same methods, different results?
Sign Up to like & getrecommendations! Published in 2019 at "PLoS Biology"
DOI: 10.1371/journal.pbio.3000190
Abstract: Restoration of communication in people with complete motor paralysis—a condition called complete locked-in state (CLIS)—is one of the greatest challenges of brain-computer interface (BCI) research. New findings have recently been presented that bring us one… read more here.
Keywords: different results; methods different; interaction data; based interaction ... See more keywords
Missing data methods for intensive care unit SOFA scores in electronic health records studies: results from a Monte Carlo simulation.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of comparative effectiveness research"
DOI: 10.2217/cer-2021-0079
Abstract: Aim: Missing data cause problems through decreasing sample size and the potential for introducing bias. We tested four missing data methods on the Sequential Organ Failure Assessment (SOFA) score, an intensive care research severity adjuster.… read more here.
Keywords: sofa score; intensive care; electronic health; sofa ... See more keywords