Unraveling Impact: Exploring Effects of Novelty in Top Consumer Research Journals

被引:0
|
作者
Wang, Xin [1 ]
Ryoo, Jun Hyun [2 ]
Campbell, Margaret C. [3 ,4 ,5 ]
Inman, J. Jeffrey [6 ]
机构
[1] Virginia Tech, Pamplin Coll Business, Mkt, Blacksburg, VA 24061 USA
[2] Arizona State Univ, WP Carey Sch Business, Mkt, Tempe, AZ 85287 USA
[3] Univ Calif Riverside, Sch Business, Business Adm, 900 Univ Ave, Riverside, CA 92521 USA
[4] Univ Calif Riverside, Sch Business, Mkt, 900 Univ Ave, Riverside, CA 92521 USA
[5] Univ Calif Riverside, A Gary Anderson Grad Sch Management, 900 Univ Ave, Riverside, CA 92521 USA
[6] Univ Pittsburgh, Mkt, Pittsburgh, PA 15260 USA
关键词
impact; incongruent novelty; structural topic model; text analysis; social media attention; TEXT;
D O I
10.1093/jcr/ucad077
中图分类号
F [经济];
学科分类号
02 ;
摘要
This research studies the impact of articles appearing in the top four journals for consumer research-JCR, JMR, JM, and JCP-by examining factors that influence scholarly, public, and practical impact. This conceptually distinguishes between "incongruent novelty" (novelty arising from incongruity between an article and other existing articles) and "recombinant novelty" (novelty based on drawing from more disparate references). Incongruent novelty is decomposed into two components: (1) topic incongruity-incongruity between an article's topic and other existing topics at the time and (2) article incongruity-incongruity between an article and other existing articles on the same primary topic. By integrating topic modeling and word embedding to measure these constructs, we demonstrate varying impacts of types of novelty on three types of impact. Overall, our findings illustrate that topic and article incongruity have effects above and beyond recombinant novelty. For both scholarly and public impact, our results suggest that moderately high topic incongruity has the largest influence, suggesting that researchers should address novel topics. Additionally, scholarly citations are positively affected by lower and higher (vs. moderate) levels of article incongruity, suggesting that researchers either engage in programmatic research or add a new approach to the existing research on a topic.
引用
收藏
页码:169 / 179
页数:11
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