Why the resistance to statistical innovations? Bridging the communication gap

Area of Science:

• Statistics
• Research Methodology

Background:

• Quantitative methodologists develop advanced statistical theories and methods.
• Substantive researchers frequently do not adopt these statistical innovations.
• Traditional reasons for resistance include lack of awareness, software issues, and educational gaps.

Purpose of the Study:

• To review and reconsider reasons for the resistance to adopting statistical innovations.
• To explore the role of complexity and communication gaps in this resistance.
• To propose strategies for improving the communication of statistical innovations.

Main Methods:

• Review of traditional explanations for resistance to statistical innovations.
• Reconsideration of resistance in light of modern statistical method complexity.
• Introduction of the 'Maven' concept to bridge the communication gap.

Main Results:

• Resistance to statistical innovations is linked to method complexity and a communication gap.
• The 'Maven' concept offers a potential solution to improve communication.
• Existing explanations for resistance are insufficient on their own.

Conclusions:

• Bridging the communication gap between quantitative methodologists and substantive researchers is crucial.
• The 'Maven' concept provides a novel approach to facilitate the adoption of statistical advancements.
• Recommendations are made to enhance the dissemination and uptake of statistical innovations.