Analyzing the main research results using a mostly grounded thematic approach—a methodical process that detects all the themes arising from the data—allows us to quantify their frequency. Furthermore, to provide more understanding, we used the COM-B Model based on behavioral science 9 to assist in the interpretation of the behavioral obstacles influencing the target consumer audiences engaged in this research Along with the narrative commentary in this report, anonymised verbatim quotes have been provided to capture the opinions voiced; chosen case studies have also been included to show personal experiences (with all names changed to maintain participant confidentiality Before this Introduction, there is a stand-alone executive summary ( part 1) and a last part ( Section 5) outlining what Collaborate Research believes to be the main conclusions and implications from this study.The threat of climate change, questions about the cost of energy and security of supply issues call for fresh
Significant progress has been made in statistical analysis in the last few years. Researchers may now address a wide range of ambiguities in the data sets they have studied thanks to an expanding library of advanced methodologies and statistical tests (Beck & Katz, 1995; Cramer, 1986; White, 1980). Reliable parameter estimates from regressions depend on how well the standard assumptions of regression analysis are met, especially the independence of the error components and whether or not they have the same variance. While tests for whether a given model satisfies these assumptions may be found in statistical analysis, these tests don't provide any advice on how to change the model in the event that the assumptions are not met.To address these challenges that surface during the research process, we suggest expanding the researcher's toolkit with a second technology. Social structure visualization tools can aid in the specification of a specific model if the error terms exh