Open research resources

Data

Download the study dataset and survey template used to collect the research data.

Study dataset

Data for Lu et al. (2019)

The workbook used in the published analysis, including KPI explanations in the Table A1 sheet.

Download data (XLSX)

Reusable instrument

Research survey template

The survey used to collect the data, provided for repeatability and extended research.

Download survey (XLSX)

Workbook preview

Study data and KPI definitions

Preview of the study data workbook
KPI explanations in Table A1

Survey preview

Data collection template

Preview of the perception gap research survey

For help using the survey template with your data, please contact the authors.