This README.txt file was generated on 20211215 by Roberto S. Santos ------------------- GENERAL INFORMATION ------------------- 1. Title of Dataset: Covid-19: A Gray Swan's Impact on the Adoption of Novel Medical Technologies Dataset 2. Author Information First/Corresponding Author Contact Information Name: Denise Dunlap Institution: University of Massachusetts Lowell Address: One University Avenue, Lowell, MA 01854 Email: Denise_Dunlap@uml.edu Authors Name: Roberto S. Santos Institution: University of Massachusetts Lowell Name: Craig Lilly Institution: University of Massachusetts Medical School Name: Sean Teebagy Institution: University of Massachusetts Medical School Name: Nathaniel S. Hafer Institution: University of Massachusetts Medical School Name: Bryan O. Buchholz Institution: University of Massachusetts Lowell Name: David D. McManus Institution: University of Massachusetts Medical School 3. Description: This dataset is used to examine how the COVID-19 pandemic has shifted many providers and patient perspectives related to healthcare and offers an opportunity to investigate potential changes in provider perceptions towards the adoption of novel point-of-care technologies (POCTs). 4. License: This work is made available under the Creative Commons CC-BY license. 5. Information about funding sources or sponsorship that supported the collection of the data: The research reported in this publication was supported by the National Heart, Lung, and Blood Institute of the National Institutes of Health under Award Number U54HL143541 and the National Center to Advance Translational Sciences under award UL1TR001453. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. --------------------- DATA & FILE OVERVIEW --------------------- Directory of Files A. Filename: Covid_19___A_Gray_Swan_s_Impact_on_the_Adoption_of_Novel_Medical_Technologies_Dataset.xlsx Short description: Coded survey responses from 435 healthcare providers, researchers, and medical device developers. ----------------------------------------- DATA DESCRIPTION FOR: Covid_19___A_Gray_Swan_s_Impact_on_the_Adoption_of_Novel_Medical_Technologies_Dataset.xlsx ----------------------------------------- 1. Number of variables: 33 2. Number of cases: 435 3. Missing data codes: Blanks = missing data 4. Variable List A. Name: record_id Description: Subject identification number B. Name: Year Description: Year when survey was initiated 2019 2020 C. Name: Timestamp Description: Date and timestamp when survey was completed (format: MM/DD/YYYY hh:mm) D. Name: Gender Description: Gender of patient female male E. Name: Race_White Description: If the survey respondent identifies as White 1 = White 0 = Not White F. Name: Race_Black or African American Description: If the survey respondent identifies as Black or African American 1 = Black or African American 0 = Not Black or African American G. Name: Race_Asian Description: If the survey respondent identifies as Asian 1 = Asian 0 = Not Asian H. Name: Race_American Indian or Alaska Native Description: If the survey respondent identifies as American Indian or Alaska Native 1 = American Indian or Alaska Native 0 = Not American Indian or Alaska Native I. Name: Race_Other Description: If the survey respondent identifies as Other 1 = Other 0 = Not Other J. Name: Race_I prefer not to respond Description: If the survey respondent prefers not to respond 1 = Prefer not to respond 0 = Responded K. Name: Specialty_Cardiology Description: If the survey respondent's specialty is Cardiology 1 = Cardiology 0 = Not Cardiology L. Name: Specialty_Family or Internal Medicine Description: If the survey respondent's specialty is Family or Internal Medicine 1 = Family or Internal Medicine 0 = Not Family or Internal Medicine M. Name: Specialty_Pulmonology Description: If the survey respondent's specialty is Pulmonology 1 = Pulmonology 0 = Not Pulmonology N. Name: Specialty_Hematology Description: If the survey respondent's specialty is Hematology 1 = Hematology 0 = Not Hematology O. Name: Specialty_Emergency Medicine Description: If the survey respondent's specialty is Emergency Medicine 1 = Emergency Medicine 0 = Not Emergency Medicine P. Name: Specialty_Sleep Medicine Description: If the survey respondent's specialty is Sleep Medicine 1 = Sleep Medicine 0 = Not Sleep Medicine Q. Name: Specialty_Other Description: If the survey respondent's specialty is Other 1 = Other 0 = Not Other R. Name: Profession Description: Survey respondent's profession MD-Medical Doctor DO-Doctor of Osteopathy NP-Nurse Practitioner APN-Advanced Practice Nurse PA-Physicians' Assistant RN-Registered Nurse Other S. Name: Practice Environment Description: Survey respondent's practice environment In-home ambulatory clinic ER in-hospital other T. Name: Years of Practicing Description: The number of years the survey respondent has been practicing 0-5 years 6-10 years 11-15 years 16-20 years Over 20 years U. Name: Diagnose_1 Description: First condition for which a POCT could help you make a DIAGNOSIS of a disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE ENT/DENTAL GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY ORTHOPEDICS OTHER PSYCHIATRY RENAL RESPIRATORY TOXICOLOGY TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY V. Name: Diagnose_2 Description: Second condition for which a POCT could help you make a DIAGNOSIS of a disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE ENT/DENTAL GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY ORTHOPEDICS OTHER PSYCHIATRY RENAL RESPIRATORY TOXICOLOGY TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY W. Name: Diagnose_3 Description: Third condition for which a POCT could help you make a DIAGNOSIS of a disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE ENT/DENTAL GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY ORTHOPEDICS OTHER PSYCHIATRY RENAL RESPIRATORY TOXICOLOGY TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY X. Name: Diagnose_4 Description: Fourth condition for which a POCT could help you make a DIAGNOSIS of a disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE ENT/DENTAL GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY ORTHOPEDICS OTHER PSYCHIATRY RENAL RESPIRATORY TOXICOLOGY TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY Y. Name: Diagnose_5 Description: Fifth condition for which a POCT could help you make a DIAGNOSIS of a disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE ENT/DENTAL GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY ORTHOPEDICS OTHER PSYCHIATRY RENAL RESPIRATORY TOXICOLOGY TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY Z. Name: Monitor/Manage_1 Description: First condition for which a POCT could help you MONITOR or MANAGE disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY OTHER PSYCHIATRY RENAL RESPIRATORY RHEUMATOLOGY TOXICOLOGY TRANSPLANT TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY AA. Name: Monitor/Manage_2 Description: Second condition for which a POCT could help you MONITOR or MANAGE disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY OTHER PSYCHIATRY RENAL RESPIRATORY RHEUMATOLOGY TOXICOLOGY TRANSPLANT TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY BB. Name: Monitor/Manage_3 Description: Third condition for which a POCT could help you MONITOR or MANAGE disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY OTHER PSYCHIATRY RENAL RESPIRATORY RHEUMATOLOGY TOXICOLOGY TRANSPLANT TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY CC. Name: Monitor/Manage_4 Description: Fourth condition for which a POCT could help you MONITOR or MANAGE disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY OTHER PSYCHIATRY RENAL RESPIRATORY RHEUMATOLOGY TOXICOLOGY TRANSPLANT TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY DD. Name: Monitor/Manage_5 Description: Fifth condition for which a POCT could help you MONITOR or MANAGE disease. Coded into one of the following categories: CARDIOVASCULAR ENDOCRINE GASTROENTEROLOGY HEMATOLOGY INFECTIOUS DISEASE METABOLIC NEUROLOGY OBSTETRICS/GYNECOLOGY ONCOLOGY OTHER PSYCHIATRY RENAL RESPIRATORY RHEUMATOLOGY TOXICOLOGY TRANSPLANT TRAUMA UROLOGY ALLERGY AUTOIMMUNE DERMATOLOGY EE. Name: POCT characteristics_1 Description: First characteristic of a POCT that is most important for incorporating it into practice availability ease of use accuracy sample type sample collection does not disrupt workflow cost device footprint reimbursement for testing information systems connectivity CLIA-waived status ruggedness FF. Name: POCT characteristics_2 Description: Second characteristic of a POCT that is most important for incorporating it into practice availability ease of use accuracy sample type sample collection does not disrupt workflow cost device footprint reimbursement for testing information systems connectivity CLIA-waived status ruggedness GG. Name: POCT characteristics_3 Description: Third characteristic of a POCT that is most important for incorporating it into practice availability ease of use accuracy sample type sample collection does not disrupt workflow cost device footprint reimbursement for testing information systems connectivity CLIA-waived status ruggedness -------------------------- METHODOLOGICAL INFORMATION -------------------------- 1. Software-specific information: Name: STATA Version: 16 Developer: StataCorp, College Station, Texas Product URL: https://www.stata.com/ Name: Gephi Version: 0.9.2 Developer: Gephi.org Product URL: https://gephi.org Name: REDCap Version: 11.0.3 Developer: Vanderbuilt University Product URL: https://www.project-redcap.org/ 2. Date of data collection: Survey 1: 20191008 - 20200325, Survey 2: 20201029 - 20201130