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Survey of US Higher Education Faculty 2023, Use of ChatGPT in Scholarly Applications

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    Report

  • July 2023
  • Region: United States
  • Primary Research Group
  • ID: 5852397

This study looks closely at how college and university faculty in the USA are using ChatGPT in scholarly applications.  The study presents detailed data sets for the percentage of faculty with a free ChatGPT account, a paid account, as well as data on its use for article summaries, general research, data analysis or cleanup, grant proposals, editing or proofreading and a plethora of other tasks related to scholarship and scholarly publishing.  The study also presents data on the self-perceived impact of ChatGPT on personal scholarly productivity.

Just a few of the report’s many findings are that:

  • Faculty who are untenured but on a tenure track were much more likely than others to use ChatGPT for scholarly purposes.
  • Only 1.2% of faculty are using ChatGPT for data analysis or data cleanup.
  • Faculty aged 40-49 are the most common users of ChatGPT to assist with grant and proposal writing.
  • More than 53% of faculty in earth and environmental sciences have a free ChatGPT account, the highest for faculty of any field in the sample.

The data for this 134-page report is derived from a representative sample of 731 higher education faculty in the USA. It is presented in the aggregate and also broken out by institutional characteristics of the respondent's institutions such as enrollment sizes, Carnegie classes, public or private status, and tuition levels, as well as by some personal characteristics of the respondents, such as their age, gender, academic field, and other variables.

 

Table of Contents

THE QUESTIONNAIRE
  • Characteristics of the sample
INSTITUTIONAL AFFILIATIONS OF THE SURVEY PARTICIPANTS
SUMMARY OF MAIN FINDINGS
  • Use of ChatGPT in Scholarly Research or Publishing
  • Use of ChatGPT for Editing or Proofreading
  • Use of ChatGPT for Summarizing Research Articles or Abstracts
  • Use of ChatGPT for General Research
  • Use of ChatGPT for Data Analysis or Data Cleanup
  • Use of ChatGPT for Grant or Proposal Writing
  • Use of ChatGPT for Planning Outlines
  • Use of ChatGPT for Improving Narrative Structure in Writing
  • Experience in Use of ChatGPT to Find Scholarly Sources
  • Use of Free Accounts from ChatGPT
  • Use of Paid Accounts From ChatGPT
  • Overall Time Spent Using ChatGPT in the Past Week
  • Satisfaction Level with the Academic Library’s Efforts to Provide Information & Instruction on Use of ChatGPT
List of Tables
  • Impact of ChatGPT on Personal Productivity
  • Table 1.1 Have you used ChatGPT in your scholarly research or publishing?
  • Table 1.2 Have you used ChatGPT in your scholarly research or publishing? Broken out by faculty title
  • Table 1.3 Have you used ChatGPT in your scholarly research or publishing? Broken out by enrollment
  • Table 1.4 Have you used ChatGPT in your scholarly research or publishing? Broken out by Carnegie Class or type of college
  • Table 1.5 Have you used ChatGPT in your scholarly research or publishing? Broken out by public or private college
  • Table 1.6 Have you used ChatGPT in your scholarly research or publishing? Broken out by age of respondent
  • Table 1.7 Have you used ChatGPT in your scholarly research or publishing? Broken out by political views
  • Table 1.8 Have you used ChatGPT in your scholarly research or publishing? Broken out by annual personal income
  • Table 1.9 Have you used ChatGPT in your scholarly research or publishing? Broken out by tenure status
  • Table 1.10 Have you used ChatGPT in your scholarly research or publishing? Broken out by gender of respondent
  • Table 1.11 Have you used ChatGPT in your scholarly research or publishing? Broken out by sexual orientation
  • Table 1.12 Have you used ChatGPT in your scholarly research or publishing? Broken out by race or ethnicity
  • Table 1.13 Have you used ChatGPT in your scholarly research or publishing? Broken out by academic field
  • Table 1.14 Have you used ChatGPT in your scholarly research or publishing? Broken out by years at present institution
  • Table 2 For which of the following have you used ChatGPT? (Choose all that apply)
  • Table 2.1.1 For which of the following have you used ChatGPT? Editing or Proofreading
  • Table 2.1.2 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by faculty title
  • Table 2.1.3 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by enrollment
  • Table 2.1.4 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by Carnegie Class or type of college
  • Table 2.1.5 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by public or private college
  • Table 2.1.6 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by age of respondent
  • Table 2.1.7 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by political views
  • Table 2.1.8 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by annual personal income
  • Table 2.1.9 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by tenure status
  • Table 2.1.10 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by gender of respondent
  • Table 2.1.11 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by sexual orientation
  • Table 2.1.12 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by race or ethnicity
  • Table 2.1.13 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by academic field
  • Table 2.1.14 For which of the following have you used ChatGPT? Editing or Proofreading Broken out by years at present institution
  • Table 2.2.1 For which of the following have you used ChatGPT? Summarizing research articles or abstracts
  • Table 2.2.2 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by faculty title
  • Table 2.2.3 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by enrollment
  • Table 2.2.4 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by Carnegie Class or type of college
  • Table 2.2.5 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by public or private college
  • Table 2.2.6 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by age of respondent
  • Table 2.2.7 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by political views
  • Table 2.2.8 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by annual personal income
  • Table 2.2.9 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by tenure status
  • Table 2.2.10 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by gender of respondent
  • Table 2.2.11 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by sexual orientation
  • Table 2.2.12 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by race or ethnicity
  • Table 2.2.13 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by academic field
  • Table 2.2.14 For which of the following have you used ChatGPT? Summarizing research articles or abstracts Broken out by years at present institution
  • Table 2.3.1 For which of the following have you used ChatGPT? General research
  • Table 2.3.2 For which of the following have you used ChatGPT? General research Broken out by faculty title
  • Table 2.3.3 For which of the following have you used ChatGPT? General research Broken out by enrollment
  • Table 2.3.4 For which of the following have you used ChatGPT? General research Broken out by Carnegie Class or type of college
  • Table 2.3.5 For which of the following have you used ChatGPT? General research Broken out by public or private college
  • Table 2.3.6 For which of the following have you used ChatGPT? General research Broken out by age of respondent
  • Table 2.3.7 For which of the following have you used ChatGPT? General research Broken out by political views
  • Table 2.3.8 For which of the following have you used ChatGPT? General research Broken out by annual personal income
  • Table 2.3.9 For which of the following have you used ChatGPT? General research Broken out by tenure status
  • Table 2.3.10 For which of the following have you used ChatGPT? General research Broken out by gender of respondent
  • Table 2.3.11 For which of the following have you used ChatGPT? General research Broken out by sexual orientation
  • Table 2.3.12 For which of the following have you used ChatGPT? General research Broken out by race or ethnicity
  • Table 2.3.13 For which of the following have you used ChatGPT? General research Broken out by academic field
  • Table 2.3.14 For which of the following have you used ChatGPT? General research Broken out by years at present institution
  • Table 2.4.1 For which of the following have you used ChatGPT? Data analysis or data cleanup
  • Table 2.4.2 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by faculty title
  • Table 2.4.3 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by enrollment
  • Table 2.4.4 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by Carnegie Class or type of college
  • Table 2.4.5 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by public or private college
  • Table 2.4.6 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by age of respondent
  • Table 2.4.7 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by political views
  • Table 2.4.8 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by annual personal income
  • Table 2.4.9 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by tenure status
  • Table 2.4.10 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by gender of respondent
  • Table 2.4.11 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by sexual orientation
  • Table 2.4.12 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by race or ethnicity
  • Table 2.4.13 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by academic field
  • Table 2.4.14 For which of the following have you used ChatGPT? Data analysis or data cleanup Broken out by years at present institution
  • Table 2.5.1 For which of the following have you used ChatGPT? Grant or Proposal Writing
  • Table 2.5.2 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by faculty title
  • Table 2.5.3 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by enrollment
  • Table 2.5.4 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by Carnegie Class or type of college
  • Table 2.5.5 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by public or private college
  • Table 2.5.6 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by age of respondent
  • Table 2.5.7 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by political views
  • Table 2.5.8 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by annual personal income
  • Table 2.5.9 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by tenure status
  • Table 2.5.10 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by gender of respondent
  • Table 2.5.11 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by sexual orientation
  • Table 2.5.12 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by race or ethnicity
  • Table 2.5.13 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by academic field
  • Table 2.5.14 For which of the following have you used ChatGPT? Grant or Proposal Writing Broken out by years at present institution
  • Table 2.6.1 For which of the following have you used ChatGPT? Planning outlines
  • Table 2.6.2 For which of the following have you used ChatGPT? Planning outlines Broken out by faculty title
  • Table 2.6.3 For which of the following have you used ChatGPT? Planning outlines Broken out by enrollment
  • Table 2.6.4 For which of the following have you used ChatGPT? Planning outlines Broken out by Carnegie Class or type of college
  • Table 2.6.5 For which of the following have you used ChatGPT? Planning outlines Broken out by public or private college
  • Table 2.6.6 For which of the following have you used ChatGPT? Planning outlines Broken out by age of respondent
  • Table 2.6.7 For which of the following have you used ChatGPT? Planning outlines Broken out by political views
  • Table 2.6.8 For which of the following have you used ChatGPT? Planning outlines Broken out by annual personal income
  • Table 2.6.9 For which of the following have you used ChatGPT? Planning outlines Broken out by tenure status
  • Table 2.6.10 For which of the following have you used ChatGPT? Planning outlines Broken out by gender of respondent
  • Table 2.6.11 For which of the following have you used ChatGPT? Planning outlines Broken out by sexual orientation
  • Table 2.6.12 For which of the following have you used ChatGPT? Planning outlines Broken out by race or ethnicity
  • Table 2.6.13 For which of the following have you used ChatGPT? Planning outlines Broken out by academic field
  • Table 2.6.14 For which of the following have you used ChatGPT? Planning outlines Broken out by years at present institution
  • Table 2.7.1 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure
  • Table 2.7.2 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by faculty title
  • Table 2.7.3 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by enrollment
  • Table 2.7.4 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by Carnegie Class or type of college
  • Table 2.7.5 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by public or private college
  • Table 2.7.6 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by age of respondent
  • Table 2.7.7 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by political views
  • Table 2.7.8 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by annual personal income
  • Table 2.7.9 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by tenure status
  • Table 2.7.10 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by gender of respondent
  • Table 2.7.11 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by sexual orientation
  • Table 2.7.12 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by race or ethnicity
  • Table 2.7.13 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by academic field
  • Table 2.7.14 For which of the following have you used ChatGPT? Improving Writing or Narrative Structure Broken out by years at present institution
  • Table 3.1 Which phrase best describes your experience in using ChatGPT to find scholarly sources?
  • Table 3.2 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by faculty title
  • Table 3.3 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by enrollment
  • Table 3.4 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by Carnegie Class or type of college
  • Table 3.5 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by public or private college
  • Table 3.6 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by age of respondent
  • Table 3.7 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by political views
  • Table 3.8 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by annual personal income
  • Table 3.9 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by tenure status
  • Table 3.10 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by gender of respondent
  • Table 3.11 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by sexual orientation
  • Table 3.12 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by race or ethnicity
  • Table 3.13 Which phrase best describes your experience in using ChatGPT to find scholarly source? Broken out by academic field
  • Table 3.14 Which phrase best describes your experience in using ChatGPT to find scholarly sources? Broken out by years at present institution
  • Table 4 Do you have a ChatGPT account?
  • Table 4.1.1 Do you have a ChatGPT account? Yes, free account
  • Table 4.1.2 Do you have a ChatGPT account? Yes, free account Broken out by faculty title
  • Table 4.1.3 Do you have a ChatGPT account? Yes, free account Broken out by enrollment
  • Table 4.1.4 Do you have a ChatGPT account? Yes, free account Broken out by Carnegie Class or type of college
  • Table 4.1.5 Do you have a ChatGPT account? Yes, free account Broken out by public or private college
  • Table 4.1.6 Do you have a ChatGPT account? Yes, free account Broken out by age of respondent
  • Table 4.1.7 Do you have a ChatGPT account? Yes, free account Broken out by political views
  • Table 4.1.8 Do you have a ChatGPT account? Yes, free account Broken out by annual personal income
  • Table 4.1.9 Do you have a ChatGPT account? Yes, free account Broken out by tenure status
  • Table 4.1.10 Do you have a ChatGPT account? Yes, free account Broken out by gender of respondent
  • Table 4.1.11 Do you have a ChatGPT account? Yes, free account Broken out by sexual orientation
  • Table 4.1.12 Do you have a ChatGPT account? Yes, free account Broken out by race or ethnicity
  • Table 4.1.13 Do you have a ChatGPT account? Yes, free account Broken out by academic field
  • Table 4.1.14 Do you have a ChatGPT account? Yes, free account Broken out by years at present institution
  • Table 4.2.1 Do you have a ChatGPT account? Yes, paid account
  • Table 4.2.2 Do you have a ChatGPT account? Yes, paid account Broken out by faculty title
  • Table 4.2.3 Do you have a ChatGPT account? Yes, paid account Broken out by enrollment
  • Table 4.2.4 Do you have a ChatGPT account? Yes, paid account Broken out by Carnegie Class or type of college
  • Table 4.2.5 Do you have a ChatGPT account? Yes, paid account Broken out by public or private college
  • Table 4.2.6 Do you have a ChatGPT account? Yes, paid account Broken out by age of respondent
  • Table 4.2.7 Do you have a ChatGPT account? Yes, paid account Broken out by political views
  • Table 4.2.8 Do you have a ChatGPT account? Yes, paid account Broken out by annual personal income
  • Table 4.2.9 Do you have a ChatGPT account? Yes, paid account Broken out by tenure status
  • Table 4.2.10 Do you have a ChatGPT account? Yes, paid account Broken out by gender of respondent
  • Table 4.2.11 Do you have a ChatGPT account? Yes, paid account Broken out by sexual orientation
  • Table 4.2.12 Do you have a ChatGPT account? Yes, paid account Broken out by race or ethnicity
  • Table 4.2.13 Do you have a ChatGPT account? Yes, paid account Broken out by academic field
  • Table 4.2.14 Do you have a ChatGPT account? Yes, paid account Broken out by years at present institution
  • How do you plan to use ChatGPT in scholarship over the next year?
  • Table 5.1 How much time, in minutes, have you spent using ChatGPT in the past week?
  • Table 5.2 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by faculty title
  • Table 5.3 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by enrollment
  • Table 5.4 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by Carnegie Class or type of college
  • Table 5.5 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by public or private college
  • Table 5.6 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by age of respondent
  • Table 5.7 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by political views
  • Table 5.8 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by annual personal income
  • Table 5.9 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by tenure status
  • Table 5.10 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by gender of respondent
  • Table 5.11 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by sexual orientation
  • Table 5.12 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by race or ethnicity
  • Table 5.13 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by academic field
  • Table 5.14 How much time, in minutes, have you spent using ChatGPT in the past week? Broken out by years at present institution
  • Table 6.1 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship?
  • Table 6.2 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by faculty title
  • Table 6.3 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by enrollment
  • Table 6.4 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by Carnegie Class or type of college
  • Table 6.5 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by public or private college
  • Table 6.6 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by age of respondent
  • Table 6.7 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by political views
  • Table 6.8 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by annual personal income
  • Table 6.9 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by tenure status
  • Table 6.10 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by gender of respondent
  • Table 6.11 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by sexual orientation
  • Table 6.12 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by race or ethnicity
  • Table 6.13 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by academic field
  • Table 6.14 How would you rate your level of satisfaction with your academic library's efforts to provide information and instruction on the use of ChatGPT in scholarship? Broken out by years at present institution
  • Table 7.1 If you have used ChatGPT in your scholarly research efforts.  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved?
  • Table 7.2 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by faculty title
  • Table 7.3 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by enrollment
  • Table 7.4 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by Carnegie Class or type of college
  • Table 7.5 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by public or private college Table 7.6 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by age of respondent
  • Table 7.7 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by political views
  • Table 7.8 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by annual personal income
  • Table 7.9 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by tenure status
  • Table 7.10 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by gender of respondent Table 7.11 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by sexual orientation
  • Table 7.12 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by race or ethnicity
  • Table 7.13 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by academic field
  • Table 7.14 If you have used ChatGPT in your scholarly research efforts,  about how much more, or less productive has it made you, measured as a combination of time spent and outputs achieved? Broken out by years at present institution

Methodology

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