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A U.S. National Agricultural Statistics Service statistician explains response rate data at a 2017 briefing to clarify the context of crop production data. In survey research, response rate, also known as completion rate or return rate, is the number of people who answered the survey divided by the number of people in the sample.
Response rate may refer to: Response rate (medicine) – the percentage of patients whose cancer shrinks or disappears after treatment Response rate (survey) – the percentage of persons asked to answer a survey who actually answer
Response-rate ratio is a measure of efficacy of therapy in clinical trials. It is defined as the proportion of improved patients in the treatment group, divided by the proportion of improved patients in the control group. [citation needed] The same term has been used in marketing. [1]
Survey methodology is "the study of survey methods". [1] As a field of applied statistics concentrating on human-research surveys, survey methodology studies the sampling of individual units from a population and associated techniques of survey data collection, such as questionnaire construction and methods for improving the number and accuracy of responses to surveys.
Response rates can be improved by using mail panels (members of the panel must agree to participate) and prepaid monetary incentives, [30] but response rates are affected by the class of mail through which the survey was sent. [31] Panels can be used in longitudinal designs where the same respondents are surveyed several times.
An important part of data analysis and presentation is the visualization (or plotting) of data. The subject of plotting Likert (and other) rating data is discussed at length in two papers by Robbins and Heiberger. [18] In the first they recommend the use of what they call diverging stacked bar charts and compare them to other plotting styles.
Each response point has an accompanying verbal anchor (e.g., “strongly agree”) ascending from left to right. Verbal anchors should be balanced to reflect equal intervals between response-points. Collectively, a set of response-points and accompanying verbal anchors are referred to as a rating scale.
In behaviorism, rate of response is a ratio between two measurements with different units. Rate of responding is the number of responses per minute, or some other time unit. It is usually written as R. Its first major exponent was B.F. Skinner (1939). It is used in the Matching Law. R = # of Responses/Unit of time = B/t