Response Rate Slide 1 The goal of this lecture is to alert you to the problems associated with ever decreasing response rates, to talk about response rates to different types of surveys, especially telephone and mail surveys, to suggest some ways to increase response rates for those types of surveys, and to provide you with a basic background about the costs of conducting such surveys. Slide 2 Unfortunately, people no longer believe in polls. They’re inundated with the results of polls; seemingly, polls are conducted regularly and their results reported in the mass media. Requests to participate in surveys are a daily affair. Ultimately, people burn out on survey participation or survey results. As a result, people are no longer inclined to participate, nor are they willing to be serious about their answers if they do participate. Once response rates decline, the representativeness of survey results will decline as well. Declining response rates are a major concern to marketing researchers, as it decreases the quality of their research while boosting the cost of data collection. This has major implications on the quality of marketing managers’ decisions. Slide 3 Here’s another example of the current general disregard for the value of surveys. Slide 4 This slide indicates the potential problems associated with non-response error. In A, there’s no non-response error; the response rate for the planned sample is 100%. In B, the response rate is less than 100% but there’s no non-response error because there’s nothing systematic about the people or sampling units that responded. The problem comes with C, where the response rate is less than 100% response rate but there’s something systematically different about respondents relative to non-respondents. Slide 5 As a result of this declining interest, it’s important for researchers to maximize response rates and hence the representativeness of their samples. It’s critical that they be able to develop and convince respondents of the good reasons to participate in a survey. Slide 6 Unfortunately, many potential respondents have encountered unscrupulous marketers who pretended to conduct research, when in fact they were doing something entirely different, like selling. As a result, response rates to telephone interviews have dropped markedly in the last 20 to 30 years. Slide 7 Even under the best of circumstances, completing a telephone interview is difficult. This exhibit shows all the possible outcomes to an attempted telephone interview. Only one of these outcomes—the one in the bottom left-hand corner—shows completed interview useful to a marketing researcher. All these other possible outcomes are unusable. Page | 1 Slide 8 More than 20 years ago, completing telephone interviews was problematic. Now, with answering machines, caller ID, and the like, it’s become very trying. Even in 1983, the results of a study that involved more than 250,000 first call attempts showed that only 8.4% of those call attempts resulted in a successfully completed telephone survey. That is an extraordinarily low success rate. Slide 9 When dealing with telephone interviews, there’s only two ways to cope with first call attempts that don’t result in either a refusal or a successfully completed interview. One way is to call back the non-answering potential respondent at a different day and time. Calling back at the same day and time, given the regularity of people’s lifestyles and schedules, is likely to result in another non-answer. Instead, calling back at various days and times in the hopes of catching that person, assuming they’re interested in participating in a survey, would be better. Typically, three call back attempts is the conventional number for telephone surveys. After three attempts, the researcher will delete that potential respondent from further consideration. Another strategy is to substitute other households for the ‘not at homes.’ As a result, the planned sample and the final sample will differ, as shown here in figure B, but if the final sample is within the final sampling frame, then the only issue is to determine if some types of respondents have been oversampled and other types undersampled. If that has occurred, the sample bias has been introduced. Slide 10 As I mentioned in the previous lecture on sample design, there’s an issue associated with unlisted telephone numbers. An ever larger portion of households are unlisted. Nationally, that now comes to 27.6%, but in many cities the unlisted rate is over 50%. That rate is especially bad in California, with many cities over 50%. In L.A., 56% of households have an unlisted number. Slide 11 (No Audio) Slide 12 Here’s a summary of some recent Canadian data indicating the problem with unlisted phone numbers is not limited to the U.S. In some areas, the unlisted rate approaches or even exceeds 50% of households. Slide 13 Why the big fuss about unlisted households? Why do marketing researchers worry about such things? It’s because listed and unlisted households differ from one another. Listings increase with age. Over 50% of households with a person between the ages of 18 and 34 are unlisted, whereas roughly 40% of households with a person between the ages of 35 and 54 are unlisted. Among people who moved in the past two years, 59% chose not to list their numbers. Unlisted households tend disproportionally to unmarrieds and renters. Nonetheless, there is a fair body of literature that suggests listed and unlisted households differ meaningfully from one another; therefore, telephone directories are unacceptable sample frames for telephone interviews. Page | 2 Slide 14 Although survey researchers have explored many ways to increase response rates to mail surveys, here are some accepted ways to boost those response rates. Be certain that the cover letter is sales oriented, provides respondents with a good reason to respond to the survey, and mentions a token of appreciation. (If that token is money, then it could go to the respondent or a charity. Just mail the incentive in advance to encourage participation. Be certain that the questions are interesting; after all, a 20-page survey about laundry detergent is unlikely to receive a high response rate. Follow ups are critical; second and third mailings, reminder postcards, and letters that alert respondents that they’ll receive a questionnaire shortly, are all useful in boosting response rates. Sponsorship is important. If the sponsor is well known--perhaps a prestigious university-then response rates tend to be higher. Slide 15 Here are the ways in which Bicycling Magazine attempted to increase its response rate to its semi-annual survey of bicycle dealers throughout the U.S. The magazine used an alert letter that indicated a questionnaire was coming. Five days later, respondents received a questionnaire packet that included a cover letter, a questionnaire, a $1 bill, and a stamped return envelope. A second packet—which contained a reminder letter, a questionnaire, and a stamped return envelop—was mailed five days after the initial packet was mailed. A week later, a follow up postcard, reminding respondents of the opportunity to participate, was sent. One week after that, a second reminder postcard was mailed. By using this procedure, the magazine was able to achieve a 68% response rate, which is excellent for a mail survey. Unfortunately, this was in 1987, when response rates were higher. Although an excellent procedure for boosting response rate, Bicycling Magazine would be unlikely to achieve the same results today. Slide 16 The lower the response rate, the greater the cost per completed interview. Different surveys are associated with different costs. This can be seen in the next several slides. Slide 17 As an example of the different costs associated with the different methods, central telephone surveys have telephone charges, in addition to any charges associated with computer recording of responses and computer administration of surveys. In contrast, the cost of mall intercept interviews includes location rental, necessary equipment for respondent stimuli, supplies, and product storage. The costs for personal or door-to-door interviewing include interviewer travel time, and mileage. Slide 18 The next two slides illustrate the increased costs associated with reduced incidence rate and increased length of interview. For example, with a 5% incidence rate and an hour-long Page | 3 telephone interview, the cost is $78.25 per completed interview. In contrast, with a 100% incidence rate (meaning the percent of the population qualified to respond to a survey) and a 5minute telephone interview is $4.05 per completed interview. That’s a twenty fold increase for the longer interview! In attempting to budget for phone interviews, it’s important to consider the incidence rate and the length of the interview. Slide 19 This table suggests that the same relative cost structure exists for mall intercept interviews as well. When the incidence rate is 5% for an hour-long interview, the cost is $73.20; in contrast, when the incidence rate is 100% for a 5- minute interview, the cost is $4.55, which is roughly the same 20 to 1 ratio. Whether it’s a telephone or mall-intercept interview, the length of the interview and the incidence rate are critical to cost estimates and subsequent cost realization. Slide 20 The next three slides address the issue of estimating the cost of fielding a telephone survey. The assumptions on this first slide are as follows: 300 respondents, 225 phone numbers can be dialed per eight-hour shift (which assumes 6 ½ productive hours), an incidence rate of 65%, a cooperation rate of 60%, and a 15-minute interview. The interviewer takes three additional minutes to double check the completed survey and to prepare for administering the next questionnaire. The interviewer costs $215.00 per work day. Slide 21 (No Audio) Slide 22 Given the assumptions from the first slide and the calculations from the second and third slide, the estimated field costs are $3715.20. That number is unimportant. What is important is that these are the sorts of assumptions and calculations that one must make in order to properly budget for a telephone survey. Slide 23 This slide shows a budget sheet for a mail questionnaire. The direct expenses include planner salary, preparation costs for copying, layout, and photography, printing costs for paper, envelopes, folding, collating, stapling, inserting, addressing, sorting, postage—both outbound and return--and premiums (which could be a pencil or a promise to provide a summary of the results). The indirect expenses are office space, office supplies, secretarial assistance, and utilities. This budget sheet could be more detailed, but the point of showing it is to indicate the type of data one must consider when trying to budget for a mail questionnaire. Page | 4