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Otterbein University Multi-Year Benchmark Report August 2011 NSSE 2011 Multi-Year Benchmark Report Interpreting the Multi-Year Benchmark Report For institutions that have participated in multiple NSSE administrations, this Multi-Year Benchmark Report presents comparable benchmark scores by year so that patterns of change or stability are discernible. It also provides statistics such as number of respondents, standard deviation, and standard error so that shorthand mean comparison tests can be calculated. Questions that might be answered with this report include, “How stable was the level of student-faculty interaction over the years?” or “Given the implementation of initiative X three years ago, did the level of active and collaborative learning increase?” This report has three main parts: (a) a table of data quality indicators (p. 3), which provides a quick reference to important statistics for each year’s administration, (b) multi-year charts, and (c) detailed statistics. Key terms and features of (b) and (c) are illustrated below. For more information and recommendations for analyzing past and present NSSE data for trends or stability, consult the Multi-Year Data Analysis Guide. nsse.iub.edu/pdf/MYDAG.pdf Key Terms and Features in this Report Multi-year charts appear on pages 4 & 6 Y-Axis Benchmarks are computed on a 0 to 100 scale, however nearly all institutional scores are between the y-axis values of 15 and 85. Error Bars/Confidence Intervals Error bars around each benchmark score show the upper and lower bounds of the 95% confidence interval (mean +/- 1.96 * SEM), a range of values 95% likely to contain the true population score. "Upper" and "Lower" limits are also reported in the detailed statistics tables. Where confidence intervals do not overlap between years, a statistically significant difference (p < .05) is likely to be present. Benchmark Score The benchmark score is the weighted average of the students' scores, using only randomly sampled students (including those from census administrations) from each year's data. n Unweighted number of respondents represented in the data. Multi-year detailed statistics appear on pages 5 & 7 SEM Standard error of the mean is how much a score based on a sample may differ from the true population score. SEM is used to compute confidence intervals. Year All NSSE administration years since 2004 are listed regardless of participation. SD Standard deviation, the average amount by which students' scores differ from the mean. 2 NSSE 2011 Multi-Year Benchmark Report Data Quality Indicators Otterbein University An important early step in conducting a multi-year analysis is to review the quality of your data in each year for both first-year and senior respondents. The precision of an institution's population estimates can vary from one year to the next. The values in this table were drawn from the Respondent Characteristics reports from each NSSE administration. Data Quality Indicators for Each NSSE Participation Year Year a 2004 Modeb Response Ratec Sampling Errord Number of Respondentse FY SR FY SR FY SR Web-only 35% 24% 5.4% 8.0% 211 113 Web-only 42% 35% 4.0% 5.4% 345 211 Web+ 26% 25% 6.2% 7.3% 185 135 2005 2006 2007 2008 2009 2010 2011 a All NSSE administration years since 2004 are listed regardless of participation. b Modes include Paper (students receive a paper survey and the option of completing a Web version), Web (students receive all correspondence by e-mail and complete the Web version), and Web+ (students initially invited to participate via e-mail; a subgroup of nonrespondents receive paper surveys). c Response rates (number of respondents divided by sample size) adjusted for ineligibility, nondeliverable mailing addresses, and students who were unavailable during the survey administration. d Sampling error gauges the precision of results based on a sample survey. It is an estimate of how much survey item percentages for your respondents could differ from those of the entire population of students at your institution. Data with larger sampling errors (such as +/-10%) need not be dismissed out of hand, but any results using them should be interpreted more conservatively. e This is the original count used to calculate response rates and sampling errors for each administration's Respondent Characteristics report. This number includes all randomly sampled students (including those from census administrations). In 2004 and 2005 it may also include targeted oversamples. For this reason, the counts for 2004 and 2005 may not match those given in the detailed statistics on pages 5 and 7. 3 NSSE 2011 Multi-Year Benchmark Report Multi-Year Charts Otterbein University First-Year Students Level of Academic Challenge (LAC) Active and Collaborative Learning (ACL) 85 85 75 75 65 54.4 56.2 53.9 55 65 55 45 45 35 35 25 25 15 46.6 43.4 45.5 15 '04 '05 '06 '07 '08 '09 '10 '11 '04 Student-Faculty Interaction (SFI) '06 '07 '08 '09 '10 '11 Enriching Educational Experiences (EEE) 85 85 75 75 65 65 55 55 39.6 45 '05 37.9 34.8 45 35 35 25 25 15 30.5 27.1 29.3 15 '04 '05 '06 '07 '08 '09 '10 '11 '04 '05 '06 '07 '08 '09 '10 '11 Supportive Campus Environment (SCE) 85 75 70.0 67.6 65.9 65 Notes: Benchmark scores are charted for all years of participation. See page 5 for detailed statistics. 55 45 For more information and recommendations for analyzing multi-year NSSE data, consult the Multi-Year Data Analysis Guide. nsse.iub.edu/pdf/MYDAG.pdf 35 25 15 '04 '05 '06 '07 '08 '09 '10 '11 4 NSSE 2011 Multi-Year Benchmark Report Detailed Statisticsa Otterbein University First-Year Students 2004 Level of Academic Challenge Active and Collaborative Learning Student Faculty Interaction Enriching Educational Experiences Supportive Campus Environment a 2005 2006 2007 2008 2009 2010 2011 LAC 54.4 53.9 56.2 n 170 321 177 SD 13.3 12.6 13.7 SEM 1.02 .70 1.03 Upper 56.4 55.3 58.2 Lower 52.4 52.5 54.2 ACL 43.4 46.6 45.5 n 170 342 185 SD 14.4 16.7 17.0 SEM 1.11 .90 1.25 Upper 45.5 48.4 48.0 Lower 41.2 44.9 43.1 SFI 34.8 39.6 37.9 n 170 323 177 SD 16.1 18.9 18.1 SEM 1.23 1.05 1.36 Upper 37.2 41.6 40.6 Lower 32.4 37.5 35.2 EEE 27.1 30.5 29.3 n 170 316 176 SD 11.9 13.8 13.5 SEM .91 .77 1.01 Upper 28.8 32.0 31.2 Lower 25.3 29.0 27.3 SCE 65.9 67.6 70.0 n 169 310 173 SD 17.5 17.9 18.7 SEM 1.35 1.02 1.42 Upper 68.6 69.6 72.8 Lower 63.3 65.6 67.2 n=number of respondents; SD =standard deviation; SEM =standard error of the mean; Upper/Lower=95% confidence interval limits IPEDS: 204936 5 NSSE 2011 Multi-Year Benchmark Report Multi-Year Charts Otterbein University Seniors Level of Academic Challenge (LAC) Active and Collaborative Learning (ACL) 85 85 75 75 65 59.7 57.7 56.7 65 55 55 45 45 35 35 25 25 15 51.8 15 '04 '05 '06 '07 '08 '09 '10 '11 '04 Student-Faculty Interaction (SFI) 85 75 75 65 65 55 47.0 46.4 42.5 '05 '06 '07 '08 '09 '10 '11 Enriching Educational Experiences (EEE) 85 45 54.9 50.9 55 45 35 35 25 25 15 46.6 46.2 41.4 15 '04 '05 '06 '07 '08 '09 '10 '11 '04 '05 '06 '07 '08 '09 '10 '11 Supportive Campus Environment (SCE) 85 75 65 63.0 61.0 60.2 Notes: 55 Benchmark scores are charted for all years of participation. See page 7 for detailed statistics. 45 For more information and recommendations for analyzing multi-year NSSE data, consult the Multi-Year Data Analysis Guide. nsse.iub.edu/pdf/MYDAG.pdf 35 25 15 '04 '05 '06 '07 '08 '09 '10 '11 6 NSSE 2011 Multi-Year Benchmark Report Detailed Statisticsa Otterbein University Seniors 2004 Level of Academic Challenge Active and Collaborative Learning Student Faculty Interaction Enriching Educational Experiences Supportive Campus Environment a 2005 2006 2007 2008 2009 2010 2011 LAC 56.7 57.7 59.7 n 109 198 126 SD 13.8 13.6 13.5 SEM 1.32 .97 1.20 Upper 59.3 59.6 62.1 Lower 54.1 55.8 57.4 ACL 50.9 54.9 51.8 n 109 209 134 SD 13.9 15.9 16.8 SEM 1.33 1.10 1.45 Upper 53.5 57.1 54.7 Lower 48.3 52.8 49.0 SFI 42.5 46.4 47.0 n 109 198 127 SD 19.4 19.9 22.4 SEM 1.86 1.41 1.99 Upper 46.2 49.1 50.9 Lower 38.9 43.6 43.1 EEE 41.4 46.6 46.2 n 109 193 123 SD 17.5 18.4 18.6 SEM 1.67 1.32 1.68 Upper 44.7 49.2 49.5 Lower 38.2 44.0 43.0 SCE 60.2 61.0 63.0 n 108 189 122 SD 18.0 16.5 19.9 SEM 1.73 1.20 1.80 Upper 63.6 63.4 66.5 Lower 56.8 58.7 59.5 n=number of respondents; SD =standard deviation; SEM =standard error of the mean; Upper/Lower=95% confidence interval limits IPEDS: 204936 7