Everett Weber. 2009. Quantifying student learning: How to analyze assessment data. Bulletin of the Ecological Society of America 90:501–511.


Supplement

Sample data, metadata, and SAS code.
Ecological Archives
B090-001-S1
.

Copyright


Authors
File list (downloads)
Description


Author(s)

Everett Weber
Department of Biological Sciences
Murray State University
Murray, Kentucky 42071 USA
E-mail: everett.weber@murraystate.edu


File list

ECO101_sample_data.xls

ECO101_sample_data.txt

SAS_Code.rtf

Please note that ESA cannot guarantee the availability of Excel files in perpetuity as it is proprietary software. Thus, the data file here is also supplied as a tab-delimited ASCII file, and the other Excel workbook sheets are provided below in the description section.

Description

Variable Type Length Description Units or values
treat Character 5 Identifies the experimental treatment for the student  model = used computer simulation model
mr = used multiple representations.
class Character 1 Specific class in the experiment, 4 classes a = TTH 9:00am biology 101
b = MWF 9:00am biology 101
c = TH 1:00pm biology 101
d= MWF 1:00pm biology 101
student Character 5  A unique student identifier for each student.
A student can be in only one class.
Use this information to trace individual scores for data quality control. 
class ID bar and student number ie.
A_2 = class A student 2
pre real   pre-test score, test given beginning of class on first day of instruction,
assessment was the Concept Inventory of Natural selection (Anderson et al. 2002)
unit = percent correct, 1 = 100% correct,
range from 0 to 1
post real   post-test score, test given as part of first midterm following assignment. Assessment was the Concept Inventory of Natural selection (Anderson et al. 2002) unit = percent correct, 1 = 100% correct,
range from 0 to 1
lg real   learning-gains = post-pre unit = percent change,  range from 0-1
nlg real   normalized learning-gains = (post-pre)/(1-pre) unitless, range from negative infinity to infinity

LITERATURE CITED

Anderson, D. L., K. M. Fisher, and G. Norman. 2002. Development and evaluation of the conceptual inventory of natural selection. Journal of Research in Science Teaching 39(10):952–978.


ESA Publications | Ecological Archives | Permissions | Citation | Contacts