Learn About Simple Regression in SPSS With Data From the Consolidated State Performance Report (2012–2013)

Dataset

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Learn About Simple Regression in SPSS With Data From the Consolidated State Performance Report (2012–2013)

By: The Odum Institute Published: 2015 | Product: SAGE Research Methods Datasets Part 1

DOI: https://dx.doi.org/10.4135/9781473960619

This dataset is designed for teaching simple regression. The dataset is a subset of data derived from the Consolidated State Performance Report from the U.S. Department of Education. It looks specifically at freshman graduation rates and courses taught by qualified teachers across the 50 U.S. states plus the District of Columbia and Puerto Rico. The dataset file is accompanied by a teaching guide, a student guide, and a how-to guide for SPSS.

Methods: Independent variables, SPSS, Dependent variables

Data Type: Numeric

Software Guide: SPSS

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You can preview and download the dataset from this tab. The dataset is available in multiple file formats, compatible with most common software packages. You can also view and download the Codebook, which provides information on the structure, contents, and layout of the dataset.

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In this tab you will find guides on using this dataset. The Teaching Guide is designed for faculty who are teaching research methods and statistics, with suggestions on how to use the dataset in lab exercises, in homework assignments and as exam questions. The Student Guide introduces the method for students, and can be used in teaching to provide students with an introductory overview of the method or test. The How-to Guide shows how to perform the technique or test using data analysis software.

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About This Dataset

Data Source Citation

U.S. Department of Education. ED Data Express, state achievement data [Data file]. Retrieved from http://eddataexpress.ed.gov/state-tables-main.cfm

Full title of originating dataset

ED Data Express, State Achievement Data

Data author(s) and affiliations

United States Department of Education

Dataset source website address

http://eddataexpress.ed.gov/state-tables-main.cfm

Data Universe

Elementary and secondary schools within the 50 U.S. states, the District of Columbia, and Puerto Rico

Funding sources/suppliers

United States Department of Education

Data collection dates

2009–2013

Time frame of analysis

2009–2013

Unit of analysis

State

Location covered by data

United States

Links to SRM content

Fox, J. (Ed.). (2000). Nonparametric simple regression. Thousand Oaks, CA: SAGE. doi: http://dx.doi.org/10.4135/9781412985307
Lewis-Beck, M. S. (1995). Simple regression. In Data Analysis (pp. 42–54). Thousand Oaks, CA: SAGE. doi: http://dx.doi.org/10.4135/9781412983846

List of variables

state

State Code

freshgradrate200910

Freshman Grad Rate 2009–10

g4math201112

G4 Math 2011–12

g8math201112

G8 Math 2011–12

hsmath201112

HS Math 2011–12

g4read201112

G4 Reading 2011–12

g8read201112

G8 Reading 2011–12

hsread201112

HS Reading 2011–12

elscience201112

EL Science 2011–12

hsscience201112

HS Science 2011–12

msscience201112

MS Science 2011–12

g4math201213

G4 Math 2012–13

g8math201213

G8 Math 2012–13

hsmath201213

HS Math 2012–13

g4read201213

G4 Reading 2012–13

g8read201213

G8 Reading 2012–13

hsread201213

HS Reading 2012–13

elscience201213

EL Science 2012–13

hsscience201213

HS Science 2012–13

msscience201213

MS Science 2012–13

choice201112

Percent in Choice School

qualified201112

Qualified Teachers 2011–12

qualified201213

Qualified Teachers 2012–13

Also using this dataset

Methods Map

Independent variables

Explore the Methods Map

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Learn About Simple Regression in SPSS With Data From the Consolidated State Performance Report (2012–2013)

Dataset

Teaching and Learning Material

Dataset Info

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Also using this dataset

Methods Map

Also using this dataset

Methods Map

Institutional Login

Administrators and Non-Institutional Users:

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