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Dataset

Learn About One-Way MANOVA in SPSS With Data From the Canadian Fuel Consumption Report (2015)

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

This dataset is designed for teaching one-way multivariate analysis of variance (MANOVA). The dataset is a subset of data derived from the 2015 Canadian Fuel Consumption Ratings, and the example shows how to test whether the CO2 emissions and highway fuel consumption of an automobile both differ based on the number of engine cylinders in that automobile. The dataset file is accompanied by a teaching guide, a student guide, and a how-to guide for SPSS.

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

Natural Resources Canada. 2015). Fuel consumption ratings [Data file]. Retrieved from http://data.gc.ca/data/en/dataset/98f1a129-f628-4ce4-b24d-6f16bf24dd64

Full title of originating dataset

2015 – Fuel Consumption Ratings

Data author(s) and affiliations

Natural Resources Canada, Government of Canada

Data Universe

Vehicles for retail sale in Canada

Funding sources/suppliers

Natural Resources Canada

Dataset contains information licensed under the Open Government Licence – Canada (http://open.canada.ca/en/open-government-licence-canada)

Data collection dates

2015

Unit of analysis

Vehicles

Location covered by data

Canada

Links to SRM content
  • Iversen, G. (2004). Multivariate analysis of variance and covariance (MANOVA and MANCOVA). In M.S., Lewis-Beck, A. Bryman, & T. Futing Liao (Eds.), The SAGE encyclopedia of social science research methods. (pp. 703–704). Thousand Oaks, CA: Sage Publications, Inc. doi: http://dx.doi.org/10.4135/9781412950589.n608
  • Kraska, M. (2010). Multivariate analysis of variance (MANOVA). In N.J. Salkind (Ed.), Encyclopedia of research design. (pp. 858–863). Thousand Oaks, CA: SAGE Publications, Inc. doi: http://dx.doi.org/10.4135/9781412961288.n257
  • Bray, J.H., & Maxwell, S.E. (1985). Multivariate analysis of variance. Newbury Park, CA: SAGE Publications, Inc. doi: http://dx.doi.org/10.4135/9781412985222
List of variables

year

Year

make

Make

model

Model

class

Class

enginesize

Engine Size

fuelusecity

Fuel Use City

fuelusehwy

Fuel Use Highway

fueluseboth

Fuel Use Combined

mpgboth

MPG Combined

co2emissions

CO2 Emissions

cylinders468

Num of Cylinders

cylinder4

4-cylinder

cylinder6

6-cylinder

cylinder8

8-cylinder

trans2

Transmission

fuel

Fuel Type

Methods Map
Multiple analysis of variance

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