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SPHERE: Students' Performance Data in Physics Education Research

The package contains the SPHERE dataset available at https://data.mendeley.com/datasets/88d7m2fv7p/1. It contains students' conceptual understanding, scientific ability, and scientific attitude on physics. We employed some research based assessments (RBAs) to produce SPHERE including the Force Concept Inventory, the Force and Motion Conceptual Evaluation, the Rotational and Rolling Motion Conceptual Survey, the Fluid Mechanics Concept Inventory, the Mechanical Waves Conceptual Survey, the Thermal Concept Evaluation, the Survey of Thermodynamic Processes and First and Second Laws, the Scientific Abilities Assessment Rubrics, and the Colorado Learning Attitudes about Science Survey. Students' attributes related to gender, age, socioeconomic status, domicile, literacy, physics identity, and test results administered using teachers' developed items are also reported in this dataset.

Example

To install from github:

devtools::install_github("santosoph/spheredata")

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Install

install.packages('spheredata')

Monthly Downloads

558

Version

0.1.3

License

CC BY 4.0

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Maintainer

Purwoko Haryadi Santoso

Last Published

May 9th, 2025

Functions in spheredata (0.1.3)

FMCIcontentvalidity

The Fluid Mechanics Concept Inventory (FMCI) content validity dataset
FCI

The Force Concept Inventory (FCI) dataset
FCIcontentvalidity

The Force Concept Inventory (FCI) content validity dataset
CLASS

The Colorado Learning Attitudes about Science Survey (CLASS) dataset
FMCE

The Force and Motion Conceptual Evaluation (FMCE) dataset
FMCI

The Fluid Mechanics Concept Inventory (FMCI) dataset
SAARcontentvalidity

The Scientific Abilities Assessment Rubrics (SAAR) content validity dataset
MWCS

The Mechanical Waves Conceptual Survey (MWCS) dataset
RRMCScontentvalidity

The Rotational and Rolling Motion Conceptual Survey (RRMCS) content validity dataset
RRMCS

The Rotational and Rolling Motion Conceptual Survey (RRMCS) dataset
FMCIkey

The Fluid Mechanics Concept Inventory (FMCI) key dataset
STPFASL

The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) dataset
MWCScontentvalidity

The Mechanical Waves Conceptual Survey (MWCS) content validity dataset
MWCSkey

The Mechanical Waves Conceptual Survey (MWCS) key dataset
TCEkey

The Thermal Concept Evaluation (TCE) key dataset
RRMCSkey

The Rotational and Rolling Motion Conceptual Survey (RRMCS) key dataset
SAAR

The Scientific Abilities Assessment Rubrics (SAAR) dataset
demographic

Students' demographic of the SPHERE dataset
binary

Compute the students' score of spheredata package
teachersjudgment

Teachers' judgment dataset
lawsheCVR

Compute the Lawshe's content validity ratio (CVR)
literacy

Students' literacy dataset
physicsidentity

Students' physics identity dataset
TCE

The Thermal Concept Evaluation (TCE) dataset
TCEcontentvalidity

The Thermal Concept Evaluation (TCE) content validity dataset
STPFASLcontentvalidity

The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) content validity dataset
STPFASLkey

The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) key dataset
aikenV

Compute the Aiken's V index of content validity
FCIkey

The Force Concept Inventory (FCI) key dataset
CLASScontentvalidity

The Colorado Learning Attitudes about Science Survey (CLASS) content validity dataset
FMCEkey

The Force and Motion Conceptual Evaluation (FMCE) key dataset
FMCEcontentvalidity

The Force and Motion Conceptual Evaluation (FMCE) content validity dataset