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spheredata (version 0.1.0)

Students' Performance Dataset in Physics Education Research (SPHERE)

Description

A multidimensional dataset of students' performance assessment in high school physics. The SPHERE dataset was collected from 497 students in four public high schools specifically measuring their conceptual understanding, scientific ability, and attitude toward physics from Santoso et al. (2024) . The data collection was conducted using some research based assessments (RBAs) developed by the physics education research (PER) community. They include 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.

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Version

Install

install.packages('spheredata')

Monthly Downloads

558

Version

0.1.0

License

CC BY 4.0

Maintainer

Purwoko Haryadi Santoso

Last Published

October 8th, 2024

Functions in spheredata (0.1.0)

CLASS

Colorado Learning Attitudes about Science Survey (CLASS) dataset
RRMCS

Rotational and Rolling Motion Conceptual Survey (RRMCS) dataset
FCI

Force Concept Inventory (FCI) dataset
STPFASL

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

Mechanical Waves Conceptual Survey (MWCS) key dataset
TCE

Thermal Concept Evaluation (TCE) dataset
TCEkey

Thermal Concept Evaluation (TCE) key dataset
SAAR

Scientific Abilities Assessment Rubrics (SAAR) dataset
RRMCSkey

Rotational and Rolling Motion Conceptual Survey (RRMCS) key dataset
STPFASLkey

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

Students' demographic dataset
binary

Compute the students' score
teachersjudgment

Teachers' judgment dataset
physicsidentity

Students' physics identity dataset
literacy

Students' literacy dataset
FCIkey

Force Concept Inventory (FCI) key dataset
FMCIkey

Fluid Mechanics Concept Inventory (FMCI) key dataset
MWCS

Mechanical Waves Conceptual Survey (MWCS) dataset
FMCI

Fluid Mechanics Concept Inventory (FMCI) dataset
FMCEkey

Force and Motion Conceptual Evaluation (FMCE) key dataset
FMCE

Force and Motion Conceptual Evaluation (FMCE) dataset