Package: spheredata 0.1.2

Purwoko Haryadi Santoso

spheredata: Students' Performance Dataset in Physics Education Research (SPHERE)

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 [see Santoso et al. (2024) <doi:10.17632/88d7m2fv7p.1>]. The data collection was conducted using some research based assessments established by the physics education research 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.

Authors:Purwoko Haryadi Santoso [aut, cre], Edi Istiyono [ctb], Haryanto Haryanto [ctb]

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spheredata.pdf |spheredata.html
spheredata/json (API)

# Install 'spheredata' in R:
install.packages('spheredata', repos = c('https://santosoph.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/santosoph/spheredata/issues

Datasets:
  • CLASS - The Colorado Learning Attitudes about Science Survey (CLASS) dataset
  • CLASScontentvalidity - The Colorado Learning Attitudes about Science Survey (CLASS) content validity dataset
  • FCI - The Force Concept Inventory (FCI) dataset
  • FCIcontentvalidity - The Force Concept Inventory (FCI) content validity dataset
  • FCIkey - The Force Concept Inventory (FCI) key dataset
  • FMCE - The Force and Motion Conceptual Evaluation (FMCE) dataset
  • FMCEcontentvalidity - The Force and Motion Conceptual Evaluation (FMCE) content validity dataset
  • FMCEkey - The Force and Motion Conceptual Evaluation (FMCE) key dataset
  • FMCI - The Fluid Mechanics Concept Inventory (FMCI) dataset
  • FMCIcontentvalidity - The Fluid Mechanics Concept Inventory (FMCI) content validity dataset
  • FMCIkey - The Fluid Mechanics Concept Inventory (FMCI) key dataset
  • MWCS - The Mechanical Waves Conceptual Survey (MWCS) dataset
  • MWCScontentvalidity - The Mechanical Waves Conceptual Survey (MWCS) content validity dataset
  • MWCSkey - The Mechanical Waves Conceptual Survey (MWCS) key dataset
  • RRMCS - The Rotational and Rolling Motion Conceptual Survey (RRMCS) dataset
  • RRMCScontentvalidity - The Rotational and Rolling Motion Conceptual Survey (RRMCS) content validity dataset
  • RRMCSkey - The Rotational and Rolling Motion Conceptual Survey (RRMCS) key dataset
  • SAAR - The Scientific Abilities Assessment Rubrics (SAAR) dataset
  • SAARcontentvalidity - The Scientific Abilities Assessment Rubrics (SAAR) content validity dataset
  • STPFASL - The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) 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
  • TCE - The Thermal Concept Evaluation (TCE) dataset
  • TCEcontentvalidity - The Thermal Concept Evaluation (TCE) content validity dataset
  • TCEkey - The Thermal Concept Evaluation (TCE) key dataset
  • demographic - Students' demographic of the SPHERE dataset
  • literacy - Students' literacy dataset
  • physicsidentity - Students' physics identity dataset
  • teachersjudgment - Teachers' judgment dataset

On CRAN:

3.81 score 32 scripts 274 downloads 3 exports 0 dependencies

Last updated 30 days agofrom:20e6c6e8e4. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-winOKNov 22 2024
R-4.5-linuxOKNov 22 2024
R-4.4-winOKNov 22 2024
R-4.4-macOKNov 22 2024
R-4.3-winOKNov 22 2024
R-4.3-macOKNov 22 2024

Exports:aikenVbinarylawsheCVR

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Compute the Aiken's V index of content validityaikenV
Compute the students' score of spheredata packagebinary
The Colorado Learning Attitudes about Science Survey (CLASS) datasetCLASS
The Colorado Learning Attitudes about Science Survey (CLASS) content validity datasetCLASScontentvalidity
Students' demographic of the SPHERE datasetdemographic
The Force Concept Inventory (FCI) datasetFCI
The Force Concept Inventory (FCI) content validity datasetFCIcontentvalidity
The Force Concept Inventory (FCI) key datasetFCIkey
The Force and Motion Conceptual Evaluation (FMCE) datasetFMCE
The Force and Motion Conceptual Evaluation (FMCE) content validity datasetFMCEcontentvalidity
The Force and Motion Conceptual Evaluation (FMCE) key datasetFMCEkey
The Fluid Mechanics Concept Inventory (FMCI) datasetFMCI
The Fluid Mechanics Concept Inventory (FMCI) content validity datasetFMCIcontentvalidity
The Fluid Mechanics Concept Inventory (FMCI) key datasetFMCIkey
Compute the Lawshe's content validity ratio (CVR)lawsheCVR
Students' literacy datasetliteracy
The Mechanical Waves Conceptual Survey (MWCS) datasetMWCS
The Mechanical Waves Conceptual Survey (MWCS) content validity datasetMWCScontentvalidity
The Mechanical Waves Conceptual Survey (MWCS) key datasetMWCSkey
Students' physics identity datasetphysicsidentity
The Rotational and Rolling Motion Conceptual Survey (RRMCS) datasetRRMCS
The Rotational and Rolling Motion Conceptual Survey (RRMCS) content validity datasetRRMCScontentvalidity
The Rotational and Rolling Motion Conceptual Survey (RRMCS) key datasetRRMCSkey
The Scientific Abilities Assessment Rubrics (SAAR) datasetSAAR
The Scientific Abilities Assessment Rubrics (SAAR) content validity datasetSAARcontentvalidity
The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) datasetSTPFASL
The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) content validity datasetSTPFASLcontentvalidity
The Survey of Thermodynamic Processes and First and Second Laws (STPFASL) key datasetSTPFASLkey
The Thermal Concept Evaluation (TCE) datasetTCE
The Thermal Concept Evaluation (TCE) content validity datasetTCEcontentvalidity
The Thermal Concept Evaluation (TCE) key datasetTCEkey
Teachers' judgment datasetteachersjudgment