I need a database to extract key information from education research papers, including study design, tools, and outcomes.
Automate extraction for "I need a database to extract key information from education research papers, including study design, tools, and outcomes.". Extract structured, evidence-grounded data points directly from hundreds of papers with source page coordinates.
Schema Field Definitions (18)
| Field Name | Data Type | Description |
|---|---|---|
| paper_title | string | The title of the research paper. |
| publication_year | number | The year the paper was published, as an integer (YYYY). Example: '2023'. |
| study_setting | string | The physical or institutional context of the study. Must be one of: K-12 School, University/College, Vocational Training, Online Learning Environment, Informal Education Setting. |
| study_design | string | The methodology used for the study. Must be one of: Randomized Controlled Trial (RCT), Quasi-Experimental Design, Correlational Study, Survey, Case Study, Mixed Methods, Systematic Review/Meta-Analysis. |
| sample_size | number | The total number of participants in the study, as an integer. |
| duration_of_study_weeks | number | The total length of the intervention or study period measured in weeks, as a floating-point number. |
| duration_of_study_weeks_unit | string | The unit for the study duration. Must be 'weeks'. |
| participant_level | string | The educational level of the participants. Must be one of: Primary School (K-5), Middle School (6-8), High School (9-12), Undergraduate, Graduate, Adult/Professional. |
| discipline_studied | string | The specific academic discipline examined. Example: 'Mathematics' or 'History'. |
| intervention_name | string | The formal name or common identifier of the educational tool, program, or intervention tested. |
| intervention_type | string | The category of the intervention. Must be one of: Software/Technology, Curriculum, Pedagogical Method, Professional Development, Policy Change, Learning Environment Modification. |
| primary_outcome_measure | string | The specific dependent variable used to assess the main finding. Example: 'Standardized reading comprehension score' or 'Student self-efficacy survey results'. |
| outcome_category | string | The broad type of outcome measured. Must be one of: Academic Achievement, Engagement/Motivation, Attitude/Beliefs, Cognitive Skills, Behavioral Changes, Retention/Dropout Rate. |
| is_quantitative_result | boolean | Does the paper report quantitative statistical results (e.g., means, standard deviations, effect sizes)? Must be true or false. |
| effect_size | number | The reported effect size value (e.g., Cohen's d, correlation coefficient) for the primary finding, as a floating-point number. Report 'null' if not calculated. |
| effect_size_unit | string | The statistical index used for the effect size. Must be one of: Cohen's d, Hedges' g, Odds Ratio, Correlation Coefficient (r), ANOVA F-statistic, Chi-Squared, None. |
| p_value | number | The reported statistical p-value associated with the primary result, as a floating-point number between 0 and 1. |
| paper_reference | string | The Digital Object Identifier (DOI) or a full bibliographic reference for the source paper. |
Data Verification Status Taxonomy
To maintain rigorous scientific standards, Sci-database differentiates between automated signals and human audit:
Value located and extracted from the full-text PDF by the Kateeb engine.
An independent second model produced a compatible value during automated second-pass review.
A named researcher audited the value against the visual page coordinates.
Performance evaluated against a standardized, published evaluation protocol.
An independent external research group reproduced the extraction and experimental result.