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Notebook for "A Multiverse Assessment of the Reliability of the Perceptual Matching Task as a Measurement of the Self-prioritization Effect"

Authors: Zheng Liu, Mengzhen Hu, Yuan-Rui Zheng, Jie Sui, Hu Chuan-Peng
Corresponding email address: [email protected]

Purpose

This preregistered study investigated the reliability of SPE derived from the SMT using a multiverse approach, combining all possible indicators and baselines reported in the literature. We first examined the robustness of 24 SPE measures across 42 datasets (N = 2250) using a meta-analytical approach. We then calculated the Split-Half Reliability (r) and Intraclass Correlation Coefficient (ICC2) for each SPE measure.

Links:

Preprint: https://osf.io/preprints/psyarxiv/g6uap

OSF Project Page: https://osf.io/6dghm/

Data

This repo only includes our own data[4_1_Raw_Data]. The public data we collected [4_2_Open_Data] is not included in this repo.

Files

1_Pre-registration Protocol

  • About.txt
  • 1_1_Pre-Registration
    • About.txt
    • Reliability_SPE_pre-reg.docx
    1_2_Planned_Analysis
    • 1_Clean_Data.Rmd
    • 2_Split_Half.Rmd
    • 3_Reliability.Rmd
    • 4_IntraClass Correlation.Rmd
    • 5_Plot.Rmd
    • Pilot.Rproj
    • 1_2_1_DATA
      • simulated_data.csv
      • Sim_resampling.Rmd
      1_2_2_OUTPUT
      • Fig4_SPE_SHR.png
      • Fig5_SPE_ICC.png
      • Fig_1_exp_pro.png
      • Fig_2_simulated_data.png
      • Fig_3_flow_chart.png
      • Flow_Chart.pptx
      • SALT.pptx
      • Supplementary_Table_1.csv
      • Supplementary_Table_2.csv
      • supp_Fig_8.png

    2_Literature_Search

    2_1_Papers
    • *.pdf
    2_2_Open_Data_Paper
    • Phase 1
    • Phase 2
    • Phase 3

    3_Article_Screen

    Reliability_SPMT.Data
    Reliability_SPMT.enl

    4_Data_Extraction

  • Open_Data.xlsx
  • 4_1_Raw_Data
    • SPMT_raw.csv
    • SciDataBank
      • CodeBook_Data_for_Exp1.xlsx
      • CodeBook_Data_for_Exp2.xlsx
      • Data_for_Exp1.csv
      • Data_for_Exp2.csv
      • Readme.md
    4_2_Open_Data
    • README.txt
    • Paper_0
    • Paper_19
    • Paper_34
    • Paper_44
    • Paper_46
    • Paper_51
    • Paper_54
    • Paper_95
    • Paper_n13
    • Paper_n14
    • Paper_n16
    • Paper_n23
    • Paper_n4
    • Paper_s1
    • Paper_s2
    • Paper_s3
    • Paper_s4
    • Paper_s5
    • Paper_t1
    • Paper_t10
    • Paper_t13
    • Paper_t18
    • Paper_t2
    • Paper_t27
    • Paper_t28
    • Paper_t3
    • Paper_t5
    • Paper_t6
    • Paper_t7
    • Paper_t9
    • Paper_u1

    5_Analysis

  • Formal.Rproj
  • Label.xlsx
  • README.md
  • CODE
    • Loop Split Half & Reliability.Rmd
    • 0_Functions.Rmd
    • 1_Check_Data.Rmd
    • 1_Clean_Data_r.Rmd
    • 1_Clean_Data_s.Rmd
    • 1_Clean_Data_t.Rmd
    • 1_Clean_Data_u.Rmd
    • 2_Split_Half.Rmd
    • 3_Reliability.Rmd
    • 4_IntraClass Correlation.Rmd
    • 5_Meta.Rmd
    • 6_Meta_Plot.Rmd
    • 7_Load_DATA.Rmd
    • 8_Description.Rmd
    • 9_Main_Plot.Rmd
    • 10_Supp_Plot.Rmd
    DATA
    • df1.csv
    • ...csv
    • df45.csv
    DDM_Packages_Comparison
    • .RData
    • .Rhistory
    • DDM_Packages_Comparison.Rproj
    • DDM_Pack_Comp.Rmd
    FIGURE
      main
      • Fig4a_meta_shr.png
      • Fig4b_meta_icc.png
      • Fig4_shr_icc.png
      • Fig_1_SMT.pptx
      • Fig_2_Flow_Chart.pptx
      • Fig_3_Forest_RT.png
      meta
      • meta_plot.html
      • meta_plot.md
      • png
        • Forest_Close_ACC.png
        • Forest_Close_d.png
        • Forest_Close_eta.png
        • Forest_Close_RT.png
        • Forest_Close_v.png
        • Forest_Close_z.png
        • Forest_Stranger_ACC.png
        • Forest_Stranger_d.png
        • Forest_Stranger_eta.png
        • Forest_Stranger_RT.png
        • Forest_Stranger_v.png
        • Forest_Stranger_z.png
        webp
        • Forest_Close_ACC.webp
        • Forest_Close_d.webp
        • Forest_Close_eta.webp
        • Forest_Close_RT.webp
        • Forest_Close_v.webp
        • Forest_Close_z.webp
        • Forest_Stranger_ACC.webp
        • Forest_Stranger_d.webp
        • Forest_Stranger_eta.webp
        • Forest_Stranger_RT.webp
        • Forest_Stranger_v.webp
        • Forest_Stranger_z.webp
      supp
      • Fig_S10_yi&trials.png
      • Fig_S11_Spear_Brown.png
      • Fig_S1_SMT.pptx
      • Fig_S2_PRISMA.pptx
      • Fig_S3_DDM_Pkg_Comp.png
      • Fig_S4_meta_bind.png
      • Fig_S5_meta_fs.png
      • Fig_S5_meta_od.png
      • Fig_S5_meta_per.png
      • Fig_S6a_ICC_P0.png
      • Fig_S6b_ICC_Ps2.png
      • Fig_S6_ICC.png
      • Fig_S7_Cov.png
      • Fig_S8_r&Trial.png
      • Fig_S9_yi&r.png
    OUTPUT
    • Tables.xlsx
    • icc
      meta
      nmshr
      pershr_10
      pershr_5k
    PACKAGES
    • yukiBP_0.1.6.tar.gz
    • yukiSH_0.0.4.tar.gz

    6_Manuscript

    1_Word_Version
    • Reliability_SMT_main_Revision_fin.docx
    • Supplementary Material_revision_fin.docx

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