Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producersdoi:10.7910/DVN/CXCJG6Harvard Dataverse2026-03-131Diedrich, Graham, 2026, "Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producers", https://doi.org/10.7910/DVN/CXCJG6, Harvard Dataverse, V1, UNF:6:C64UKt7ElFSD9cVjEz0ZXw== [fileUNF]Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producersdoi:10.7910/DVN/CXCJG6Diedrich, GrahamHarvard DataverseDiedrich, GrahamDiedrich, Graham2026-03-12Social SciencesReplication materials for “How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producers.” The archive contains the raw survey data, derived and imputed analytic datasets, and R scripts required to reproduce all tables, figures, and appendix analyses in the manuscript. The replication workflow includes data cleaning, multiple imputation using MICE, estimation of the main statistical models, and automated generation of manuscript and appendix outputs. 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(%)0.012.80.114.023.7527.9951575482947893.9.UNF:6:NigyQGoRmn/AVKnZiO7PWQ==Difference-1.8-1.72142857142857156.60305041062649515.4-11.20.0.14.0UNF:6:y/2VhpDmXOkkw9T5KVzcTA==K6.01.87082869338697070.03.51.03.5.6.0UNF:6:VxWdqGLO9z1LjKj+NmEFLA==StatusUNF:6:IUtphYD81xwpDDsS5ElEqQ==Log_Lik.-4559.176.0-4803.26-4936.418333333333-5804.560.0454.0981174775633UNF:6:5yrKwMF2ki2EABKG/mhWaA==N_Params108.0.203.92032757917986.00.0653.0380.5380.5UNF:6:ANaiOUtkmMNtfg1EXCTNEQ==AIC10399.210.010360.96584.670554403646311825.126.0.10633.836666666666UNF:6:EawFdB/ZQXmr5lESnlNZyQ==BIC.11030.18464.47910542527840.012169.711650.8483333333336.011673.0UNF:6:jrGYI2UGnVNqNfhbzIbszg==Delta_BIC-278.25.0613.82234644887281083.6.-11.160000000000013-347.31.0UNF:6:/PRxL8PZceRWiOu8lc2/cg==Entropy.0.9930.0030767948691238230.06.01.00.99849999999999990.9973333333333333UNF:6:NrscF3uIljgL6SO03K/zUg==Class_sizesUNF:6:f6OfvGNhD9yrJxMhvzOaRQ==Solar_TypeUNF:6:yB5DbJ8gIzhbq/wu1ehQFg==Category_TypeUNF:6:yPeCvfmzbP9kSVPCa1i4Zw==CategoryUNF:6:3nJ6pklFpPhfo4KVUhiijQ==N_Items1.01.03.01.35294117647058830.00.5926088509459597.68.0UNF:6:plkvbOaK1oby58zXYOo9qw==Mean_Comprehensive0.850.1996583935127391268.00.00.3170.0.0.35444117647058826UNF:6:306mtSYko5w9FsRU3Nc/LA==Mean_Cost_Focused0.830.15927941176470590.0850.0.68.00.179253747069495840.0UNF:6:/cRy1+bWUkH0bF59fDnrhQ==Difference0.201568.00.255449829188943160.00.719-0.413.0.19516176470588234UNF:6:zxOHJ5F/qlkwcF/4UJPaTA==Chi_sq11.7975761291946749.64554.81.0.00.3668.013.607205882352941UNF:6:X9FGXV53okkVpFz9Z6rxdA==df1.0.0.01.068.00.01.01.0UNF:6:Vzo6R0iEQVqFMgovs9ibNA==p0.00.040426470588235290.00.5482.0.09811614898595920.001899999999999999868.0UNF:6:XZVt0ScXXm3/CYbPH9y/8g==sigUNF:6:MtBOYpt5igrjEVw26jNJyw==N0.0.107.0107.00.0107.068.0107.0UNF:6:rj56NZtlaSxXt8VSG7GYkg==p_adj_bh68.0.0.00.00.00390.04394999124649860.099133306982401010.5482UNF:6:Sy5UGyvRTQp1OspUotDKMw==sig_bhUNF:6:ZRaiqYfab5WCaShYasLPXg==Pair TypeUNF:6:7+MLSIliAlvsAFSs2go7oQ==N489.02445405794041335.0659.25.551.0200.04.00.0UNF:6:xn/LmWRtwX8Qf8MAKugnbQ==PctUNF:6:Myi/hCykDEF0+sPhElLdzw==Mean BVR446.9401.1418.7521.161206644864706413.50.0.4.0UNF:6:kuNQa1pZ72EyL/F6g+Ex0A==Max BVR0.01154.125.1193.631.3070146559307361149.854.01123.2UNF:6:nQ1rWca/Cjd2rCyb9znF8Q==Solar_typeUNF:6:K50kqWbeTF0pYNTDxK1cbg==AIC0.02061.8.2949.14.0392.72161896182892688.85000000000042597.15UNF:6:MtDFzBLo8F3+sQ5Hwm+5Ug==BIC2176.70.02841.253117.52744.175414.58861035167547.4.0UNF:6:VAFd6hmY5boIvZMujRb53w==Entropy4.00.96150.006075908711186067.0.00.9580.9720.9632499999999999UNF:6:EMUhcuInaHYPEJFCNBaA3w==Class1_pctUNF:6:Jzi5Py7PIMkxkti7w5HBRQ==Class2_pctUNF:6:cbcmPn+wrdxr+MYBb84Olg==Pct_AgreementUNF:6:AcqrCtECd8cSxd/yMdPj4g==N_Discordant0.04.019.04.2031734043061649.014.515.0.UNF:6:0NO3C+BHauD2DXJvxzDCXg==SpecificationUNF:6:99I2DSJVE1ORImeCGNoN/g==N0.03.0107.0107.0107.0107.01.0.UNF:6:ihtjxbN18pUsGkyD5ZiROQ==AIC7043.5333333333336188.23037.31060205131643.04525.6.1.010416.8UNF:6:FmgG3rXpuuSCuP+9zFWPPQ==BIC10991.44833.0.3170.68509999547776602.51.03.07475.633333333333UNF:6:7D24b3AM4Tzi+KIVULgQoQ==Entropy0.9930.9940.9891.00.0055677643628300273.0.1.0UNF:6:Z4vVFfmblHs6aU5RKz5nfw==Class1_pctUNF:6:amOI8B/FezFQVOGr9cwfzw==Class2_pctUNF:6:uNAjmfqd3mR1fu/Fzalezw==Pct_AgreementUNF:6:GTiLtWENvIoa3ndP6p/3Cw==NoteUNF:6:/DVFnMFUWKLDpzlhi7D3KQ==CovariateUNF:6:yF41jcWm2sX6henkpwtdWg==Model A: Class OnlyUNF:6:0vvIxNLpLibCwt6g0/j6KQ==Model B: Class + Demographics + Farm-LevelUNF:6:O9TTI4T0hs5p0w+041jQQw==Model C: Class + Familiarity + Tech AdoptionUNF:6:tMu7QumCSirz0DmDQPtqSA==Model D: Full ModelUNF:6:FnO/OEiUb2nhdA4caVb6cg==variable_nameUNF:6:wsWOhRhU56ghYoWrKlvS3w==descriptionUNF:6:ciPH1u5BjsVFSXnnlKhucA==valuesUNF:6:EnKRgpkA82IeTfUYumqtKQ==00_master_replication.Rtype/x-r-syntax01_clean_data.Rtype/x-r-syntax02_main_analysis.Rtype/x-r-syntax03_figures.Rtype/x-r-syntax04_tables.Rtype/x-r-syntax05_appendix.Rtype/x-r-syntaxanalysis_objects.rdsapplication/octet-streamFigure_1.pngimage/pngFigure_3.pngimage/pngFigure_4.pngimage/pngFigure_5.pngimage/pngFigure_6.pngimage/pngFigureA1_Missingness_Plot.pngimage/pngFigureA3_LCA_Model_Selection.pngimage/pngFigureA4_Class_Model_GAM.pngimage/pngFigureA5_Coefficient_Stability.pngimage/pngFigureA6_Adoption_Intention_GAM.pngimage/pngmice_imputation_object.rdsapplication/octet-streamREADME.txttext/plainReplication Data.zipapplication/zipsample_flow.rdsapplication/octet-streamsurvey_raw_clean.rdsapplication/octet-stream