Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producers (doi:10.7910/DVN/CXCJG6)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producers

Identification Number:

doi:10.7910/DVN/CXCJG6

Distributor:

Harvard Dataverse

Date of Distribution:

2026-03-13

Version:

1

Bibliographic Citation:

Diedrich, 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]

Study Description

Citation

Title:

Replication Data for: How Farmers Weigh Solar Adoption: Identifying Distinct Evaluation Styles Among U.S. Agricultural Producers

Identification Number:

doi:10.7910/DVN/CXCJG6

Authoring Entity:

Diedrich, Graham (University of Michigan)

Distributor:

Harvard Dataverse

Access Authority:

Diedrich, Graham

Depositor:

Diedrich, Graham

Date of Deposit:

2026-03-12

Holdings Information:

https://doi.org/10.7910/DVN/CXCJG6

Study Scope

Keywords:

Social Sciences

Abstract:

Replication 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. All scripts are organized to run sequentially through a master replication file.

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

File Description--f13597026

File: coa_2022_va.tab

  • Number of cases: 99

  • No. of variables per record: 29

  • Type of File: text/tab-separated-values

Notes:

UNF:6:63KqykXYjYLDG5kF69BVgQ==

File Description--f13597027

File: survey_data_raw.tab

  • Number of cases: 129

  • No. of variables per record: 247

  • Type of File: text/tab-separated-values

Notes:

UNF:6:kSsdRFndvy0Te03zz7caFA==

File Description--f13597010

File: Table_3.tab

  • Number of cases: 46

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:QkL/Y9nc6rupyF60CsQdoA==

File Description--f13597007

File: Table_4.tab

  • Number of cases: 13

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:nQptYqwppjbGpOkfkyfCIQ==

File Description--f13597025

File: Table_5.tab

  • Number of cases: 19

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:7JMku8lF4XwqKXwDYI3Vvw==

File Description--f13597024

File: TableA10_Adoption_Intention_without_Class.tab

  • Number of cases: 11

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:cnU7/7v80T3Y1N49PbLiKw==

File Description--f13597000

File: TableA1_Sample_Population_Comparison.tab

  • Number of cases: 14

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:chkbOw5NGv43aeF2EF4I6A==

File Description--f13596999

File: TableA3_LCA_Fit_Statistics.tab

  • Number of cases: 6

  • No. of variables per record: 9

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Fu/t8FppIFb+RYOc8XLcOA==

File Description--f13597008

File: TableA4_Solar_Evaluation_Factor_Endorsements.tab

  • Number of cases: 68

  • No. of variables per record: 14

  • Type of File: text/tab-separated-values

Notes:

UNF:6:eDWggUBl9kEDKJmZjMpgWQ==

File Description--f13596995

File: TableA5_BVRs_by_Item_Pair_Type.tab

  • Number of cases: 4

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:AkRa1c+8cEKVNWChJucrNA==

File Description--f13597020

File: TableA6_LCA_Classification_Stability.tab

  • Number of cases: 4

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:C228JRO8JbETR1Y0zRS0hA==

File Description--f13597013

File: TableA7_LCA_Overselection_Specifications.tab

  • Number of cases: 4

  • No. of variables per record: 9

  • Type of File: text/tab-separated-values

Notes:

UNF:6:BVTLEPltxF2dQaZVALxq5w==

File Description--f13597012

File: TableA9_Binary_Logistic_Regression.tab

  • Number of cases: 12

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:aI7fFMFUIMJZ/R2YikopIA==

File Description--f13597016

File: variable_dictionary.tab

  • Number of cases: 246

  • No. of variables per record: 3

  • Type of File: text/tab-separated-values

Notes:

UNF:6:uMn6+I0i4y+Tei/VBMrRJA==

Variable Description

List of Variables:

Variables

state

f13597026 Location:

Variable Format: character

Notes: UNF:6:JjNgLNphPmmUmzNv0dik/g==

county_id

f13597026 Location:

Summary Statistics: Mean 117.44897959183682; StDev 123.79398603457874; Max. 810.0; Min. 1.0; Valid 98.0

Variable Format: numeric

Notes: UNF:6:xjJAe87OH8Oruhm5AdzQ3Q==

county

f13597026 Location:

Variable Format: character

Notes: UNF:6:D7/MQcDDCieJXyVpwudLyA==

year

f13597026 Location:

Summary Statistics: Mean 2022.0; Valid 99.0; Max. 2022.0; StDev 0.0; Min. 2022.0

Variable Format: numeric

Notes: UNF:6:NP9cNTZsK0uJ8B4B9rNYGg==

total_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:bWXOnFlG81jYYE1QaRsYOQ==

white_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:j0wLzmdc3rLYbc3O6odB8Q==

hispanic_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:dkAF8rvrOmBdgWrXs5VR7Q==

native_producers

f13597026 Location:

Summary Statistics: Max. 218.0; Valid 59.0; Mean 7.389830508474578; StDev 28.253786410364555; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Hn9Plmt8VXDzULEFCAgSlw==

asian_producers

f13597026 Location:

Summary Statistics: Max. 344.0; Min. 1.0; Mean 13.230769230769234; StDev 47.46747715680681; Valid 52.0

Variable Format: numeric

Notes: UNF:6:Vwl9DPRoPLWOIPvjU2xpcw==

black_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:YczuHYoqM17Q8m78HJhSzw==

hawaiian_producers

f13597026 Location:

Summary Statistics: Mean 5.839999999999998; Max. 73.0; Valid 25.0; StDev 14.194130242228061; Min. 1.0

Variable Format: numeric

Notes: UNF:6:aLx75RPzUpkBrP8ALfhp1Q==

multirace_producers

f13597026 Location:

Summary Statistics: Min. 1.0; Valid 75.0; Mean 14.213333333333342; Max. 533.0; StDev 61.095470998892935

Variable Format: numeric

Notes: UNF:6:RPKpB1Uccx7M0HtvMV2+eg==

military_reserve_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:vduRCtF8XnKtW7Kfqg4CCg==

military_active_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:+h3SsDyCcLc3D4mT+lvaog==

male_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:WwjiCrDT90WJEu5tS5WONQ==

female_producers

f13597026 Location:

Variable Format: character

Notes: UNF:6:xxnhwhwtg3eIUtSiDYE6uQ==

fulltime_producer

f13597026 Location:

Variable Format: character

Notes: UNF:6:aGEnjOET/yxY68hhmBlTuA==

yrs_farming_lt6

f13597026 Location:

Variable Format: character

Notes: UNF:6:sZgy0MGW5VAPC8jnlK84Mw==

yrs_farming_6_10

f13597026 Location:

Variable Format: character

Notes: UNF:6:eyIcc1uVbbmEmNZ/KSKVSw==

yrs_farming_ge11

f13597026 Location:

Variable Format: character

Notes: UNF:6:bU8mPk0gIUfq4FF3DNZK/g==

yrs_farming_avg

f13597026 Location:

Summary Statistics: Valid 99.0; Min. 13.0; Mean 22.322222222222223; StDev 2.6450784315965095; Max. 28.0

Variable Format: numeric

Notes: UNF:6:/jReqmqIwmp+NS12E+YU9w==

age_lt25

f13597026 Location:

Variable Format: character

Notes: UNF:6:TANj7RKJcRBlX+xr2SJV9A==

age_25_34

f13597026 Location:

Variable Format: character

Notes: UNF:6:G4vzhCItUeH88VVhTzIddw==

age_35_44

f13597026 Location:

Variable Format: character

Notes: UNF:6:SOm/U0XgpAyUlgdRc+KMsA==

age_45_54

f13597026 Location:

Variable Format: character

Notes: UNF:6:CwgVm2rGW8X9bvGScrQtuw==

age_55_64

f13597026 Location:

Variable Format: character

Notes: UNF:6:ZxwMOij/EYY3z8jxN5u1lg==

age_65_75

f13597026 Location:

Variable Format: character

Notes: UNF:6:JIdfaVRHojwIJvUvIkcomA==

age_ge75

f13597026 Location:

Variable Format: character

Notes: UNF:6:D2Wj32lAWIzD2veWS3FkhA==

age_avg

f13597026 Location:

Summary Statistics: Mean 59.233333333333334; Valid 99.0; StDev 2.2958258484760146; Min. 49.5; Max. 64.9

Variable Format: numeric

Notes: UNF:6:VJV7CNx9kIFUp9ybXYdIyQ==

respondent_id

f13597027 Location:

Summary Statistics: Valid 129.0; Max. 129.0; StDev 37.383151285037485; Min. 1.0; Mean 65.0;

Variable Format: numeric

Notes: UNF:6:u7AH8o6NqL0GN86UCjtFOg==

source

f13597027 Location:

Summary Statistics: Valid 129.0; Max. 1.0; Min. 0.0; StDev 0.4502906038404273; Mean 0.7209302325581398

Variable Format: numeric

Notes: UNF:6:HAHb43naVvkr2qosVqpktg==

finished

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.30220443309098716; Valid 129.0; Max. 1.0; Mean 0.8992248062015505

Variable Format: numeric

Notes: UNF:6:bKuEIM0b76YeAuEENrBC1w==

familiarity_distributed

f13597027 Location:

Summary Statistics: StDev 1.3075401685372643; Valid 127.0; Min. 0.0; Mean 2.448818897637795; Max. 4.0

Variable Format: numeric

Notes: UNF:6:3DFjcPrldPa6EvypHxu59w==

familiarity_utility

f13597027 Location:

Summary Statistics: Mean 2.3730158730158726; StDev 1.3189943258960712; Max. 4.0; Valid 126.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:f0DzVO5kEbYOTE3QxZfPdQ==

familiarity_shared

f13597027 Location:

Summary Statistics: Max. 4.0; Valid 125.0; Min. 0.0; StDev 1.3335859975656712; Mean 1.5759999999999998

Variable Format: numeric

Notes: UNF:6:iz20Ptp+m/JydjjsDDghBQ==

familiarity_agrivoltaics

f13597027 Location:

Summary Statistics: StDev 1.3593726542962166; Min. 0.0; Max. 4.0; Valid 127.0; Mean 1.8188976377952755

Variable Format: numeric

Notes: UNF:6:t47ndS3HqUPD65rV/iq0pg==

install_distributed

f13597027 Location:

Summary Statistics: Max. 4.0; Valid 125.0; Min. 0.0; Mean 1.536; StDev 1.532150081084663

Variable Format: numeric

Notes: UNF:6:ksxR8KkZIMW1WvgBODVONg==

install_utility

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 1.3349141559774576; Max. 4.0; Mean 0.8790322580645162; Valid 124.0

Variable Format: numeric

Notes: UNF:6:s3Adnm/2o7To5AiNt0tCQg==

install_shared

f13597027 Location:

Summary Statistics: Valid 122.0; Max. 4.0; Min. 0.0; StDev 1.201909919367707; Mean 1.040983606557377;

Variable Format: numeric

Notes: UNF:6:s2xDxE6BEyUnxnCpY3rVew==

install_agrivoltaics

f13597027 Location:

Summary Statistics: Mean 1.225; Min. 0.0; StDev 1.3930348949281197; Valid 120.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:KmL49x2qxqgMG1Xc2FOquA==

distributed_benefit_bills

f13597027 Location:

Summary Statistics: Mean 0.6201550387596898; Valid 129.0; Min. 0.0; Max. 1.0; StDev 0.48724029059099105

Variable Format: numeric

Notes: UNF:6:V7KmES3a3WfVp8SHxT/7yg==

distributed_benefit_sufficiency

f13597027 Location:

Summary Statistics: StDev 0.5019342431993697; Min. 0.0; Valid 129.0; Mean 0.49612403100775193; Max. 1.0

Variable Format: numeric

Notes: UNF:6:UT2pm6iVFD1IDtodbQfr+Q==

distributed_benefit_footprint

f13597027 Location:

Summary Statistics: StDev 0.45029060384042696; Max. 1.0; Min. 0.0; Mean 0.2790697674418604; Valid 129.0;

Variable Format: numeric

Notes: UNF:6:pLR/DSPzFmUVZfhQXNvhmw==

distributed_benefit_revenue

f13597027 Location:

Summary Statistics: StDev 0.4576280690827463; Min. 0.0; Max. 1.0; Mean 0.2945736434108527; Valid 129.0;

Variable Format: numeric

Notes: UNF:6:BOVDS0ahHU78Lp1108+jcg==

distributed_benefit_property

f13597027 Location:

Summary Statistics: StDev 0.31225765797052973; Mean 0.10852713178294572; Valid 129.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:dPtgc8+bqD5Lz7IKfwQI+A==

distributed_benefit_none

f13597027 Location:

Summary Statistics: StDev 0.47324236215002236; Min. 0.0; Mean 0.33333333333333337; Max. 1.0; Valid 129.0

Variable Format: numeric

Notes: UNF:6:YNRGrXm2KYYuF3xf3GVJsA==

distributed_benefit_other

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 128.0; Mean 0.0859375; StDev 0.2813730045980521; Min. 0.0

Variable Format: numeric

Notes: UNF:6:44HZZCWejPCiLa47lKNzIw==

distributed_benefit_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:whT1Vc9nJuWRXSMLpmkNtw==

distributed_cost_cost

f13597027 Location:

Summary Statistics: Mean 0.3125; Min. 0.0; StDev 0.4653336792785003; Valid 128.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Kxjz36kZcCDekfMMGibI3A==

distributed_cost_space

f13597027 Location:

Summary Statistics: Mean 0.15625; Max. 1.0; Min. 0.0; StDev 0.3645188825671882; Valid 128.0;

Variable Format: numeric

Notes: UNF:6:yMz7cjKNqlPbA0qxIohprg==

distributed_cost_regulatory

f13597027 Location:

Summary Statistics: Mean 0.1484375; Min. 0.0; StDev 0.3569301250570318; Max. 1.0; Valid 128.0

Variable Format: numeric

Notes: UNF:6:D7tLcISgHpztaC2f5CFyQQ==

distributed_cost_incentives

f13597027 Location:

Summary Statistics: StDev 0.3854355088676483; Max. 1.0; Valid 128.0; Min. 0.0; Mean 0.1796875

Variable Format: numeric

Notes: UNF:6:2hS83G+1Qq26oy2aVneQpA==

distributed_cost_reliability

f13597027 Location:

Summary Statistics: Mean 0.3828125; StDev 0.4879830536298584; Valid 128.0; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:s2O9ozvr26ZXGqWZTE4vsw==

distributed_cost_qualified

f13597027 Location:

Summary Statistics: Mean 0.1171875; Valid 128.0; Min. 0.0; StDev 0.32290740609869234; Max. 1.0

Variable Format: numeric

Notes: UNF:6:iXFqMiaiXAZinVNxueu+nA==

distributed_cost_aesthetics

f13597027 Location:

Summary Statistics: StDev 0.4434008690887529; Valid 128.0; Min. 0.0; Max. 1.0; Mean 0.265625

Variable Format: numeric

Notes: UNF:6:4W3R6iFJwf4CM91SsmcXNg==

distributed_cost_wildlife

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 128.0; Mean 0.203125; Min. 0.0; StDev 0.4039056372217743

Variable Format: numeric

Notes: UNF:6:VqJ2sWdaFwFh+MAD0RNMgA==

distributed_cost_property

f13597027 Location:

Summary Statistics: Mean 0.25; StDev 0.43471413360133104; Min. 0.0; Max. 1.0; Valid 128.0

Variable Format: numeric

Notes: UNF:6:tMRBuEoOVd52PR9NxJtx9w==

distributed_cost_transition

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 128.0; StDev 0.4434008690887529; Mean 0.265625; Min. 0.0

Variable Format: numeric

Notes: UNF:6:oIcl5ZTZXpLfbKkU/wYJ1Q==

distributed_cost_personal

f13597027 Location:

Summary Statistics: Valid 128.0; Mean 0.1015625; Max. 1.0; Min. 0.0; StDev 0.30325903664538445;

Variable Format: numeric

Notes: UNF:6:/mlM2MMcVC7EnoWroZTz+Q==

distributed_cost_none

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.203125; Valid 128.0; StDev 0.4039056372217743

Variable Format: numeric

Notes: UNF:6:9PswTpfdeOU8WsepG5m1ng==

distributed_cost_other

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 128.0; Min. 0.0; StDev 0.3569301250570318; Mean 0.1484375;

Variable Format: numeric

Notes: UNF:6:Z5N8BLw0Px+PBWoGOo2+2Q==

distributed_cost_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:h2LXFFY8dOWEm3TkJ9EiGA==

distributed_mitigation_incentives

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 128.0; Mean 0.28125; Min. 0.0; StDev 0.4513758494650716

Variable Format: numeric

Notes: UNF:6:NSj7A56VnhvNvuMZsJffkg==

distributed_mitigation_cost

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.47682513013096267; Valid 128.0; Max. 1.0; Mean 0.34375

Variable Format: numeric

Notes: UNF:6:qcVOVOBzL+z2P7aTNXv2Ng==

distributed_mitigation_information

f13597027 Location:

Summary Statistics: Mean 0.1328125; Valid 128.0; Min. 0.0; StDev 0.3407054688956916; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:MFEcofTudLn5ZHUUciON3g==

distributed_mitigation_regulatory

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.2926259066792319; Mean 0.09375; Valid 128.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:39GVwH3DVi9xz9ipqQ5Eig==

distributed_mitigation_performance

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 128.0; Max. 1.0; StDev 0.4620835004815935; Mean 0.3046875

Variable Format: numeric

Notes: UNF:6:Lnl4WgzKoTLQ0Y6gNCLDgw==

distributed_mitigation_storage

f13597027 Location:

Summary Statistics: Mean 0.2578125; Max. 1.0; StDev 0.43914902946350703; Valid 128.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:rlnXxE0a5CT63XDObMB9tw==

distributed_mitigation_property

f13597027 Location:

Summary Statistics: Mean 0.171875; Valid 128.0; Min. 0.0; Max. 1.0; StDev 0.37875417411488527;

Variable Format: numeric

Notes: UNF:6:z5qdT95cmCQcoBGyPzB6Ng==

distributed_mitigation_minimal

f13597027 Location:

Summary Statistics: StDev 0.4095771537596912; Valid 128.0; Max. 1.0; Mean 0.2109375; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:7eeccK+pOY6w89/zh5dz4Q==

distributed_mitigation_noconcern

f13597027 Location:

Summary Statistics: Valid 128.0; StDev 0.26942268404342895; Min. 0.0; Max. 1.0; Mean 0.078125

Variable Format: numeric

Notes: UNF:6:WYfDW8JBmar4XT144nRc+g==

distributed_mitigation_remain

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 128.0; Max. 1.0; StDev 0.4202519632297096; Mean 0.2265625;

Variable Format: numeric

Notes: UNF:6:KeiQaWziMk5M9iUbp3gsiA==

distributed_mitigation_other

f13597027 Location:

Summary Statistics: Valid 128.0; Max. 1.0; Mean 0.1015625; StDev 0.30325903664538445; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Wat8g85+6VbHqO2d/thtDA==

distributed_mitigation_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:EJQj5f3j/yV3fAv1p1/ooA==

utility_paid

f13597027 Location:

Summary Statistics: StDev 0.46894779580026275; Max. 6.0; Mean 5.902439024390244; Min. 2.0; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:2uib/1sxJlJJVrZXozDaZQ==

utility_benefit_property

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.07936507936507939; StDev 0.2713867971195238; Max. 1.0; Valid 126.0;

Variable Format: numeric

Notes: UNF:6:T1Wme2BQct2ts8RyFo4egQ==

utility_benefit_emissions

f13597027 Location:

Summary Statistics: Mean 0.1428571428571429; Valid 126.0; Min. 0.0; Max. 1.0; StDev 0.3513240262614724

Variable Format: numeric

Notes: UNF:6:IiXNG5NLLLYRCpMJLwNlsg==

utility_benefit_revenue

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 126.0; Min. 0.0; Mean 0.3412698412698412; StDev 0.4760285438954004

Variable Format: numeric

Notes: UNF:6:aDjFYNJrU66JcVnT76s31w==

utility_benefit_development

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.30540111537098436; Mean 0.10317460317460317; Valid 126.0;

Variable Format: numeric

Notes: UNF:6:dfeZNVIoPMjgjkCz4B510Q==

utility_benefit_reliability

f13597027 Location:

Summary Statistics: StDev 0.37416573867739467; Min. 0.0; Mean 0.16666666666666669; Max. 1.0; Valid 126.0;

Variable Format: numeric

Notes: UNF:6:pAygUIM4JoVuE04qP4IoMA==

utility_benefit_use

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.4810702354423634; Min. 0.0; Valid 126.0; Mean 0.3571428571428571

Variable Format: numeric

Notes: UNF:6:CSdBnq1LvkVUDg4mu/UZpQ==

utility_benefit_none

f13597027 Location:

Summary Statistics: StDev 0.4956317117081928; Max. 1.0; Min. 0.0; Valid 126.0; Mean 0.5793650793650793

Variable Format: numeric

Notes: UNF:6:O38Hfnyl7c55pHt4U1W1QA==

utility_benefit_other

f13597027 Location:

Summary Statistics: Valid 126.0; Min. 0.0; Max. 1.0; Mean 0.1587301587301586; StDev 0.36688305303348967

Variable Format: numeric

Notes: UNF:6:kxYP1IvDicpfxy8krHNkbw==

utility_benefit_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:EXHpU6HP5alwWuJ4vWoueQ==

utility_cost_community

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 123.0; StDev 0.4761400175090205; Mean 0.3414634146341463;

Variable Format: numeric

Notes: UNF:6:mPtI8JgixSayMzbcy4+0Pw==

utility_cost_negligible

f13597027 Location:

Summary Statistics: Mean 0.11382113821138214; Valid 123.0; Max. 1.0; Min. 0.0; StDev 0.3188928601753655;

Variable Format: numeric

Notes: UNF:6:zVEFxur/vpISC57+7kxnKA==

utility_cost_regulatory

f13597027 Location:

Summary Statistics: Valid 123.0; Mean 0.14634146341463414; StDev 0.35489381531937036; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:WniLTpIGu6ch4EJkuJpRgQ==

utility_cost_breach

f13597027 Location:

Summary Statistics: Mean 0.20325203252032525; StDev 0.40406438363568253; Max. 1.0; Min. 0.0; Valid 123.0

Variable Format: numeric

Notes: UNF:6:bKgl0PtKe8c3SEKy8qg0XA==

utility_cost_agricultural

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 123.0; Mean 0.4634146341463415; StDev 0.5006992311877014

Variable Format: numeric

Notes: UNF:6:HSTdSmmq3/HwaaTMte4IcA==

utility_cost_personal

f13597027 Location:

Summary Statistics: Mean 0.10569105691056914; Max. 1.0; Min. 0.0; StDev 0.3086992310441254; Valid 123.0

Variable Format: numeric

Notes: UNF:6:vmuADME7P31R2eDeyavSTQ==

utility_cost_erosion

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.3008130081300813; StDev 0.46048725707424537; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:PnwvBOIPTV7zloUjQBj4Fg==

utility_cost_complex

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.17073170731707316; StDev 0.37781331744509006; Min. 0.0; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:nZuQBXfblUosSeHnNb4Ccw==

utility_cost_wildlife

f13597027 Location:

Summary Statistics: StDev 0.4359556289453886; Min. 0.0; Max. 1.0; Valid 123.0; Mean 0.2520325203252033

Variable Format: numeric

Notes: UNF:6:qsGijxeK+FRI8m17SKae1g==

utility_cost_transition

f13597027 Location:

Summary Statistics: Valid 123.0; Max. 1.0; StDev 0.47333256368751364; Mean 0.33333333333333337; Min. 0.0

Variable Format: numeric

Notes: UNF:6:F/mT00kG+JlHn2jcpj8SoQ==

utility_cost_property

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.21951219512195116; Valid 123.0; Max. 1.0; StDev 0.4156090803109881

Variable Format: numeric

Notes: UNF:6:0xgxC8NR+bDOQB5wQQrNKA==

utility_cost_none

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 123.0; StDev 0.29793370773096306; Max. 1.0; Mean 0.09756097560975607;

Variable Format: numeric

Notes: UNF:6:J4H0PO0PEKFWKodt/jIPrg==

utility_cost_other

f13597027 Location:

Summary Statistics: Valid 123.0; StDev 0.2744143072955815; Min. 0.0; Max. 1.0; Mean 0.08130081300813012

Variable Format: numeric

Notes: UNF:6:OoAQfaNon1zfhZM+G5/Uuw==

utility_cost_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:0uGTki1PxPYrEhyatkAMDw==

utility_mitigation_payment

f13597027 Location:

Summary Statistics: Valid 124.0; StDev 0.4087298101403308; Max. 1.0; Mean 0.20967741935483875; Min. 0.0

Variable Format: numeric

Notes: UNF:6:HoDv008knGlMepQQ5xBmig==

utility_mitigation_incentives

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.12903225806451618; Valid 124.0; StDev 0.33659562807192883; Max. 1.0

Variable Format: numeric

Notes: UNF:6:yhMrk7DlgwOKmv2pwSauVA==

utility_mitigation_community

f13597027 Location:

Summary Statistics: Mean 0.12096774193548385; Max. 1.0; Min. 0.0; StDev 0.3274126690608147; Valid 124.0;

Variable Format: numeric

Notes: UNF:6:NSJkJ1/GQc2AjVBwhGpimA==

utility_mitigation_environmental

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.3835729988880906; Valid 124.0; Mean 0.17741935483870966; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:UeTuosUmiUKqhcH41X04Qw==

utility_mitigation_information

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.15322580645161285; Min. 0.0; Valid 124.0; StDev 0.3616663071155457;

Variable Format: numeric

Notes: UNF:6:AKEBPB6ULdhb/qStvVlFqg==

utility_mitigation_minimal

f13597027 Location:

Summary Statistics: Mean 0.3064516129032258; Min. 0.0; Max. 1.0; StDev 0.4628898155927508; Valid 124.0

Variable Format: numeric

Notes: UNF:6:1WhoRtC2XCzDpK4s21mCRg==

utility_mitigation_property

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.13709677419354838; StDev 0.345344824008098; Valid 124.0

Variable Format: numeric

Notes: UNF:6:EwwFfjHQCp7wsSw4ro/K7Q==

utility_mitigation_noconcern

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.2854776848082393; Min. 0.0; Mean 0.0887096774193548; Valid 124.0

Variable Format: numeric

Notes: UNF:6:/U7v8aqGRGmbutPbZUA4ow==

utility_mitigation_remain

f13597027 Location:

Summary Statistics: StDev 0.4723539769811331; Max. 1.0; Mean 0.33064516129032256; Min. 0.0; Valid 124.0;

Variable Format: numeric

Notes: UNF:6:LRhdd3VI0LCBQ4D0jrLf6Q==

utility_mitigation_other

f13597027 Location:

Summary Statistics: StDev 0.31775834299409816; Mean 0.11290322580645165; Max. 1.0; Min. 0.0; Valid 124.0

Variable Format: numeric

Notes: UNF:6:UvYMoENKygx8tux4l19RZA==

utility_mitigation_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:AlFffBRbHh0dOtfRA5ky0A==

shared_benefit_bills

f13597027 Location:

Summary Statistics: Valid 125.0; Max. 1.0; Mean 0.38400000000000006; StDev 0.48831507544128355; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:fpPjodhk8e5oc8vfWHwotw==

shared_benefit_access

f13597027 Location:

Summary Statistics: Valid 125.0; Max. 1.0; Min. 0.0; Mean 0.24799999999999983; StDev 0.43358966777357594

Variable Format: numeric

Notes: UNF:6:cnDeBY/GRvo/7Yg0md0yNw==

shared_benefit_footprint

f13597027 Location:

Summary Statistics: Mean 0.23199999999999993; Min. 0.0; Max. 1.0; Valid 125.0; StDev 0.4238076252567976

Variable Format: numeric

Notes: UNF:6:VHivERYyPX0dUTJhpXHIRw==

shared_benefit_upfront

f13597027 Location:

Summary Statistics: Mean 0.24799999999999983; Min. 0.0; Valid 125.0; Max. 1.0; StDev 0.4335896677735758

Variable Format: numeric

Notes: UNF:6:Ibmq3TtISAVlumE59k0GHw==

shared_benefit_none

f13597027 Location:

Summary Statistics: Mean 0.5119999999999999; Max. 1.0; StDev 0.5018674802594156; Min. 0.0; Valid 125.0

Variable Format: numeric

Notes: UNF:6:WSC986DIDtZ8KHtctEagvg==

shared_benefit_other

f13597027 Location:

Summary Statistics: Mean 0.11999999999999991; StDev 0.32626923376749145; Max. 1.0; Min. 0.0; Valid 125.0

Variable Format: numeric

Notes: UNF:6:ne9mthjWsWBB1iQr0qDH+Q==

shared_benefit_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:UrYvSepCKbbh0mY7O9Vltg==

shared_cost_uncertainty

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.5016300232853186; Mean 0.4796747967479675; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:v+TFRORIYpjcwEvXza6V2g==

shared_cost_reliability

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.46723941928098084; Mean 0.31707317073170727; Valid 123.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:63+sCFmVE3Anji3xBzYdtg==

shared_cost_information

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4787918510988484; Mean 0.34959349593495936; Valid 123.0

Variable Format: numeric

Notes: UNF:6:idaodGEi8aOXF95kuCUBfA==

shared_cost_commitment

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.49829778218261095; Mean 0.4390243902439025; Valid 123.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:cx4Qqvu9QbaZm8tYSFVcWA==

shared_cost_rates

f13597027 Location:

Summary Statistics: Valid 123.0; StDev 0.3914997120350461; Max. 1.0; Min. 0.0; Mean 0.18699186991869918;

Variable Format: numeric

Notes: UNF:6:uMfS+lBAaxk4/cbeckxOtg==

shared_cost_difficulty

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 123.0; Mean 0.11382113821138215; StDev 0.31889286017536544

Variable Format: numeric

Notes: UNF:6:C2GLt4U2NvfDFnpk5zT0mw==

shared_cost_otherforms

f13597027 Location:

Summary Statistics: Valid 123.0; Mean 0.13821138211382117; Min. 0.0; Max. 1.0; StDev 0.3465332584524143

Variable Format: numeric

Notes: UNF:6:xwY4+NV7jHsWOodcf9BC9A==

shared_cost_none

f13597027 Location:

Summary Statistics: Mean 0.10569105691056917; Min. 0.0; Max. 1.0; Valid 123.0; StDev 0.3086992310441254;

Variable Format: numeric

Notes: UNF:6:LuK1SJgTfPY7AX0CvTwJIg==

shared_cost_other

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.38480398086799605; Min. 0.0; Mean 0.17886178861788624; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:Awc8ZBKuTrNXnkV0eH2MNA==

shared_cost_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:RUejXPK0xU4eG4ycDPFBIw==

shared_mitigation_cost

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 123.0; StDev 0.4836387468193894; Mean 0.36585365853658536; Min. 0.0

Variable Format: numeric

Notes: UNF:6:/tn6BWv9mIgBWDRtsMy4qg==

shared_mitigation_flexible

f13597027 Location:

Summary Statistics: Mean 0.24390243902439024; Max. 1.0; Valid 123.0; StDev 0.43119094349035253; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4loSvkrAI1cB7cEQesWIhA==

shared_mitigation_assurance

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.43595562894538853; Mean 0.2520325203252033; Valid 123.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:U3/xMeBzUaEgtxH6TcBvaw==

shared_mitigation_support

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 123.0; Max. 1.0; Mean 0.1788617886178862; StDev 0.3848039808679959;

Variable Format: numeric

Notes: UNF:6:HCb3ZjTa6GW6DsCj0V/efA==

shared_mitigation_testimonial

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.1626016260162603; Valid 123.0; StDev 0.370511028128108; Max. 1.0

Variable Format: numeric

Notes: UNF:6:dvnA2DPjvFQNVdEc0NQLTA==

shared_mitigation_incentives

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.3548938153193703; Max. 1.0; Mean 0.14634146341463408; Valid 123.0

Variable Format: numeric

Notes: UNF:6:gnxzGn9plD6OshwIkR93vw==

shared_mitigation_none

f13597027 Location:

Summary Statistics: Mean 0.06504065040650407; Min. 0.0; Valid 123.0; StDev 0.24760615866615576; Max. 1.0

Variable Format: numeric

Notes: UNF:6:r6Lk3t+8+FH6myPHWhUQhA==

shared_mitigation_remain

f13597027 Location:

Summary Statistics: StDev 0.4672394192809807; Mean 0.31707317073170727; Min. 0.0; Max. 1.0; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:cy9rmHyc9gZ8teeSEUcxbg==

shared_mitigation_other

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.31889286017536567; Mean 0.11382113821138215; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:0zzdQ8yPaZXVJcQ4vEjyxA==

shared_mitigation_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:e7rlDMu7KacrHDjJwgbLNw==

agrivoltaics_picture_crops

f13597027 Location:

Summary Statistics: StDev 0.33330959417912914; Max. 1.0; Mean 0.12605042016806722; Min. 0.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:owHb8RKdWQSfP8Qpi9LcTQ==

agrivoltaics_picture_greenhouse

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.32355207026610033; Valid 119.0; Mean 0.1176470588235294; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:y7pZH4u0KVKySi1SarqrfA==

agrivoltaics_picture_livestock

f13597027 Location:

Summary Statistics: Valid 119.0; Max. 1.0; StDev 0.4991090195707671; Mean 0.4453781512605042; Min. 0.0

Variable Format: numeric

Notes: UNF:6:IdhOVwnUexV/KTHJvLLK8Q==

agrivoltaics_picture_fields

f13597027 Location:

Summary Statistics: Valid 119.0; Mean 0.07563025210084033; Min. 0.0; Max. 1.0; StDev 0.26552359100866957

Variable Format: numeric

Notes: UNF:6:aepUB/yHNWdjmiULboxwEQ==

agrivoltaics_picture_native

f13597027 Location:

Summary Statistics: Valid 119.0; Max. 1.0; StDev 0.2786113243337422; Min. 0.0; Mean 0.08403361344537814

Variable Format: numeric

Notes: UNF:6:QQAhCoIGo8noFw9exGvjUg==

agrivoltaics_picture_unfamiliar

f13597027 Location:

Summary Statistics: Valid 119.0; StDev 0.47990527480082484; Max. 1.0; Mean 0.3529411764705882; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JU9g13G3lTwITLqiCxHvSA==

agrivoltaics_picture_other

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 119.0; Max. 1.0; Mean 0.08403361344537816; StDev 0.2786113243337422;

Variable Format: numeric

Notes: UNF:6:RWpoIRvxmtJJh8cyg4qLmA==

agrivoltaics_picture_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:17jcLPAH+KdJEaz7q4YQag==

agrivoltaics_benefit_yield

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.19906977818980515; Valid 122.0; Mean 0.04098360655737704; Max. 1.0

Variable Format: numeric

Notes: UNF:6:eEQx88FlNbXdOWxvzqLl1A==

agrivoltaics_benefit_water

f13597027 Location:

Summary Statistics: StDev 0.21713609307435305; Min. 0.0; Mean 0.049180327868852444; Valid 122.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:idk9/k0nfKyGTCzgEOwtBg==

agrivoltaics_benefit_cost

f13597027 Location:

Summary Statistics: Mean 0.35245901639344257; StDev 0.4797060247769341; Min. 0.0; Valid 122.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:oK97makmN8mkrltkpMh8Hg==

agrivoltaics_benefit_sufficiency

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.44169618009759; Valid 122.0; Mean 0.26229508196721313;

Variable Format: numeric

Notes: UNF:6:Dt3wMckFXohW9iRDjfxjAQ==

agrivoltaics_benefit_property

f13597027 Location:

Summary Statistics: StDev 0.19906977818980495; Mean 0.04098360655737707; Min. 0.0; Max. 1.0; Valid 122.0

Variable Format: numeric

Notes: UNF:6:xKdc+zvO07aRqDgHnsaTpw==

agrivoltaics_benefit_footprint

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.13934426229508193; Valid 122.0; Max. 1.0; StDev 0.34773348230918605;

Variable Format: numeric

Notes: UNF:6:+VRzfQI3RX7CISZ0dXyDWQ==

agrivoltaics_benefit_agricultural

f13597027 Location:

Summary Statistics: StDev 0.45796034672912866; Max. 1.0; Min. 0.0; Mean 0.2950819672131148; Valid 122.0;

Variable Format: numeric

Notes: UNF:6:lpauYeOOwljkLRUlsJ6ipA==

agrivoltaics_benefit_revenue

f13597027 Location:

Summary Statistics: StDev 0.4615701599972842; Mean 0.30327868852459017; Max. 1.0; Min. 0.0; Valid 122.0;

Variable Format: numeric

Notes: UNF:6:uqu3ADc/v97xsYQ6YoDLcQ==

agrivoltaics_benefit_none

f13597027 Location:

Summary Statistics: StDev 0.4987452077752971; Max. 1.0; Mean 0.44262295081967223; Valid 122.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:ERwaFwjeyC6ooVBkAtOexA==

agrivoltaics_benefit_other

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.13114754098360648; StDev 0.33895365665167254; Valid 122.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:eCM5XktIRiidMtpHpYZd1w==

agrivoltaics_benefit_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:Emq4MFT1mS56w20YEbNBYg==

agrivoltaics_cost_cost

f13597027 Location:

Summary Statistics: Valid 121.0; Min. 0.0; Max. 1.0; StDev 0.4553024000399009; Mean 0.2892561983471075;

Variable Format: numeric

Notes: UNF:6:n9IKMB93BvqVVT61m1gN1g==

agrivoltaics_cost_construction

f13597027 Location:

Summary Statistics: Mean 0.12396694214876032; StDev 0.3309140858763872; Valid 121.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:PXVPo1tvnFhb35mFLhEnNQ==

agrivoltaics_cost_shift

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.19008264462809915; Max. 1.0; Valid 121.0; StDev 0.393997664688021

Variable Format: numeric

Notes: UNF:6:CZNHl0LoNA/yzkq9hYZ0Og==

agrivoltaics_cost_information

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.28099173553719015; Max. 1.0; Valid 121.0; StDev 0.45135242135659626

Variable Format: numeric

Notes: UNF:6:HqaEq6n/9XkwBhRirC/2Mg==

agrivoltaics_cost_insurance

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.21487603305785125; Valid 121.0; StDev 0.41244416935806655

Variable Format: numeric

Notes: UNF:6:kR8aeGC6n3hSghNhp6Er3Q==

agrivoltaics_cost_yield

f13597027 Location:

Summary Statistics: StDev 0.43834776186331587; Max. 1.0; Valid 121.0; Mean 0.256198347107438; Min. 0.0

Variable Format: numeric

Notes: UNF:6:AKSW/rAWxd7ZWnQif5Sl2w==

agrivoltaics_cost_property

f13597027 Location:

Summary Statistics: StDev 0.4383477618633158; Max. 1.0; Min. 0.0; Mean 0.25619834710743805; Valid 121.0

Variable Format: numeric

Notes: UNF:6:2IIndFD0Xf9nFyHq8yO7Sg==

agrivoltaics_cost_transition

f13597027 Location:

Summary Statistics: Mean 0.31404958677685946; Valid 121.0; Min. 0.0; StDev 0.46606612283451204; Max. 1.0

Variable Format: numeric

Notes: UNF:6:W/lUBmV8d3NUotzTvIlJzA==

agrivoltaics_cost_knowledge

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.4286566883577456; Valid 121.0; Max. 1.0; Mean 0.2396694214876034

Variable Format: numeric

Notes: UNF:6:+MunKty9wbuU1ssb2VQ98w==

agrivoltaics_cost_none

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.2634795772034444; Mean 0.07438016528925621; Min. 0.0; Valid 121.0;

Variable Format: numeric

Notes: UNF:6:vLuSVumzZSOLjU4N3r9OUA==

agrivoltaics_cost_other

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.09917355371900824; StDev 0.30013770944034845; Valid 121.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:7TlFvfEMNgQwe3UmIe+WZg==

agrivoltaics_cost_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:5E0EqnAMymoaRb7SAVdkdw==

agrivoltaics_mitigation_benefits

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 120.0; Min. 0.0; StDev 0.43482827673933633; Mean 0.25

Variable Format: numeric

Notes: UNF:6:vD66wXINazXSerVW6nHhSQ==

agrivoltaics_mitigation_minimal

f13597027 Location:

Summary Statistics: Valid 120.0; Min. 0.0; Mean 0.2833333333333334; StDev 0.45250624831255565; Max. 1.0

Variable Format: numeric

Notes: UNF:6:AlP3WcLTdm2xX1WYkBKSGw==

agrivoltaics_mitigation_environmental

f13597027 Location:

Summary Statistics: Mean 0.17500000000000002; StDev 0.3815602643018765; Max. 1.0; Min. 0.0; Valid 120.0;

Variable Format: numeric

Notes: UNF:6:41yRN/RpcniwYQAQEZEm+A==

agrivoltaics_mitigation_support

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.15833333333333335; StDev 0.36658389694775245; Valid 120.0

Variable Format: numeric

Notes: UNF:6:NLYwVO/hNhlAJhtNIfowBw==

agrivoltaics_mitigation_incentives

f13597027 Location:

Summary Statistics: StDev 0.39526256209916816; Max. 1.0; Mean 0.19166666666666665; Valid 120.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:4U3E34lP++zcxjtlCekwug==

agrivoltaics_mitigation_regulatory

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.34135994294037714; Mean 0.13333333333333336; Valid 120.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:L8AC7J0UZSPj+daNdThX4A==

agrivoltaics_mitigation_reliable

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 120.0; StDev 0.43482827673933633; Max. 1.0; Mean 0.25;

Variable Format: numeric

Notes: UNF:6:0BEJC+j0+ODnvHOE817zoQ==

agrivoltaics_mitigation_examples

f13597027 Location:

Summary Statistics: Valid 120.0; Max. 1.0; Min. 0.0; StDev 0.4078192327620713; Mean 0.20833333333333331

Variable Format: numeric

Notes: UNF:6:yTt8E5RKObSHJEroZpJNlA==

agrivoltaics_mitigation_insurance

f13597027 Location:

Summary Statistics: StDev 0.3012578671520601; Max. 1.0; Mean 0.09999999999999999; Valid 120.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:RUqSJVXe2Era9YnmSCRpCw==

agrivoltaics_mitigation_property

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.18333333333333332; Min. 0.0; Valid 120.0; StDev 0.38856195407793465

Variable Format: numeric

Notes: UNF:6:TEGNqpA+nUi0de/82qBCfQ==

agrivoltaics_mitigation_noconcern

f13597027 Location:

Summary Statistics: Mean 0.07500000000000002; Min. 0.0; StDev 0.2644957148864182; Valid 120.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Q0UesNUvisY/Lv78qWRFZA==

agrivoltaics_mitigation_remain

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.29166666666666663; Valid 120.0; StDev 0.45643546458763795;

Variable Format: numeric

Notes: UNF:6:wmn5a66LteYfcQ6671Ydaw==

agrivoltaics_mitigation_other

f13597027 Location:

Summary Statistics: Valid 120.0; Min. 0.0; StDev 0.2504897164340595; Max. 1.0; Mean 0.06666666666666667;

Variable Format: numeric

Notes: UNF:6:kDdhGl9ZB8x6V4P11BNDNw==

agrivoltaics_mitigation_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:swRFwnCx9tYKVj1Yj0dqrg==

awareness_reap

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.9509803921568626; Valid 102.0; Max. 4.0; StDev 1.3598008807377977;

Variable Format: numeric

Notes: UNF:6:AvnIdHWdFItSN2mgFBo5sQ==

awareness_era

f13597027 Location:

Summary Statistics: Max. 4.0; StDev 1.2189852595887063; Valid 102.0; Min. 0.0; Mean 0.803921568627451;

Variable Format: numeric

Notes: UNF:6:cFE+D9dFnBy8EYOpelFpjA==

awareness_leap

f13597027 Location:

Summary Statistics: Valid 102.0; Mean 0.735294117647059; Max. 4.0; Min. 0.0; StDev 1.1682810473972556

Variable Format: numeric

Notes: UNF:6:pG8Lk91zvL0oKXr6bunWjA==

awareness_repp

f13597027 Location:

Summary Statistics: Max. 4.0; Mean 0.603960396039604; Min. 0.0; Valid 101.0; StDev 1.0777681375953942;

Variable Format: numeric

Notes: UNF:6:TXeoFvCZgDYbG2gkIbZPZQ==

awareness_shared

f13597027 Location:

Summary Statistics: Max. 4.0; Min. 0.0; Mean 0.7254901960784315; Valid 102.0; StDev 1.170231954202074

Variable Format: numeric

Notes: UNF:6:rLmwoZ7bOltgajeLeulc5A==

awareness_income

f13597027 Location:

Summary Statistics: Max. 4.0; Min. 0.0; Mean 0.5252525252525252; StDev 1.053114277027071; Valid 99.0

Variable Format: numeric

Notes: UNF:6:FXOfy7UzDmp33EJ3l0thxQ==

distributed_credits

f13597027 Location:

Summary Statistics: Mean 1.7156862745098038; Max. 2.0; Min. 0.0; Valid 102.0; StDev 0.635227424470831

Variable Format: numeric

Notes: UNF:6:8v9mNXo3UK458iKq9RwfLg==

information_socialmedia

f13597027 Location:

Summary Statistics: Valid 122.0; Min. 0.0; Mean 0.12295081967213117; StDev 0.32973490109377634; Max. 1.0

Variable Format: numeric

Notes: UNF:6:vUA9IOzT0lKAGS+NpVXWZA==

information_company

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.4323962716071559; Valid 122.0; Mean 0.24590163934426226

Variable Format: numeric

Notes: UNF:6:B53bRcz5Qr6zZMKw+M7P0g==

information_internet

f13597027 Location:

Summary Statistics: Valid 122.0; Mean 0.18032786885245905; StDev 0.38604571824109163; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:m3pOkz+Q1h9viZKeuHpfxA==

information_townhall

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.40530622216013207; Max. 1.0; Valid 122.0; Mean 0.20491803278688517

Variable Format: numeric

Notes: UNF:6:E2oLswH+tajw044jwnUVgA==

information_neighbors

f13597027 Location:

Summary Statistics: StDev 0.48448353130043703; Min. 0.0; Max. 1.0; Mean 0.36885245901639346; Valid 122.0

Variable Format: numeric

Notes: UNF:6:mu5rHTaR19Q68H83BEqpjg==

information_extension

f13597027 Location:

Summary Statistics: StDev 0.32973490109377634; Max. 1.0; Mean 0.12295081967213115; Valid 122.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:EcH4k9lCoXDqzh/9DUOraw==

information_government

f13597027 Location:

Summary Statistics: StDev 0.12750670423968669; Valid 122.0; Min. 0.0; Max. 1.0; Mean 0.016393442622950814;

Variable Format: numeric

Notes: UNF:6:QU8zMpOM0fVchjSjSHrhqg==

information_government_specify

f13597027 Location:

Summary Statistics: Max. NaN; Mean NaN; Min. NaN; Valid 0.0; StDev NaN

Variable Format: numeric

Notes: UNF:6:MRn86w6tHQgE25D7DIejOA==

information_environment

f13597027 Location:

Summary Statistics: StDev 0.1788127156121687; Valid 122.0; Max. 1.0; Min. 0.0; Mean 0.032786885245901634

Variable Format: numeric

Notes: UNF:6:IfYSWyiPM3EwMk977s8OtA==

information_environment_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:vvRpB4IoUU4gCUAJ/BfR7w==

information_agriculture

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.05737704918032783; Min. 0.0; StDev 0.23352067627035972; Valid 122.0

Variable Format: numeric

Notes: UNF:6:WxEwpFVjQxUtnXfkdZgF7w==

information_agriculture_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:gjbiVDJ4AbGf1buoooDoJQ==

information_notapplicable

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 122.0; StDev 0.386045718241092; Mean 0.18032786885245902

Variable Format: numeric

Notes: UNF:6:PuP8Cbrc/w5xwEFbaDnVKA==

information_other

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.38604571824109163; Mean 0.180327868852459; Valid 122.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:HV2qAg7k7L2GMVxvPTN72A==

information_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:fmdxADVhoWn+PGmJJN2FUw==

ideas_stuck

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.5; StDev 0.5023310149673528; Valid 108.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:8TtPsd2LLbAZa6beTuCqZw==

ideas_revenue

f13597027 Location:

Summary Statistics: Mean 0.37037037037037046; Min. 0.0; Valid 108.0; Max. 1.0; StDev 0.4851551942197119

Variable Format: numeric

Notes: UNF:6:y8LbOtfnQl/5JSgnL7yA9A==

ideas_property

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.5009509820989526; Valid 108.0; Mean 0.537037037037037; Max. 1.0

Variable Format: numeric

Notes: UNF:6:6qUzBXETa2m0KP236y6w3A==

ideas_health

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 108.0; Mean 0.44444444444444436; StDev 0.4992205762993181

Variable Format: numeric

Notes: UNF:6:R90rVVJ2SeEzzAKyFTt8sQ==

ideas_heat

f13597027 Location:

Summary Statistics: Mean 0.2037037037037037; Min. 0.0; Valid 108.0; StDev 0.4046288078420603; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Wi1dlkSsbi07sueZEQxyEg==

ideas_none_set1

f13597027 Location:

Summary Statistics: Max. 1.0; Mean 0.1759259259259259; Min. 0.0; StDev 0.3825322343928705; Valid 108.0

Variable Format: numeric

Notes: UNF:6:QXYj0PPdHXLNnUDF6MrY4Q==

ideas_tax

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.45576694214760205; Valid 107.0; Mean 0.28971962616822433; Max. 1.0

Variable Format: numeric

Notes: UNF:6:ibSFZDVUpLCrYva02vy+QA==

ideas_streams

f13597027 Location:

Summary Statistics: Max. 1.0; StDev 0.4127230645172162; Min. 0.0; Valid 107.0; Mean 0.21495327102803718

Variable Format: numeric

Notes: UNF:6:SwWXs+2DqTGunKsDPJBv0g==

ideas_farmland

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.4677955294566748; Max. 1.0; Valid 107.0; Mean 0.6822429906542058;

Variable Format: numeric

Notes: UNF:6:5NAZFsEgp2yJ3RB9qI2cCw==

ideas_jobs

f13597027 Location:

Summary Statistics: Mean 0.14953271028037382; Valid 107.0; StDev 0.3582909726601479; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:02+Mt33q3/ISvP08PQllsg==

ideas_toxic

f13597027 Location:

Summary Statistics: Valid 107.0; Max. 1.0; StDev 0.49863152526667637; Min. 0.0; Mean 0.5607476635514018;

Variable Format: numeric

Notes: UNF:6:EN+vDIiiXmjq6XysFO/nIA==

ideas_none_set2

f13597027 Location:

Summary Statistics: Mean 0.21495327102803743; Max. 1.0; Valid 107.0; Min. 0.0; StDev 0.41272306451721646

Variable Format: numeric

Notes: UNF:6:lZM5lebjXZI2dCuUB5f4GQ==

ideas_fire

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.1495327102803738; StDev 0.35829097266014787; Max. 1.0; Valid 107.0

Variable Format: numeric

Notes: UNF:6:zmHBSMYmN7VaaKma2Y6Cxw==

ideas_heal

f13597027 Location:

Summary Statistics: Mean 0.06542056074766354; Valid 107.0; Min. 0.0; Max. 1.0; StDev 0.2484300910503902

Variable Format: numeric

Notes: UNF:6:JcJct8EaQeVCLR11PnSrAw==

ideas_income

f13597027 Location:

Summary Statistics: Mean 0.5420560747663552; Valid 107.0; Max. 1.0; Min. 0.0; StDev 0.5005727631080017;

Variable Format: numeric

Notes: UNF:6:k9O7so13DpidR46URoXMGg==

ideas_habitats

f13597027 Location:

Summary Statistics: StDev 0.3990378129443469; Max. 1.0; Min. 0.0; Valid 107.0; Mean 0.19626168224299062;

Variable Format: numeric

Notes: UNF:6:uLPX6HS8tNxMim/ybLUmHQ==

ideas_nuclear

f13597027 Location:

Summary Statistics: Mean 0.27102803738317754; Min. 0.0; Valid 107.0; Max. 1.0; StDev 0.44658227195174616

Variable Format: numeric

Notes: UNF:6:DzPeS/laWHpDd6ePQFj3Yw==

ideas_none_set3

f13597027 Location:

Summary Statistics: StDev 0.46401071379284775; Mean 0.30841121495327106; Valid 107.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zB9Tb6cg4zB9dzkeXi6Vvw==

age

f13597027 Location:

Summary Statistics: StDev 1.119959695887051; Max. 6.0; Min. 1.0; Valid 118.0; Mean 4.3474576271186445

Variable Format: numeric

Notes: UNF:6:5ea1skPS7t1euKJOpaa2SQ==

farmer_length

f13597027 Location:

Summary Statistics: Mean 4.301724137931035; Valid 116.0; StDev 1.2245306294122726; Min. 0.0; Max. 6.0;

Variable Format: numeric

Notes: UNF:6:DzZ+3l6EKxEP98lepafkpg==

farmer_type

f13597027 Location:

Summary Statistics: StDev 1.2758127222576106; Max. 4.0; Valid 118.0; Min. 0.0; Mean 1.3389830508474576;

Variable Format: numeric

Notes: UNF:6:brFE+wpLG88fGMcQI9sTqA==

farmer_type_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:hPG2oT04BQp1vC3LMeK3Tg==

military

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.1623931623931624; Valid 117.0; StDev 0.5078226841856651; Max. 2.0

Variable Format: numeric

Notes: UNF:6:eWzVayo+fuzjdpJhGkgxcA==

household_income

f13597027 Location:

Summary Statistics: StDev 3.500201585128633; Max. 10.0; Mean 5.765217391304349; Min. 0.0; Valid 115.0

Variable Format: numeric

Notes: UNF:6:TFZB7Xsi3tHFBAr4LgRoQA==

gross_sales

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 1.0768123877867108; Max. 10.0; Mean 1.131578947368421; Valid 114.0

Variable Format: numeric

Notes: UNF:6:xe3tFsY4wSnluXaIsz1huw==

race_white

f13597027 Location:

Summary Statistics: Min. 0.0; Mean 0.8264462809917356; Valid 121.0; StDev 0.38030001206094377; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Obz1ghuGXPIGJoud/JH8wQ==

race_black

f13597027 Location:

Summary Statistics: StDev 0.15614149124834242; Mean 0.024793388429752074; Min. 0.0; Valid 121.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:EF4AiXO6VV1IuzfbIXHLfg==

race_nativeamerican

f13597027 Location:

Summary Statistics: StDev 0.12802806166228847; Mean 0.016528925619834715; Max. 1.0; Valid 121.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:aBTtL4tIxsmHst2gH4Icdw==

race_nhpi

f13597027 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Mean 0.0; Min. 0.0; Valid 121.0

Variable Format: numeric

Notes: UNF:6:nf6lyjQtMWANu/w5Yk2BpQ==

race_asian

f13597027 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Min. 0.0; Valid 121.0; Mean 0.0;

Variable Format: numeric

Notes: UNF:6:nf6lyjQtMWANu/w5Yk2BpQ==

race_mena

f13597027 Location:

Summary Statistics: Max. 0.0; Mean 0.0; StDev 0.0; Valid 121.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:nf6lyjQtMWANu/w5Yk2BpQ==

race_other

f13597027 Location:

Summary Statistics: StDev 0.0909090909090909; Max. 1.0; Mean 0.008264462809917373; Min. 0.0; Valid 121.0;

Variable Format: numeric

Notes: UNF:6:PWunbaP2+IFUNvXzYeDeRw==

race_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:uHLy57F8Uf2qegKNz8PB4w==

race_notanswer

f13597027 Location:

Summary Statistics: Mean 0.12396694214876035; StDev 0.33091408587638727; Min. 0.0; Valid 121.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Vg6lzfjQ3Agz4kP7yQOvSQ==

hispanic

f13597027 Location:

Summary Statistics: Max. 3.0; StDev 0.9636574506321849; Valid 116.0; Min. 0.0; Mean 0.3620689655172413;

Variable Format: numeric

Notes: UNF:6:INuEX0xdiyoVL/OQZ/wkdA==

hispanic_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:v+FxosA3cDl0VIB8q1Q4vA==

gender

f13597027 Location:

Summary Statistics: Mean 0.8017241379310344; Max. 2.0; StDev 0.5311157670611835; Valid 116.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:AbV1W6kLxx0o2z20jyK/Zg==

education

f13597027 Location:

Summary Statistics: Max. 8.0; StDev 1.6410460124767714; Mean 4.559322033898305; Min. 0.0; Valid 118.0;

Variable Format: numeric

Notes: UNF:6:aJk/byQM2FDwtv56+we/Aw==

main_product_livestock

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.5020618644176027; Mean 0.4958677685950413; Valid 121.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:+n3zB0c/EvRnQCDHpPpvpA==

main_product_grains

f13597027 Location:

Summary Statistics: Mean 0.23966942148760334; StDev 0.4286566883577456; Min. 0.0; Valid 121.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:iDp/qGP56UK7aMG4GyJROw==

main_product_fruits

f13597027 Location:

Summary Statistics: Min. 0.0; StDev 0.25048971643405954; Max. 1.0; Valid 120.0; Mean 0.06666666666666668

Variable Format: numeric

Notes: UNF:6:ZQ1/AFFOmO/5WdoVhIXpCw==

main_product_specialty

f13597027 Location:

Summary Statistics: Mean 0.04958677685950411; StDev 0.2179923419687599; Max. 1.0; Min. 0.0; Valid 121.0

Variable Format: numeric

Notes: UNF:6:dbDy7JMcratow6XXX60iqw==

main_product_forage

f13597027 Location:

Summary Statistics: StDev 0.4124441693580665; Valid 121.0; Mean 0.21487603305785125; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:pKpiFLwQnuM1UYTEFdlh8w==

main_product_aquaculture

f13597027 Location:

Summary Statistics: Valid 121.0; Max. 0.0; StDev 0.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:nf6lyjQtMWANu/w5Yk2BpQ==

main_product_other

f13597027 Location:

Summary Statistics: Mean 0.1074380165289256; Valid 121.0; StDev 0.3109569341179468; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:5lAQyxIKTnTeUnHBMQ5s3g==

main_product_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:LNX/uwx4TqfK2H7C2yrL4w==

farm_acres

f13597027 Location:

Summary Statistics: Max. 5.0; Mean 2.41025641025641; Valid 117.0; StDev 1.4333096866430979; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:XIQmZEaM9ecsXmksoMju7g==

ownership

f13597027 Location:

Summary Statistics: Min. 0.0; Valid 117.0; Max. 2.0; Mean 0.4358974358974358; StDev 0.8135131919814529;

Variable Format: numeric

Notes: UNF:6:KA0J42sE5YfW49F7UiGBEA==

ownership_rental_size

f13597027 Location:

Variable Format: character

Notes: UNF:6:F9rl4EcdYiEW3mNNnZmBkw==

farm_acquire_inherit

f13597027 Location:

Summary Statistics: Valid 106.0; Max. 1.0; Mean 0.3867924528301887; StDev 0.4893290784228099; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zLYVPeMckX9Wrv/+NgNj1Q==

farm_acquire_purchase

f13597027 Location:

Summary Statistics: Valid 106.0; Min. 0.0; Mean 0.6981132075471698; StDev 0.4612573152498709; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:yg+QJBlcEW4g/i98FYvvLQ==

farm_acquire_lease

f13597027 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 106.0; StDev 0.30641538202775753; Mean 0.10377358490566042;

Variable Format: numeric

Notes: UNF:6:RM06I6ytat4IM4XsvX/T2w==

farm_acquire_public

f13597027 Location:

Summary Statistics: StDev 0.0; Max. 0.0; Mean 0.0; Min. 0.0; Valid 106.0;

Variable Format: numeric

Notes: UNF:6:dQt+NAL9zax/jv9BQioGOA==

farm_acquire_cooperative

f13597027 Location:

Summary Statistics: Mean 0.0; Max. 0.0; Valid 106.0; Min. 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:dQt+NAL9zax/jv9BQioGOA==

farm_acquire_other

f13597027 Location:

Summary Statistics: Valid 106.0; Min. 0.0; Mean 0.01886792452830189; StDev 0.13670490118859954; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:3V3LVfLkGuf4hXA2u8aqyA==

farm_acquire_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:beFZFsYtSwgyJLGfaQAa0g==

conservation_easement

f13597027 Location:

Summary Statistics: StDev 0.4891746449256646; Min. 0.0; Max. 2.0; Mean 0.23300970873786414; Valid 103.0;

Variable Format: numeric

Notes: UNF:6:AcfuOrjKwu2lrkj6q/VIfw==

conservation_easement_size

f13597027 Location:

Variable Format: character

Notes: UNF:6:PXvDEvJb3E2mw8kThpuUaA==

farm_luva

f13597027 Location:

Summary Statistics: Valid 101.0; Mean 0.9702970297029703; StDev 0.8883180235090854; Max. 3.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:56/hL9J//Tff3MXJKMgtag==

nrcs_conservation_reserve

f13597027 Location:

Summary Statistics: StDev 0.2800654524962706; Mean 0.0849056603773585; Max. 1.0; Valid 106.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:grNcGLeVpcCbLH6Qa9ZJzw==

nrcs_environmental_quality

f13597027 Location:

Summary Statistics: Mean 0.06603773584905662; Valid 106.0; Min. 0.0; StDev 0.24952785604696753; Max. 1.0

Variable Format: numeric

Notes: UNF:6:35hRifKnS7VFaK7qosNMJw==

nrcs_conservation_stewardship

f13597027 Location:

Summary Statistics: StDev 0.2654058242999333; Min. 0.0; Valid 106.0; Max. 1.0; Mean 0.07547169811320756

Variable Format: numeric

Notes: UNF:6:Pg/8CX7eu0DhdDiTPnZ6lw==

nrcs_agricultural_conservation

f13597027 Location:

Summary Statistics: Max. 1.0; Valid 106.0; StDev 0.19146195951337358; Min. 0.0; Mean 0.03773584905660378;

Variable Format: numeric

Notes: UNF:6:sEbIBUUQlPSidGs6LA/X3A==

nrcs_other

f13597027 Location:

Summary Statistics: StDev 0.2654058242999334; Mean 0.07547169811320756; Max. 1.0; Valid 106.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:d1CWRy8lUDm79KLHsd/iiQ==

nrcs_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:+zprNG7UoJYJTwIWwZ690Q==

nrcs_notapplicable

f13597027 Location:

Summary Statistics: Mean 0.6285714285714286; StDev 0.4855041562276123; Min. 0.0; Valid 105.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:nIXaM/ExHTx6/Hqbd1Qfgg==

bill_winter

f13597027 Location:

Summary Statistics: Valid 74.0; StDev 1.1474905414694883; Mean 1.2567567567567566; Min. 0.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:seRdH0iMSppGWJGF5/AB9Q==

bill_spring

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 4.0; StDev 1.0822351300490705; Valid 73.0; Mean 1.0958904109589038;

Variable Format: numeric

Notes: UNF:6:AbfQIkqpDgXVlGCMU7THWw==

bill_summer

f13597027 Location:

Summary Statistics: Min. 0.0; Max. 4.0; Valid 79.0; StDev 1.2082696767751588; Mean 1.278481012658228

Variable Format: numeric

Notes: UNF:6:om4LX5m9DLRSk87eaH+H9Q==

bill_fall

f13597027 Location:

Summary Statistics: Valid 90.0; Min. 0.0; Mean 1.177777777777778; Max. 4.0; StDev 1.1858508326317576

Variable Format: numeric

Notes: UNF:6:9yp9SzSBQJ3HymKT01GOcQ==

new_developments

f13597027 Location:

Summary Statistics: Mean 1.9649122807017543; StDev 1.2962152159431464; Min. 0.0; Valid 114.0; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:/9ry2q9/jE6v8uREGhWyfA==

new_developments_other_specify

f13597027 Location:

Variable Format: character

Notes: UNF:6:rikQNbENtuYlSrSk8wIIxg==

notes

f13597027 Location:

Variable Format: character

Notes: UNF:6://3NxrFDprZ6zUGsT8x55g==

Variable

f13597010 Location:

Variable Format: character

Notes: UNF:6:1u3a1ZTiHKz5HxErHruLpA==

Levels

f13597010 Location:

Variable Format: character

Notes: UNF:6:C16ekhYl0Y8UPr4q6LcQlQ==

N

f13597010 Location:

Summary Statistics: Max. 90.0; Valid 44.0; Mean 21.886363636363637; Min. 1.0; StDev 22.03297308010007

Variable Format: numeric

Notes: UNF:6:kA83crfIWN9Nxk5TbcVG1A==

Percent

f13597010 Location:

Variable Format: character

Notes: UNF:6:KsjKaLyDh32qdHkkyvVu0Q==

Covariate

f13597007 Location:

Variable Format: character

Notes: UNF:6:tRoNelTxT+Sd1BO2xQNf1A==

(1) Demographics

f13597007 Location:

Variable Format: character

Notes: UNF:6:EkzsEQK7rqsvzcR1xpqVIA==

(2) Farm-Level Characteristics

f13597007 Location:

Variable Format: character

Notes: UNF:6:Zl3VBwnjFBuaLcRKWurF/Q==

(3) Combined

f13597007 Location:

Variable Format: character

Notes: UNF:6:eLdApgQKD8RZpFbe7nKuSA==

Covariate

f13597025 Location:

Variable Format: character

Notes: UNF:6:huf1DUdwPOrN38Tx7T6BPw==

(1) Class Only

f13597025 Location:

Variable Format: character

Notes: UNF:6:x2Y15DO79R2CmYuDRmTJ2Q==

(2) Class + Demographics + Farm-Level

f13597025 Location:

Variable Format: character

Notes: UNF:6:GgtosazMCgB8NJ+JUs0kXA==

(3) Class + Familiarity + Tech Adoption

f13597025 Location:

Variable Format: character

Notes: UNF:6:EzsEraSDBx3EPxN04rOmZA==

(4) Full Model

f13597025 Location:

Variable Format: character

Notes: UNF:6:7Axf2S+HGg+IhVOzV7g4cg==

Covariate

f13597024 Location:

Variable Format: character

Notes: UNF:6:tR/LWsjHKwf43tE9VIGGrA==

entry

f13597024 Location:

Variable Format: character

Notes: UNF:6:o1Ax4KglOjCzRsOWTt/1ug==

Characteristic

f13597000 Location:

Variable Format: character

Notes: UNF:6:IJZh81smJ2QrowCUxxUjwg==

Sample (%)

f13597000 Location:

Summary Statistics: Mean 22.02857142857143; StDev 27.737462270128702; Valid 14.0; Min. 0.0; Max. 83.2

Variable Format: numeric

Notes: UNF:6:AMpWvdEHppE0k5k+digW8A==

Population (%)

f13597000 Location:

Summary Statistics: Min. 0.1; Valid 14.0; Mean 23.75; StDev 27.99515754829478; Max. 93.9;

Variable Format: numeric

Notes: UNF:6:NigyQGoRmn/AVKnZiO7PWQ==

Difference

f13597000 Location:

Summary Statistics: Mean -1.7214285714285715; StDev 6.603050410626495; Max. 15.4; Min. -11.2; Valid 14.0

Variable Format: numeric

Notes: UNF:6:y/2VhpDmXOkkw9T5KVzcTA==

K

f13596999 Location:

Summary Statistics: Valid 6.0; StDev 1.8708286933869707; Min. 1.0; Mean 3.5; Max. 6.0

Variable Format: numeric

Notes: UNF:6:VxWdqGLO9z1LjKj+NmEFLA==

Status

f13596999 Location:

Variable Format: character

Notes: UNF:6:IUtphYD81xwpDDsS5ElEqQ==

Log_Lik

f13596999 Location:

Summary Statistics: Max. -4559.17; Valid 6.0; Mean -4936.418333333333; Min. -5804.56; StDev 454.0981174775633

Variable Format: numeric

Notes: UNF:6:5yrKwMF2ki2EABKG/mhWaA==

N_Params

f13596999 Location:

Summary Statistics: Min. 108.0; StDev 203.9203275791798; Valid 6.0; Max. 653.0; Mean 380.5

Variable Format: numeric

Notes: UNF:6:ANaiOUtkmMNtfg1EXCTNEQ==

AIC

f13596999 Location:

Summary Statistics: Min. 10360.96; StDev 584.6705544036463; Max. 11825.12; Valid 6.0; Mean 10633.836666666666

Variable Format: numeric

Notes: UNF:6:EawFdB/ZQXmr5lESnlNZyQ==

BIC

f13596999 Location:

Summary Statistics: Min. 11030.18; StDev 464.4791054252784; Max. 12169.7; Mean 11650.848333333333; Valid 6.0;

Variable Format: numeric

Notes: UNF:6:jrGYI2UGnVNqNfhbzIbszg==

Delta_BIC

f13596999 Location:

Summary Statistics: Valid 5.0; StDev 613.8223464488728; Max. 1083.6; Mean -11.160000000000013; Min. -347.3;

Variable Format: numeric

Notes: UNF:6:/PRxL8PZceRWiOu8lc2/cg==

Entropy

f13596999 Location:

Summary Statistics: Min. 0.993; StDev 0.003076794869123823; Valid 6.0; Max. 1.0; Mean 0.9973333333333333

Variable Format: numeric

Notes: UNF:6:NrscF3uIljgL6SO03K/zUg==

Class_sizes

f13596999 Location:

Variable Format: character

Notes: UNF:6:f6OfvGNhD9yrJxMhvzOaRQ==

Solar_Type

f13597008 Location:

Variable Format: character

Notes: UNF:6:yB5DbJ8gIzhbq/wu1ehQFg==

Category_Type

f13597008 Location:

Variable Format: character

Notes: UNF:6:yPeCvfmzbP9kSVPCa1i4Zw==

Category

f13597008 Location:

Variable Format: character

Notes: UNF:6:3nJ6pklFpPhfo4KVUhiijQ==

N_Items

f13597008 Location:

Summary Statistics: Min. 1.0; Max. 3.0; Mean 1.3529411764705883; StDev 0.5926088509459597; Valid 68.0

Variable Format: numeric

Notes: UNF:6:plkvbOaK1oby58zXYOo9qw==

Mean_Comprehensive

f13597008 Location:

Summary Statistics: Max. 0.85; StDev 0.19965839351273912; Valid 68.0; Min. 0.0; Mean 0.35444117647058826

Variable Format: numeric

Notes: UNF:6:306mtSYko5w9FsRU3Nc/LA==

Mean_Cost_Focused

f13597008 Location:

Summary Statistics: Max. 0.83; Mean 0.1592794117647059; Min. 0.0; Valid 68.0; StDev 0.17925374706949584;

Variable Format: numeric

Notes: UNF:6:/cRy1+bWUkH0bF59fDnrhQ==

Difference

f13597008 Location:

Summary Statistics: Valid 68.0; StDev 0.25544982918894316; Max. 0.719; Min. -0.413; Mean 0.19516176470588234

Variable Format: numeric

Notes: UNF:6:zxOHJ5F/qlkwcF/4UJPaTA==

Chi_sq

f13597008 Location:

Summary Statistics: StDev 11.797576129194674; Max. 54.81; Min. 0.36; Valid 68.0; Mean 13.607205882352941

Variable Format: numeric

Notes: UNF:6:X9FGXV53okkVpFz9Z6rxdA==

df

f13597008 Location:

Summary Statistics: Min. 1.0; StDev 0.0; Mean 1.0; Valid 68.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Vzo6R0iEQVqFMgovs9ibNA==

p

f13597008 Location:

Summary Statistics: Mean 0.04042647058823529; Min. 0.0; Max. 0.5482; StDev 0.0981161489859592; Valid 68.0

Variable Format: numeric

Notes: UNF:6:XZVt0ScXXm3/CYbPH9y/8g==

sig

f13597008 Location:

Variable Format: character

Notes: UNF:6:MtBOYpt5igrjEVw26jNJyw==

N

f13597008 Location:

Summary Statistics: StDev 0.0; Min. 107.0; Max. 107.0; Valid 68.0; Mean 107.0

Variable Format: numeric

Notes: UNF:6:rj56NZtlaSxXt8VSG7GYkg==

p_adj_bh

f13597008 Location:

Summary Statistics: Valid 68.0; Min. 0.0; Mean 0.0439499912464986; StDev 0.09913330698240101; Max. 0.5482

Variable Format: numeric

Notes: UNF:6:Sy5UGyvRTQp1OspUotDKMw==

sig_bh

f13597008 Location:

Variable Format: character

Notes: UNF:6:ZRaiqYfab5WCaShYasLPXg==

Pair Type

f13596995 Location:

Variable Format: character

Notes: UNF:6:7+MLSIliAlvsAFSs2go7oQ==

N

f13596995 Location:

Summary Statistics: StDev 489.0244540579404; Max. 1335.0; Mean 659.25; Min. 200.0; Valid 4.0;

Variable Format: numeric

Notes: UNF:6:xn/LmWRtwX8Qf8MAKugnbQ==

Pct

f13596995 Location:

Variable Format: character

Notes: UNF:6:Myi/hCykDEF0+sPhElLdzw==

Mean BVR

f13596995 Location:

Summary Statistics: Max. 446.9; Min. 401.1; Mean 418.75; StDev 21.161206644864706; Valid 4.0

Variable Format: numeric

Notes: UNF:6:kuNQa1pZ72EyL/F6g+Ex0A==

Max BVR

f13596995 Location:

Summary Statistics: Mean 1154.125; Max. 1193.6; StDev 31.307014655930736; Valid 4.0; Min. 1123.2

Variable Format: numeric

Notes: UNF:6:nQ1rWca/Cjd2rCyb9znF8Q==

Solar_type

f13597020 Location:

Variable Format: character

Notes: UNF:6:K50kqWbeTF0pYNTDxK1cbg==

AIC

f13597020 Location:

Summary Statistics: Min. 2061.8; Max. 2949.1; Valid 4.0; StDev 392.7216189618289; Mean 2597.15

Variable Format: numeric

Notes: UNF:6:MtDFzBLo8F3+sQ5Hwm+5Ug==

BIC

f13597020 Location:

Summary Statistics: Min. 2176.7; Max. 3117.5; Mean 2744.175; StDev 414.58861035167547; Valid 4.0

Variable Format: numeric

Notes: UNF:6:VAFd6hmY5boIvZMujRb53w==

Entropy

f13597020 Location:

Summary Statistics: Valid 4.0; StDev 0.006075908711186067; Min. 0.958; Max. 0.972; Mean 0.9632499999999999

Variable Format: numeric

Notes: UNF:6:EMUhcuInaHYPEJFCNBaA3w==

Class1_pct

f13597020 Location:

Variable Format: character

Notes: UNF:6:Jzi5Py7PIMkxkti7w5HBRQ==

Class2_pct

f13597020 Location:

Variable Format: character

Notes: UNF:6:cbcmPn+wrdxr+MYBb84Olg==

Pct_Agreement

f13597020 Location:

Variable Format: character

Notes: UNF:6:AcqrCtECd8cSxd/yMdPj4g==

N_Discordant

f13597020 Location:

Summary Statistics: Valid 4.0; Max. 19.0; StDev 4.203173404306164; Min. 9.0; Mean 14.5;

Variable Format: numeric

Notes: UNF:6:0NO3C+BHauD2DXJvxzDCXg==

Specification

f13597013 Location:

Variable Format: character

Notes: UNF:6:99I2DSJVE1ORImeCGNoN/g==

N

f13597013 Location:

Summary Statistics: StDev 0.0; Valid 3.0; Min. 107.0; Mean 107.0; Max. 107.0;

Variable Format: numeric

Notes: UNF:6:ihtjxbN18pUsGkyD5ZiROQ==

AIC

f13597013 Location:

Summary Statistics: Mean 7043.533333333333; StDev 3037.3106020513164; Valid 3.0; Min. 4525.6; Max. 10416.8

Variable Format: numeric

Notes: UNF:6:FmgG3rXpuuSCuP+9zFWPPQ==

BIC

f13597013 Location:

Summary Statistics: Max. 10991.4; Min. 4833.0; StDev 3170.6850999954777; Valid 3.0; Mean 7475.633333333333

Variable Format: numeric

Notes: UNF:6:7D24b3AM4Tzi+KIVULgQoQ==

Entropy

f13597013 Location:

Summary Statistics: Mean 0.994; Min. 0.989; StDev 0.005567764362830027; Valid 3.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Z4vVFfmblHs6aU5RKz5nfw==

Class1_pct

f13597013 Location:

Variable Format: character

Notes: UNF:6:amOI8B/FezFQVOGr9cwfzw==

Class2_pct

f13597013 Location:

Variable Format: character

Notes: UNF:6:uNAjmfqd3mR1fu/Fzalezw==

Pct_Agreement

f13597013 Location:

Variable Format: character

Notes: UNF:6:GTiLtWENvIoa3ndP6p/3Cw==

Note

f13597013 Location:

Variable Format: character

Notes: UNF:6:/DVFnMFUWKLDpzlhi7D3KQ==

Covariate

f13597012 Location:

Variable Format: character

Notes: UNF:6:yF41jcWm2sX6henkpwtdWg==

Model A: Class Only

f13597012 Location:

Variable Format: character

Notes: UNF:6:0vvIxNLpLibCwt6g0/j6KQ==

Model B: Class + Demographics + Farm-Level

f13597012 Location:

Variable Format: character

Notes: UNF:6:O9TTI4T0hs5p0w+041jQQw==

Model C: Class + Familiarity + Tech Adoption

f13597012 Location:

Variable Format: character

Notes: UNF:6:tMu7QumCSirz0DmDQPtqSA==

Model D: Full Model

f13597012 Location:

Variable Format: character

Notes: UNF:6:FnO/OEiUb2nhdA4caVb6cg==

variable_name

f13597016 Location:

Variable Format: character

Notes: UNF:6:wsWOhRhU56ghYoWrKlvS3w==

description

f13597016 Location:

Variable Format: character

Notes: UNF:6:ciPH1u5BjsVFSXnnlKhucA==

values

f13597016 Location:

Variable Format: character

Notes: UNF:6:EnKRgpkA82IeTfUYumqtKQ==

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00_master_replication.R

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Figure_1.png

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