Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehiclesdoi:10.48349/ASU/8GO4N0ASU Library Research Data Repository2023-09-281Kuby, Michael; Kelley, Scott, 2023, "Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehicles", https://doi.org/10.48349/ASU/8GO4N0, ASU Library Research Data Repository, V1, UNF:6:G0TGSlxOMvJD0w7R1UnZrA== [fileUNF]Replication Data for: Refueling Infrastructure Preferences and the Adoption of Alternative-Fuel Vehiclesdoi:10.48349/ASU/8GO4N0Kuby, MichaelKelley, ScottSchool of Geographical Sciences and Urban PlanningCalifornia, USATempe, AZ, USAHartford MSA, Connecticut, USANSF 1660514ASU Library Research Data RepositoryKuby, MichaelKelley, ScottStotts, RhianLopez, OscarKuby, Michael2023-08-29Social SciencesHydrogen as fuelFuel cell industryAlternative fuel vehiclesConsumer behaviorBusinessTransportationEconomics<p>Revealed Preference Survey of FCV Buyers in California.</p> <p>Survey of hydrogen fuel cell vehicle owners in California about the locations of the hydrogen stations they intended to use when they purchased their vehicle, and how their usage of particular stations changed over time. The data was analyzed to understand how buyers evaluated the sufficiency of an early and sparse network of stations in deciding whether to purchase a vehicle.</p>2017-01-012018-08-012019-01-012019-10-09Survey DataSee READMEKelley, S., Krafft, A., Kuby, M., Lopez, O., Stotts, R. and Liu, J., 2020. How early hydrogen fuel cell vehicle adopters geographically evaluate a network of refueling stations in California. Journal of Transport Geography, 89, p.102897.10.1016/j.jtrangeo.2020.102897Kelley, S., Krafft, A., Kuby, M., Lopez, O., Stotts, R. and Liu, J., 2020. How early hydrogen fuel cell vehicle adopters geographically evaluate a network of refueling stations in California. Journal of Transport Geography, 89, p.102897.Lopez Jaramillo, Oscar G., Rhian Stotts, Scott Kelley, and Michael Kuby. 2019. Content Analysis of Interviews with Hydrogen Fuel Cell Drivers in Los Angeles. Transportation Research Record 2673: 377-388.10.1177/0361198119845355Lopez Jaramillo, Oscar G., Rhian Stotts, Scott Kelley, and Michael Kuby. 2019. Content Analysis of Interviews with Hydrogen Fuel Cell Drivers in Los Angeles. Transportation Research Record 2673: 377-388.Lopez Jaramillo, Oscar, Joel Rinebold, Michael Kuby, Scott Kelley, Darren Ruddell, Rhian Stotts, Aimee Krafft, Elizabeth Wentz. 2021. Hydrogen Station Location Planning via Geodesign in Connecticut: Comparing Optimization Models and Structured Stakeholder Collaboration. Energies 14(22): 7747.10.3390/en14227747Lopez Jaramillo, Oscar, Joel Rinebold, Michael Kuby, Scott Kelley, Darren Ruddell, Rhian Stotts, Aimee Krafft, Elizabeth Wentz. 2021. Hydrogen Station Location Planning via Geodesign in Connecticut: Comparing Optimization Models and Structured Stakeholder Collaboration. Energies 14(22): 7747.Zhao, Qunshan, Michael Kuby, Scott Kelley, and Xiao Fan. A Multi-Scale Framework for Fuel Station Location: From Highways to Street Intersections. 2019. Transportation Research Part D – Transport and Environment 74: 48-64.10.1016/j.trd.2019.07.018Zhao, Qunshan, Michael Kuby, Scott Kelley, and Xiao Fan. A Multi-Scale Framework for Fuel Station Location: From Highways to Street Intersections. 2019. Transportation Research Part D – Transport and Environment 74: 48-64.Hartford_CT_Stated_Pref_survey_data_for_replication.tab133101text/tab-separated-valuesUNF:6:G0TGSlxOMvJD0w7R1UnZrA==IDUNF:6:OuPzoJtcQXWGPQj+sreVSg==LetsstartwithaquestionaboutyourcurrentrefuelingbehaviorAbouthowmanydifferentgasolinestationsdoyouuseonasomewhatregularbasisintheHartfordregion2.02.648854961832061131.01.2522205760607064.2.00.06.0UNF:6:9LhApEAAxZ9jGYVLilXQJw==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM3).3.02.00.7766389406134199121.012.01.02.115702479338843UNF:6:owbKoxdVMsRamvqqVCFvCQ==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT3)12.01.01.0.1.57024793388429743.00.6686609290339378121.0UNF:6:aTn6K/nYbgbW8J18cCCpGg==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP3)121.0.0.81683390652812243.03.02.314049586776861.012.0UNF:6:UkiIUGOed+Uj0aKrzFtQ4A==InyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighestUNF:6:NFTT5kszJYmKWUPXfRIjAw==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionAUNF:6:DPmVV9dBk8aHUt7D7fZGWg==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionBUNF:6:F7RyEC6Z5OSzLImT0b5NgQ==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof3stationsOptionCUNF:6:GzVuzN1F3U7r1oGj0zYyRQ==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionA(FRLM6)0.8051874926542883.02.26785714285714321.0112.021.02.0.UNF:6:yKP4YA0MJ2rmRIQ4Sta1kA==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionB(VMT6)3.00.7651830813636351112.01.866071428571428421.01.02.0.UNF:6:G6T+fo+4aDU9Vu6ZryV3cg==PleaserankthestationsinorderofpreferenceDragyourmostpreferablesetofstationstothetopOptionC(PMP6)21.02.03.0.1.8660714285714284112.00.821946006800471.0UNF:6:rbl9i1BTrPH2FH9EgGM8qA==Inyourownwordspleaseexplainwhyyoupreferredthemapthatyourankedhighest2UNF:6:3NPdmRsO2t5E8BqOo1B+PA==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionAUNF:6:LAa+P+T4fh0DV4/RavwKGg==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionBUNF:6:zO0A8azchREYVrpgZ4vD5g==Stillassumingthatyouareinterestedingettingafuelcellvehiclehowlikelywouldyoubetoadoptafuelcellvehiclegiveneachnetworkof6stationsOptionCUNF:6:YFZbkjLsRcl9E+3x1qzVPg==homePMP3.150.01076.203007518797966.02799.0572.45453384895070.0133.0UNF:6:2AvuS1i1fI7Vggt2ipLQSA==homeFRLM31062.0526315789475150.00.0562.397577419853859.0.133.02951.0UNF:6:04Jv1r6U8KsOaUzcVuE8pQ==homeVMT3133.01102.751879699248569.4661961661863.2947.00.0934.0278.0UNF:6:1c/X669KgurSMCDyJ7fTqg==homePMP62742.0903.7067669172933133.0.278.0793.0439.13808109983340.0UNF:6:NwQNXC22Ig5OXgFaUgw7XA==homeFRLM6487.72322964512875937.22556390977432951.00.0849.0.150.0133.0UNF:6:OXMMs5DVOfGp+M3UkL4grQ==homeVMT6.0.0116.0757.0499.301822527711352396.0133.0923.8045112781955UNF:6:3r07gtHL24KNGMczRBv0hQ==RegularStop1Whydoyougotothislocation?UNF:6:ID/NypHk7GS2IPQhu6eLog==HowoftendoyougotothislocationUNF:6:Mxtax1V221iZ3KOT+77dSw==work(stp1)PMP3859.5950.7000000000002.643.419452927142487.03371.080.053.0UNF:6:Rosns6YaZG8Yn8fggz2XPg==work(stp1)FRLM3706.129222225657980.053.0.804.587.03560.0958.05UNF:6:zdPS71bKcN97srNEbJsecg==work(stp1)VMT3.80.053.03584.0648.9416695715641227.01045.975911.5UNF:6:4avZd7UIntxwWHeBy7z1PQ==devstp1PMP34572.053.0883.0157871633706.885.32580.0649.05.0UNF:6:UPXM8JvMhcdhxSoa4YpoaA==devstp1FRLM3635.0.5323.0991.338351131464380.053.0933.28749999999995.0UNF:6:8C4FDY48Pg4sgUaCBZWWnw==devstp1VMT3.799.51059.9749999999997966.194046802167786.053.080.05315.0UNF:6:aIvadxWoiIV6ILjU2jOAyw==work(stp1)PMP6.671.03016.080.0536.0781976717457124.053.0856.8375000000001UNF:6:UIhbcBVWoMvSBsCh4RMEoA==work(stp1)FRLM6660.2374160630555.80.0783.087.03406.053.0869.1500000000001UNF:6:dthphzQMNsJ2xVPn/6ziPw==work(stp1)VMT6513.5127657627082612.053.0.806.137500000000280.087.0757.0UNF:6:y0bWPv1cveqNgouasFTvxQ==devstp1PMP680.0778.04156.053.0.-97.0700.1588065791786641.0UNF:6:ae3EdTnXMWLNu1MghHJ20A==devstp1FRLM653.0-97.05323.0.80.0875.3050331784885781.3125509.0UNF:6:KgPqO0FtEdJG7APtO6me6g==devstp1VMT6775.6827225586176454.55.0730.9000000000001.80.04152.053.0UNF:6:ImJM+CzQcOr9SiUiZqwGYw==RegularStop2Whydoyougotothislocation?UNF:6:M7w4WcRsRDPbJurLagb0tQ==Howoftendoyougotothislocation3UNF:6:Q1IlLICtRDaIGNs5SUH8+A==work(stp2)PMP330.0150.01990.576829989728103.01689.23333333333317107.0808.0.UNF:6:2SRNyWVOrZLpkat/Z63arQ==work(stp2)FRLM330.01571.5666666666666103.01908.0236151819386801.0.150.0817.0UNF:6:Y4I41blPsYbD4qcgW0ngUw==work(stp2)VMT3103.01854.646733409661400.01665.66666666666651007.530.0.6801.0UNF:6:yb6+wXefakD0N4DXv21iDg==devstp2PMP3813.9140257909986471.0768.42778.0103.0.30.072.0UNF:6:dNlv7nOqVUfvYKCAtJg81g==devstp2FRLM3329.030.0718.5333333333333103.044.0.778.79361762316382778.0UNF:6:cs1rKcOCKQma9yIAPLwrxQ==devstp2VMT3821.988060992246630.0103.0585.53204.0873.2.3.0UNF:6:Le5zRLUqT+xQAgZDxqTSqA==work(stp2)PMP67107.0694.030.0103.0124.01989.4151176526302.1627.8UNF:6:/2BtfnkTa5TUV0VSkGHibQ==work(stp2)FRLM66801.0103.0124.0.1497.130.01916.69518649446756.0UNF:6:ejSMoM2rX+b8s2vdI6h21Q==work(stp2)VMT6150.030.06801.0103.01482.2333333333331.803.51846.1414128099595UNF:6:t/Ocn189szfBuKgd+7nyEQ==devstp2PMP6-96.0103.0.702.36666666666672699.030.0694.3873252524592504.0UNF:6:R2OqVR1XI2fbJFgrcLoTTQ==devstp2FRLM6631.06666666666672778.0254.0.103.0-96.0774.684894042391430.0UNF:6:yU1WUHB1OnrJWpbPVegqMw==devstp2VMT630.02493.0598.139955943884225.0.329.0103.0583.2UNF:6:Yao2KRPC/WwH5fmbNRwi0g==RegularStop3Whydoyougotothislocation?UNF:6:xHX6LrfETKP065Z0L6gt6w==Howoftendoyougotothislocation4UNF:6:WKFGDB4bZjMZa6NnT3ny5A==work(stp3)PMP3150.0747.51222.42857142857135902.0119.01500.2632443000814.0.UNF:6:ongUojnrY2yHxx9D6qHz6w==work(stp3)FRLM31496.1701877691692150.014.05902.0729.0.119.01150.0UNF:6:kt0qMBO31GDTvOk4744oYA==work(stp3)VMT3778.0227.01431.1659966230718.14.05771.01278.5714285714287119.0UNF:6:5+IDlGQosOgfwnKG09Wq8g==devstp3PMP323.0.3302.0712.5995.14285714285721033.998278315993714.0119.0UNF:6:wZfK4t/DtXtiTymDsfLhNg==devstp3FRLM314.03302.023.0980.3571428571428.471.51088.2599807556492119.0UNF:6:ve3eNzRHEW7WaO4cVER0PQ==devstp3VMT3.844.014.03728.01235.2142857142858119.0175.01053.5661184444316UNF:6:U+MnrvXX8c8dW8MGFUEbgA==work(stp3)PMP6364.014.01408.65844525371565771.01170.0690.0.119.0UNF:6:eN9G5dDtoNeCwycr2iBW9w==work(stp3)FRLM61116.7142857142858662.5119.0150.014.0.5685.01448.557713917347UNF:6:HPyy5os62IYQW5VEJowk6Q==work(stp3)VMT61275.3976152255723119.0673.05077.0.980.014.0150.0UNF:6:t8ZeQm4wrOY/mfVy5MSErg==devstp3PMP62564.014.0568.5177.0.973.0714285714287810.9171886285226119.0UNF:6:vGdROQtbS7h61EeYFKDAEw==devstp3FRLM6641.023.01023.7754223386179119.014.0.3302.0945.5UNF:6:C8O2zYk+MXk+A9CZxkkrsw==devstp3VMT6119.014.023.0.2482.0848.2753544239494704.0307.5UNF:6:5kYL7TCUiIzlyTKsG87PIg==PleaserateyouragreementwiththefollowingstatementIaminterestedinpurchasinganalternativefuelvehiclesometimeinthenext10yearsUNF:6:dWhb/5KnUmSMUDO7+t1d7A==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PrivateVehicleegCarTruckSUV1.01.0.1.1578947368421053133.00.00.50515682028272183.0UNF:6:UnWZCCaziUKdX1BAhBOGyA==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Carpool.2.454545454545454677.03.056.01.03.00.6186882248897462UNF:6:jBl1GCZA8pvajtjLSdUqEA==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-TaxiorRide-hailegUber/Lyft0.6135084781935921.2.51219512195121953.082.051.03.01.0UNF:6:MfCll8uUSK71Nn35EbZpxA==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-PublicTransportation72.00.66607955368032883.02.58333333333333351.03.0.61.0UNF:6:jDN8GZF7IbfIXYO1316C9g==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Motorcycle1.059.03.074.0.2.79661016949152550.55022443749704213.0UNF:6:sFtdS0ArZ3x0ixgDflbssw==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Bicycle3.061.072.00.64032464379583963.0.1.02.611111111111111UNF:6:LNfni7B6nej8xjkBqQaNkw==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Scooter3.02.89285714285714356.01.0.77.03.00.4124680231604262UNF:6:JOsug75AOnLfAFekCaWbWQ==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Walking2.0.3.089.01.00.694719614078877144.02.168539325842697UNF:6:iu9MOAxrZO7REl5+QBf40g==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other1.032.0101.00.69270391198362623.03.02.6875.UNF:6:R38k3kMuz0aD35v++a1i5Q==Selectyourthreemostfrequentlyusedmodesoftransportation1=mostfrequent-Other-TextUNF:6:UUCrTDuK9Y1iERvTyfgqJw==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThefunctionalityofacarismoreimportanttomethanitsbrandUNF:6:4ENPOng62bO7uR8XYaY7mA==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsGettingstuckintrafficdoesn'tbothermetoomuchUNF:6:ZeYIqTTUFQO0VGSQ5/H2MA==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsThegovernmentshouldputrestrictionsoncartravelinordertoreducecongestionUNF:6:pWTPBH9IuwNFBGA9uONn/g==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIliketobeamongthefirstpeopletohavethelatesttechnologyUNF:6:jkDX+OJTezqBBkTik3ohfw==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTheenvironmentalimpactsofthevariousmeansoftransportationaffectthechoicesImakeUNF:6:HOf11X2o8dHpF/aLz7+QDQ==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsItypicallyletmyfuelgaugerunlowandthenrefuelwhereverisconvenientatthetimeUNF:6:kkjf272IZZoP5jkrAall/Q==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsWeshouldraisethepriceofgasolinetoreducethenegativeimpactsontheenvironmentUNF:6:QseMG9qHwbrtpYOPlt9dZg==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIplanmydrivingroutestoensureIpassbygasstationsIamplanningtouseUNF:6:1+vgjVHz2wdxE7jM417KOg==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeowningacarisasymbolofsuccessUNF:6:in02sTE/MTFG3+9fSCux8Q==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIamcommittedtousingalesspollutingmeansoftransportationasmuchaspossibleUNF:6:ZEu1idNVgCaYH8iHf7snMg==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsIfeelthatIamwastingtimewhenIhavetowaitUNF:6:cx+FmO5EWSqglq+XVzul0g==PleaseindicatethedegreetowhichyouagreeordisagreewitheachofthefollowingstatementsTomeacarisjustawaytogetfromplacetoplaceUNF:6:2V4qM2ppXxSjqq096T18EQ==Inwhatyearwereyouborn2002.0116.01980.0603448275863.17.01945.01982.013.95850296763414UNF:6:qmMXv2dupaFCt2PYEFCWTw==WhatisyourgenderSelectedChoiceUNF:6:V14ANRl5dM6dtuyTQKXZ0Q==WhatisyourgenderPrefertoselfdescribeTextNaN133.00.0.NaNNaNNaNNaNUNF:6:gTWOWO7NOjbIj0AHFzLbCw==WhatisyourethnicitySelectedChoiceUNF:6:gPGwYhEUDaFPdSve9pAspA==WhatisyourethnicityOtherTextNaN133.0NaN.NaNNaN0.0NaNUNF:6:gTWOWO7NOjbIj0AHFzLbCw==WhatisyourhighestlevelofcompletededucationUNF:6:DkafI1W5vmkaWs0lvogV9g==WhatisyourannualhouseholdincomeUNF:6:s+jVA99//WaDvb59EPrl7w==Whatisyourhouseholdsize6.02.02.969465648854962.131.01.34701339892662093.01.0UNF:6:XHRhGtky+QddlAT9R9uxJA==HowmanydriversareinyourhouseholdUNF:6:VFf0a2pX/TdRKhE00GdeUg==HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginegasolineUNF:6:Bcr5OoQY/X/KeqmdUt9hsA==HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesInternalcombustionenginedieselbiodieseletcUNF:6:XKVL2del1XKC/cS7oBJFmw==HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesHybridUNF:6:CWFVBMhv7nORAqLiemLfug==HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesPluginHybridUNF:6:VvVpiMOr1q5n0U0xadySTw==HowmanymotorvehiclesofeachtypedoyouhaveinyourhouseholdPleaseindicatethenumberofvehiclesElectricUNF:6:/nShYRjX42t4c/pBQoroag==Calif_Revealed_Pref_survey_data.csvtext/csvContent_Analysis_Codebook_for_replication.pdfapplication/pdfREADME_ForDataSharing_California.txttext/plainREADME_ForDataSharing_CT_Stated_Pref_Data.txttext/plainREADME_ForSharing_Content_Analysis_Codebook.txttext/plainREADME_ForSharing_Geodesign_AZ.txttext/plainREADME_ForSharing_Geodesign_CT.txttext/plain