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Understanding patterns of use and demand in a policy-constrained micromobility environment Subject: Transport Policy, 146 (2024) 116-125. doi:10.1016/j.tranpol.2023.11.010 Keywords: E-scooter,Bike-sharing system,Policy constrain,Modal choice,Mode replacement,Logistic binary regression model Author: Oriol Roig-Costa Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Fri Nov 24 18:10:15 2023 CET ModDate: Fri Nov 24 19:05:23 2023 CET Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 10 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 1162338 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- LQGZYG+TeX_CM_Roman Type 1C Builtin yes yes yes 1153 0 CXWRCM+CharisSIL CID TrueType Identity-H yes yes yes 1157 0 GRMVKE+STIX-Regular Type 1C Custom yes yes yes 1162 0 BUTVRM+CharisSIL-Bold CID TrueType Identity-H yes yes yes 1167 0 BELNEK+CharisSIL-Italic CID TrueType Identity-H yes yes yes 1172 0 GBNAGF+Univers Type 1C Builtin yes yes yes 1177 0 CQHCQV+STIX-Italic Type 1C Custom yes yes yes 1181 0 NDOSFZ+CharisSIL CID TrueType Identity-H yes yes yes 1144 0 XFPZBU+CharisSIL-Italic CID TrueType Identity-H yes yes yes 526 0 VVCCGG+TeX_CM_Maths_Italic Type 1C Builtin yes yes yes 139 0 PWOMMT+TeX_CM_Maths_Symbols Type 1C Builtin yes yes yes 533 0 XGDFHW+TimesNewRomanPSMT CID TrueType Identity-H yes yes yes 537 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2024-03-08 02:36:05 CET RepresentationInformation: 1-s2.0-S0967070X23003177-main.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2023-12-21 01:34:48 CET Size: 1162338 Format: PDF Version: 1.7 Status: Well-Formed, but not valid SignatureMatches: PDF-hul ErrorMessage: Invalid indirect destination - referenced object 'au3' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'sec4' cannot be found ID: PDF-HUL-149 ErrorMessage: Invalid indirect destination - referenced object 'appsec1' cannot be found ID: PDF-HUL-149 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'appsec1' cannot be found ID: PDF-HUL-122 Offset: 1098973 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'au3' cannot be found ID: PDF-HUL-122 Offset: 1098973 ErrorMessage: edu.harvard.hul.ois.jhove.module.pdf.PdfInvalidException: Invalid indirect destination - referenced object 'sec4' cannot be found ID: PDF-HUL-122 Offset: 1098973 MIMEtype: application/pdf Profile: Linearized PDF, Tagged PDF PDFMetadata: Objects: 1239 FreeObjects: 1 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Language: en Outlines: Item: Title: Shared bikes vs. private e-scooters. Understanding patterns of use and demand in a policy-constrained micromobility environment Destination: mk:title Children: Item: Title: 1 Introduction Destination: mk:H1_1 Item: Title: 2 Background Destination: mk:H1_2 Children: Item: Title: 2.1 Micromobility adoption: characteristics, impacts, and motivations Destination: mk:H2_1 Item: Title: 2.2 E-scooters and BSS in the context of a policy-constrained micromobility environment Destination: mk:H2_2 Item: Title: 3 Methods Destination: mk:H1_3 Children: Item: Title: 3.1 Study setting Destination: mk:H2_3 Item: Title: 3.2 Data gathering Destination: mk:H2_4 Item: Title: 3.3 Statistical analysis Destination: mk:H2_5 Item: Title: 4 Results Destination: mk:H1_4 Children: Item: Title: 4.1 Exploring micromobility profiles and use: a bivariate analysis Destination: mk:H2_6 Item: Title: 4.2 Explaining micromobility as a modal choice: a multivariate analysis Destination: mk:H2_7 Item: Title: 4.3 Mode replacement dynamics of micromobility Destination: mk:H2_8 Item: Title: 4.4 Subjective evaluation of micromobility Destination: mk:H2_9 Item: Title: 5 Discussion Destination: mk:H1_5 Item: Title: 6 Conclusions Destination: mk:H1_6 Item: Title: Credit author statement Destination: mk:H1_7 Item: Title: Data availability Destination: datalink4 Item: Title: Appendix A Supplementary data Destination: mk:H1_8 Item: Title: References Destination: mk:HH2_1 Info: Title: Shared bikes vs. private e-scooters. Understanding patterns of use and demand in a policy-constrained micromobility environment Author: Oriol Roig-Costa Subject: Transport Policy, 146 (2024) 116-125. doi:10.1016/j.tranpol.2023.11.010 Keywords: E-scooter,Bike-sharing system,Policy constrain,Modal choice,Mode replacement,Logistic binary regression model Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Fri Nov 24 18:10:15 CET 2023 ModDate: Fri Nov 24 19:05:23 CET 2023 ID: 0x2ba1c8a29ac4f76d99681d54791e78e9, 0x0474e8ebe4aaa36bbd39abf07e9bb23d Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 236 ImageHeight: 298 BitsPerSample: 8 BitsPerSampleUnit: integer Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 248 ImageHeight: 271 BitsPerSample: 8 BitsPerSampleUnit: integer Fonts: Type0: Font: BaseFont: BELNEK+CharisSIL-Italic Encoding: Identity-H ToUnicode: true Font: BaseFont: CXWRCM+CharisSIL Encoding: Identity-H ToUnicode: true Font: BaseFont: XGDFHW+TimesNewRomanPSMT Encoding: Identity-H ToUnicode: true Font: BaseFont: BUTVRM+CharisSIL-Bold Encoding: Identity-H ToUnicode: true Type1: Font: BaseFont: LQGZYG+TeX_CM_Roman FontSubset: true FirstChar: 1 LastChar: 128 FontDescriptor: FontName: LQGZYG+TeX_CM_Roman Flags: Symbolic FontBBox: -50, -180, 1000, 720 FontFile3: true ToUnicode: true Font: BaseFont: PWOMMT+TeX_CM_Maths_Symbols FontSubset: true FirstChar: 1 LastChar: 138 FontDescriptor: FontName: PWOMMT+TeX_CM_Maths_Symbols Flags: Symbolic FontBBox: -50, -180, 1000, 720 FontFile3: true ToUnicode: true Font: BaseFont: GBNAGF+Univers FontSubset: true FirstChar: 32 LastChar: 251 FontDescriptor: FontName: GBNAGF+Univers Flags: Symbolic FontBBox: -50, -180, 1000, 720 FontFile3: true ToUnicode: true Font: BaseFont: GRMVKE+STIX-Regular FontSubset: true FirstChar: 1 LastChar: 7 FontDescriptor: FontName: GRMVKE+STIX-Regular Flags: Nonsymbolic FontBBox: -970, -486, 2208, 1023 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: VVCCGG+TeX_CM_Maths_Italic FontSubset: true FirstChar: 1 LastChar: 127 FontDescriptor: FontName: VVCCGG+TeX_CM_Maths_Italic Flags: Symbolic FontBBox: -50, -180, 1000, 720 FontFile3: true ToUnicode: true Font: BaseFont: CQHCQV+STIX-Italic FontSubset: true FirstChar: 1 LastChar: 3 FontDescriptor: FontName: CQHCQV+STIX-Italic Flags: Nonsymbolic, Italic FontBBox: -970, -305, 1429, 1023 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true CIDFontType2: Font: BaseFont: BUTVRM+CharisSIL-Bold CIDSystemInfo: Registry: Adobe Registry: Identity Supplement: 0 FontDescriptor: FontName: BUTVRM+CharisSIL-Bold Flags: Nonsymbolic, ForceBold FontBBox: -720, -533, 1759, 1320 FontFile2: true Font: BaseFont: BELNEK+CharisSIL-Italic CIDSystemInfo: Registry: Adobe Registry: Identity Supplement: 0 FontDescriptor: FontName: BELNEK+CharisSIL-Italic Flags: Nonsymbolic, Italic FontBBox: -716, -533, 1627, 1318 FontFile2: true Font: BaseFont: CXWRCM+CharisSIL CIDSystemInfo: Registry: Adobe Registry: Identity Supplement: 0 FontDescriptor: FontName: CXWRCM+CharisSIL Flags: Nonsymbolic FontBBox: -692, -533, 1623, 1319 FontFile2: true Font: BaseFont: XGDFHW+TimesNewRomanPSMT CIDSystemInfo: Registry: Adobe Registry: Identity Supplement: 0 FontDescriptor: FontName: XGDFHW+TimesNewRomanPSMT Flags: Nonsymbolic FontBBox: -568, -307, 2000, 1007 FontFile2: true XMP: application/pdf 10.1016/j.tranpol.2023.11.010 Elsevier Ltd Transport Policy, 146 (2024) 116-125. doi:10.1016/j.tranpol.2023.11.010 E-scooter Bike-sharing system Policy constrain Modal choice Mode replacement Logistic binary regression model Shared bikes vs. private e-scooters. Understanding patterns of use and demand in a policy-constrained micromobility environment Oriol Roig-Costa Carme Miralles-Guasch Oriol Marquet journal Transport Policy © 2023 The Authors. 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