Submitted:
21 February 2026
Posted:
23 February 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
1.1. Recreational-Sport Fishing Management
1.2. Sustainable Tourism Promoting Policies
2. Materials and Methods
2.1. Study Area
2.2. Sample
2.3. Survey
2.4. Travel Cost Method
3. Results
3.1. Descriptives
3.2. Econometrics
4. Discussion
4.1. Economic Valuation
4.2. Management of Sport and Recreational Fisheries
4.3. Sustainable Strategies of Tourism Promotion
5. Conclusions
Author Contributions
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
| Month | Tournament | Specie | Surveys |
|---|---|---|---|
| 2022 | |||
| April | Rotario | Yellowtail | 11 |
| May | First Annual La Paz Charity | Yellowtail | 8 |
| June | Fish In The Five | Marlin, mahi-mahi and tuna | 10 |
| July | Torneo de Los Electricistas | Mahi-mahi | 6 |
| July | Sindicato del Seguro | Mahi-mahi | 5 |
| July | Copa Dorado Gavilanes | Mahi-mahi | 8 |
| September | Torneo de La Independencia | Mahi-mahi and marlín | 5 |
| October | Tradicional Torneo Bahía de La Paz | Marlin | 7 |
| November | Torneo de Electricistas Privado | Marlin | 5 |
| 2023 | |||
| April | Rotario La Paz Balandra | Yellowtail | 10 |
| May | First Annual La Paz Charity Yellowtail | Yellowtail | 7 |
| July | El Grande Pescando en La Paz | Mahi-mahi | 37 |
| July | Torneo de Los Electricistas | Mahi-mahi | 7 |
| July | Copa Dorado Los Gavilanes | Mahi-mahi | 11 |
| August | Color Laser Fishing Tournament | Mahi-mahi | 8 |
| August | Bahía de La Paz Club Gavilanes | Marlin | 9 |
| September | Torneo La Independencia | Marlin | 10 |
| October | Dorado La Paz | Mahi-mahi | 9 |
| October | Tradicional Torneo Bahía de La Paz | Marlin | 11 |
Appendix B
| Variable | Description |
|---|---|
| General information | |
| Gender | Male/Female |
| Age | |
| Nationality | Country |
| Education | Last level of education |
| Precedence | Country of residence |
| Ocupation | Job |
| About tournaments | |
| The number of hours it took him to reach the fishing spot using the boat | |
| Number of times you participated in tournaments in the area (last 12 months) | |
| Motivation | Winning the tournament/ The prize/ Fighting the animal/ Spending time with friends and family/ The competition/ Playing a sport/ Other |
| Repetition | Since what year have you been fishing in La Paz? |
| Angler’s activities | |
| Skill | Amateur/ Middle/ Expert |
| Fishing zone | Bajo/ Cerralvo Norte/ Cerralvo Sur/ El Coyote/ Punta Arena/ Otro |
| Years in tournaments | Number of years participating in tournaments in the area |
| Fishing gear | Owning fishing equipment |
| Fishing boat | Owning a fishing boat |
| Number of anglers in the team | Not counting the interviewee |
| Species preferred for capture, in order of importance from highest to lowest, on a scale of 1 to 5 | Marlin/ Mahi-mahi/ Tuna / Yellowtail / Wahoo/ Other |
| Released fishes | Number of fish caught and released, and species |
| Skunked | No fish caught |
| No Fishing days | Days without going fishing |
| Lincese | Daily/Weekly/Monthly/Annual |
| Economic information | |
| Income | Gross monthly income in US dollars (USD) |
| Travel cost | Total cost of the tournament (USD) |
| Registration fee | USD |
| If they were prohibited from keeping their catch, would you still participate in tournaments? | Y/N |
| Places where you can participate in tournaments with the same budget | Cabo San Lucas/ Mazatlán/ Loreto/ USA/ Costa Rica/ Other |
| Management | |
| Place where you purchased your fishing license | Internet/Fishing guide/Hotel/Harbor master’s office/Fishing service provider/Other |
| Willingness to pay to collaborate in managing the activity | Y/N |
| Willingness to pay based on an improvement in the capture rate | Y/N |
References
- Abascal, E.; Grande, I. Análisis de encuestas; ESIC: Madrid, España, 2005. [Google Scholar]
- Almendarez Hernández, L.C. Perfil del pescador deportivo que visita Isla Cerralvo y localidades contiguas, Baja California Sur, México. El Periplo sustentable 2023, 44, 212–228. [Google Scholar] [CrossRef]
- Almendarez Hernández, L.C.; Rodríguez Fuentes, M.; Vergara Solana, F.J.; Almendarez Hernández, M.A. Economic valuation of sportfishing in the surroundings of Cerralvo Island, Baja California Sur, Mexico using the travel cost method. Lat. am. j. aquat. res. 2020, 48, 370–380. https://www.scielo.cl/scielo.php?pid=S0718-560X2020000300370&script=sci_arttext. [CrossRef]
- Anderson, C.L.; Skytta, B.; Jesswein, W. A.; Fleischman, W. The Economic Value of Derby Fishing: An Application of Travel-Cost Methodology in Lake Superior. J. Reg. Anal. Policy 1988, 18, 3–18. [Google Scholar]
- Anna, Z.; Saputra, D.S. Economic valuation of whale shark tourism in cenderawasih bay National Park, Papua, Indonesia. Biodiversitas 2017, 18, 1026–1034. [Google Scholar] [CrossRef]
- Arlinghaus, R.; Mehner, T.; Cowx, I.G. Reconciling traditional inland fisheries management and sustainability in industrialized countries, with emphasis on Europe. Fish. Fish. 2002, 3, 261–316. [Google Scholar] [CrossRef]
- Arlinghaus, R.; Cooke, S.J.; Lyman, J.; Policansky, D.; Schwab, A.; Suski, C.; Sutton, S.G.; Thorstad, E.B. Understanding the complexity of catch-and-release in recreational fishing: An integrative synthesis of global knowledge from historical, ethical, social, and biological perspectives. Rev. Fish. Sci. 2007, 15, 75–167. [Google Scholar] [CrossRef]
- Arlinghaus, R.; Tillner, R.; Bork, M. Explaining participation rates in recreational fishing across industrialized countries. Fish. Manage. Ecol. 2015, 22, 45–55. [Google Scholar] [CrossRef]
- Avendaño Leadem, D.F.; Cedeño Montoya, B.P.; Arroyo Zeledón, M.S. Integrando el concepto de servicios ecosistémicos en el ordenamiento territorial. Rev. Geog. Amer. Central 2020, 65, 63–90. https://www.scielo.sa.cr/pdf/rge/n65/2215-2563-rge-65-63.pdf. [CrossRef]
- Barnett, A.; Abrantes, K.G.; Baker, R.; Diedrich, A.S.; Farr, M.; Kuilboer, A.; Mahony, T.; McLeod, I.; Moscardo, G.; Prideaux, M.; Stoeckl, N.; van Luyn, A.; Sheaves, M. Sportfisheries, conservation and sustainable livelihoods: a multidisciplinary guide to developing best practice. Fish. Fish. 2016, 17, 696–713. [Google Scholar] [CrossRef]
- Bramwell, B.; Lane, B. Critical research on the governance of tourism and sustainability. J. Sustain. Tour. 2011, 19(4-5), 411–421. [Google Scholar] [CrossRef]
- Burnham, K.P.; Anderson, D.R. Model Selection and Inference: A Practical Information-Theoretic Approach; Springer: New York, USA, 1998. [Google Scholar]
- Carrasco Águila, M.A.; Salas Maldonado, M.; Macías Zamora, R. Análisis descriptivo de la pesca en torneos de pesca deportiva en Puerto Vallarta, Jalisco. In La pesca deportiva en la Bahía de Banderas; Universidad de Guadalajara: Puerto Vallarta, Jalisco, México, 2018; pp. 117–153. https://www.researchgate.net/profile/Rosa-Chavez-Dagostino/publication/329191680_La_Pesca_deportiva_en_la_Bahia_de_Banderas/links/5bfc110e299bf10737f8c002/La-Pesca-deportiva-en-la-Bahia-de-Banderas.pdf#page=118.
- Christiernsson, A. An economic Valuation of the Coral Reefs at Phi-Phi Island: AT travel Cost Approach. Master’s Thesis, Lulea University of Technology, Norrbotten County, Sweden, 2003. https://www.diva-portal.org/smash/get/diva2:1028821/FULLTEXT01.pdf.
- CONAPESCA. Anuario Estadístico de Acuacultura y Pesca 2023; Comisión Nacional de Acuacultura y Pesca. Comisión Nacional de Acuacultura y Pesca, 2023; https://www.gob.mx/conapesca/documentos/anuario-estadistico-de-acuacultura-y-pesca.
- CONAPESCA. Expide CONAPESCA más de 250 mil permisos individuales para Pesca Deportiva-Recreativa del 2020 al 2023. Comisión Nacional de Acuacultura y Pesca. Available online: https://www.gob.mx/conapesca/prensa/expide-conapesca-mas-de-250-mil-permisos-individuales-para-pesca-deportiva-recreativa-del-2020-al-2023 (accessed on 18 January 2024).
- Cooke, S.J.; Cowx, I.G. The role of recreational fishing in global fish crises. BioScience 2004, 54, 857–859. [Google Scholar] [CrossRef]
- Cooke, S.J.; Cowx, I.G. Contrasting recreational and commercial fishing: Searching for common issues to promote unified conservation of fisheries resources and aquatic environments. Biol. Conserv. 2006, 128, 93–108. [Google Scholar] [CrossRef]
- Costanza, R.; d’Arge, R.; de Groot, R.; Farber, S.; Grasso, M.; Hannon, B.; Limburg, K.; Naeem, S.; O’Neill, R.V.; Paruelo, J.; Raskin, R.G.; Sutton, P.; van den Belt, M. The value of the world’s ecosystem services and natural capital. Nature 1997, 387, 253–260. [Google Scholar] [CrossRef]
- Daily, G.C. Nature’s services: societal dependence on natural ecosystems; Island Press: Washington, DC, USA, 1997. [Google Scholar]
- del Castillo Cárdenas, P.A.Á.; Pérezrul, M.D.H.; Bonilla, H.R.; Magaña, A.L.C. Valoración económica por servicios ambientales de recreación, el caso del buceo autónomo y esnórquel en el Parque Nacional Cabo Pulmo. El Periplo Sustentable 2020, (39), 410–432. [Google Scholar] [CrossRef]
- del Monte Luna, P.; Arreguín Sánchez, F.; Godínez Orta, L.; López Ferreira, C.A. Batimetría actualizada de la Bahía de La Paz, Baja California Sur, México. CICIMAR Oceánides 2005, 20, 75–77. [Google Scholar] [CrossRef]
- Ditton, R.B.; Grimes, S.R.; Finkelstein, L.D. A social and economic study of the recreational billfish fishery in the Southern Baja area of Mexico; Texas A & M University: USA, 1996. [Google Scholar]
- Ditton, R.B.; Holland, S.M.; Anderson, D.K. Recreational fishing as tourism. Fisheries 2002, 27, 17–24. [Google Scholar] [CrossRef]
- DOF. Diario Oficial de la Federación. Modificación a la Norma Oficial Mexicana NOM-017-PESC-1994, Para regular las actividades de pesca deportivo-recreativa en las aguas de jurisdicción federal de los Estados Unidos Mexicanos, publicada el 9 de mayo de 1995. Gobierno Federal, Diario Oficial (Primera Sección). 2013. https://www.dof.gob.mx/nota_detalle.php?codigo=5323155&fecha=25/11/2013#gsc.tab=0.
- Eagles, P.F.; McCool, S.F.; Haynes, C.D. Sustainable Tourism in Protected Areas: Guidelines for Planning and Management; IUCN Gland, Switzerland and Cambridge, UK, 2002; p. 26. https://wedocs.unep.org/bitstream/handle/20.500.11822/7861/-Sustainable%20Tourism%20in%20Protected%20Areas%20_%20Guidelines%20for%20Planning%20and%20Management-2002154.pdf?sequence=3&%3BisAllowed=.
- Egbenta, R.I. Application of Travel Cost Method to Valuation of Historic Building: Old Residence in Calabar, Nigeria. Middle East J. Sci. Res. 2017, 25, 1925–1933. https://www.researchgate.net/profile/Idu-Egbenta/publication/323772183_Application_of_Travel_Cost_Method_to_Valuation_of_Historic_Building_Old_Residence_in_Calabar_Nigeria/links/5abba6ca45851507a5ca75a4/Application-of-Travel-Cost-Method-to-Valuation-of-Historic-Building-Old-Residence-in-Calabar-Nigeria.pdf.
- FAO. Technical guidelines for responsible fisheries. In Recreational fisheries. Food and Agriculture Organization of the United Nations; 2012; https://www.fao.org/4/i2708e/i2708e00.pdf.
- FAO. Pesca recreativa. 2025. https://www.fao.org/inland-fisheries/background/pesca-recreativa/es/.
- Farber, S.; Costanza, R.; Childers, D.L.; Ericson, J.; Gross, K.; Grove, M.; Hopknson, C.S.; Khan, J.; Pincetl, S.; Troy, A.; Warren, P.; Wilson, M. Linking Ecology and Economics for Ecosystem Management. Bioscience 2006, 56, 34–47. [Google Scholar] [CrossRef]
- FONMAR. Recaudó FONMAR 71.4 mdp en permisos de pesca deportiva durante 2023; Fondo para la Protección de Recursos Marinos. Available online: https://fonmar.gob.mx/recaudo-fonmar-71-4-mdp-en-permisos-de-pesca-deportiva-durante-2023/ (accessed on 9 February 2024).
- Font, X. Environmental certification in tourism and hospitality: progress, process and prospects. Tour. Manag. 2002, 23, 197–205. [Google Scholar] [CrossRef]
- Freeman, A.M., III; Herriges, J.A.; Kling, C.L. The measurement of environmental and resource values: Theory and methods, 3rd ed.; RFF Press: Routledge: New York, USA, 2014. [Google Scholar] [CrossRef]
- Gómez, I.; Ivanova, A.; Ponce, G.; Ángeles, M. Economic valuation of sport fisheries in Los Cabos, Baja California Sur, Mexico. WIT Transactions on Ecology and the Environment, Sustainable Development and Planning V 2011, 150, 517–524. https://www.witpress.com/elibrary/wit-transactions-on-ecology-and-the-environment/150/22517.
- Gómez Cabrera, I.D.; Ivanova Boncheva, A. Valor económico de la pesca deportiva como fuente principal de atracción turística en Los Cabos, Baja California Sur, México. TURyDES 2013, 6, 1–25. https://revistaturydes.com/index.php/turydes/article/view/1220/1418.
- González Acosta, A.F.; Balart, E.F.; Ruiz Campos, G.; Espinosa Pérez, H.; Cruz Escalona, V.H.; Hernández López, A. Diversidad y conservación de los peces de la bahía de La Paz, Baja California Sur, México. Rev. Mex. Biodivers. 2018, 89, 705–740. [Google Scholar] [CrossRef]
- Gössling, S.; Hall, C.M.; Ekström, F.; Engeset, A.B.; Aall, C. Transition management: A tool for implementing sustainable tourism scenarios? Journal of Sustainable Tourism 2012, 20, 899–916. [Google Scholar] [CrossRef]
- Haab, T.C.; McConnell, K.E. Valuing environmental and natural resources: the econometrics of non-market valuation; Edward Elgar Publishing: Cheltenham, UK, 2002. [Google Scholar] [CrossRef]
- Hanley, N.; Shogren, J.F.; White, B. Introduction to Environmental Economics, 3rd ed.; Oxford University Press: Oxford, UK, 2019. [Google Scholar]
- Hemmert, G.A.; Schons, L.M.; Wieseke, J.; Schimmelpfennig, H. Log-likelihood-based pseudo-R2 in logistic regression: deriving sample-sensitive benchmarks. Sociol. Methods Res. 2018, 47, 507–531. [Google Scholar] [CrossRef]
- Hernández Trejo, V.; Urciaga García, J.; Hernández Vicent, M.; Palos Arocha, L. Valoración económica del Parque Nacional Bahía de Loreto a través de los servicios de recreación de pesca deportiva. Reg. Soc. 2009, 21, 195–224. https://www.scielo.org.mx/pdf/regsoc/v21n44/v21n44a8.pdf. [CrossRef]
- Hernández Trejo, V.A.; Germán, G.P.D.; Lluch Belda, D.; Beltrán Morales, L.F. Economic benefits of sport fishing in e relative Los Cabos, Mexico: is the abundance a determinant. WIT Transactions on Ecology and the Environment, Sustainable Tourism V 2012, 161, 165–176. https://www.witpress.com/elibrary/wit-transactions-on-ecology-and-the-environment/161/23432.
- Hernández Trejo, V.; Avilés Polanco, G.; Ponce Díaz, G.; Lluch Belda, D. Estimación de cuotas diferenciadas para permisos de pesca deportiva en Los Cabos, México. Un enfoque de costo de viaje. Economía: teoría y práctica 2017, (46), 139–171. [Google Scholar] [CrossRef]
- Holland, S.M.; Ditton, R.B.; Graefe, A.R. An Ecotourism Perspective on Billfish Fisheries. J. Sustain. Tour. 1998, 6, 97–116. [Google Scholar] [CrossRef]
- Johnston, R.J.; Boyle, K.J.; Adamowicz, W.; Bennett, J.; Brouwer, R.; Cameron, T.A.; Hanemann, W.M.; Hanley, N.; Ryan, M.; Scarpa, R.; Tourangeau, R.; Vossler, C.A. Contemporary guidance for stated preference studies. J. Assoc. Environ. Resour. Econ. 2017, 4, 319–405. [Google Scholar] [CrossRef]
- Kouztnetsov Prudnikov, E.; Robles Zavala, E. La experiencia de nado con tiburón ballena Rhincodon typus en el Caribe mexicano: Valoración económica y satisfacción del turista. El Periplo Sustentable 2022, 43, 469–498. [Google Scholar] [CrossRef]
- Kuha, J. AIC and BIC: Comparisons of assumptions and performance. Sociol. Method. Res. 2004, 33, 188–229. [Google Scholar] [CrossRef]
- Kutner, M.H.; Nachtsheim, C.J.; Neter, J.; Li, W. Applied linear statistical models, 5th ed.; McGraw-Hill/Irwin: New York, USA, 2005; https://users.stat.ufl.edu/~winner/sta4211/ALSM_5Ed_Kutner.pdf.
- Levin, R.I.; Rubin, D.S. Estadística para administración y economía, 7th ed; Pearson: Estado de México, México, 2010. [Google Scholar]
- Liu, A. Building Regression Models in Social Sciences; RM Institute: California, USA, 2009. [Google Scholar]
- Loomis, J.B.; Walsh, R.G. Recreation economic decisions: comparing benefits and costs, 2nd ed.; Venture Publishing: Pennsylvania, USA, 1997. [Google Scholar]
- Loomis, J. B. Integrated public lands management: Principles and applications to national forests, parks, wildlife refuges, and BLM lands, 2nd ed.; Columbia University Press: New York, USA, 2002. [Google Scholar]
- López Castañeda, L.; Hernández Ramos, I.; Borroto Escuela, D.Y.; Falcón Méndez, A.; Caraballo, I.J.A.; Hernández López, N.V.; González Díaz, P.; Vázquez Sánchez, V.; Rangel Rivero, A.; Ramenzoni, V.C.; Besonen, M.; Yoskowitz, D.W. Estimación del valor económico total de los bienes y servicios ecosistémicos que provee el Parque Nacional Caguanes. Rev. Invest. Mar. 2021, 41, 137–157. https://www.researchgate.net/publication/358433836.
- Martínez Alier, J.; Roca Jusmet, J. Economía ecológica y política ambiental, 3rd ed.; Fondo de Cultura Económica: Distrito Federal, México, 2013. [Google Scholar]
- McConnell, K.E.; Strand, I. Measuring the cost of time in recreation demand analysis: An application to sportfishing. Am. J. Agric. Econ. 1981, 63, 153–156. [Google Scholar] [CrossRef]
- McFadden, D. Conditional logit analysis of qualitative choice behavior. 1972. https://escholarship.org/content/qt61s3q2xr/qt61s3q2xr.pdf.
- McKean, J.R.; Johnson, D.; Taylor, R.G. Estimating tournament effects on sportfishing demand. Tourism Economics 2014, 20, 1067–1086. [Google Scholar] [CrossRef]
- Méndez Heras, L.B.; Rivera Medina, J.G.; Medina Alvarado, J.E. Enfoque Teórico-Matemático de los Métodos de Valoración Contingente y Costo de Viaje. Matemática 2020, 18. https://www.revistas.espol.edu.ec/index.php/matematica/article/view/705/633.
- Mendoza Martínez, I.; Ponce Gutiérrez, B.E.; Valdivia Alcala, R.; Sandoval Romero, F. Estimación econométrica del excedente del consumidor de servicios recreativos ambientales. Rev. Mex. Cienc. Agríc 2025, 16. [Google Scholar] [CrossRef]
- Meza Cuellar, N.C. Valoración socioeconómica de la pesca deportiva y preferencia por capturar el dorado (Coryphaena hippurus) en la zona de los Barriles- Buena Vista, Baja California Sur, por el Método Costo de Viaje. Master’s Thesis, Centro de Investigaciones Biológicas del Noroeste, La Paz, Baja California Sur, México, 2017. http://cibnor.repositorioinstitucional.mx/jspui/handle/1001/878.
- Miranda Torres, A.; Revollo Fernández, D.A.; Beltrán Morales, L.F.; Almendarez Hernández, M.A. Valoración económica del servicio ecosistémico recreativo provisto por el tiburón ballena (Rhincodon typus, Smith, 1829) en la Bahía de La Paz, BCS, para la temporada de observación 2019-2020. Estudios sociales. Revista de alimentación contemporánea y desarrollo regional 2021, 31. [Google Scholar] [CrossRef]
- Mohammadi Limaei, S.; Ghesmati, H.; Rashidi, R.; Yamini, N. Economic evaluation of natural forest park using the travel cost method (case study; Masouleh forest park, north of Iran). J. For. Sci. 2014, 60, 254–261. [Google Scholar] [CrossRef]
- Morales Zarate, M.V.; Almendarez Hernández, M.A.; Sánchez Brito, I.; Salinas-Zavala, C. A. Valoración económica del servicio ecosistémico recreativo de playa en Los Cabos, Baja California Sur (BCS), México: Una aplicación del Método de Costo de Viaje. El periplo sustentable 2019, 36, 447–469. https://www.scielo.org.mx/scielo.php?pid=S1870-90362019000100447&script=sci_arttext. [CrossRef]
- Moreno Díaz, M.L.; Jiménez Elizondo, K. Beneficios económicos provenientes de servicios ecosistémicos del Área Marina de Manejo Montes Submarinos (AMM MS), Costa Rica. Mar. fish. sci. 2022, 35, 49–65. https://dialnet.unirioja.es/servlet/articulo?codigo=8808983.
- Moreno Gutiérrez, M.; Hernández Trejo, V.; Valdivia Alcalá, R.; Juárez Mancilla, J.; Cruz Chávez, P.R.; Jakes Cota, U. Linking Tourist Willingness to Pay and Beach Management: A Travel Cost Analysis for Balandra Marine Park, Mexico. Tour. Hosp. 2024, 5, 922–941. [Google Scholar] [CrossRef]
- Oropeza, G.; Hernández Trejo, V.; Romero Vadillo, E. Valoración económica del servicio recreativo de avistamiento de ballena gris en Laguna San Ignacio, México. El Periplo Sustentable 2023, 45, 183–200. [Google Scholar] [CrossRef]
- Parsons, G.R. The travel cost model. In A primer on nonmarket valuation; Champ, P.A., Boyle, K.J., Brown, T.C., Eds.; Springer Science+Business Media: New York, USA, 2003; Volume 3, pp. 269–329. [Google Scholar] [CrossRef]
- Pasos-Acuña, C.; Almendarez-Hernández, M.A.; Hoyos-Padilla, E.M.; Blázquez, M.C.; Ketchum, J.T. Economic Valuation of Diving with Bull Sharks in Natural Conditions: A Recent Activity in Cabo Pulmo National Park, Gulf of California, Mexico. In Socio-ecological Studies in Natural Protected Areas. Linking Community Development and Conservation in Mexico; Ortega-Rubio, A., Ed.; Springer Nature: Cham, Switzerland, 2020; pp. 485–509. [Google Scholar] [CrossRef]
- Prayaga, P.; Rolfe, J.; Stoeckl, N. The value of recreational fishing in the Great Barrier Reef, Australia: A pooled revealed preference and contingent behaviour model. Mar. Policy 2010, 34, 244–251. [Google Scholar] [CrossRef]
- Prochazka, P.; Abrham, J. Evaluation of Environmental Assets Value on Borneo Using the Travel Cost Method. BioResources 2024, 19, 5811–5824. https://www.proquest.com/openview/11f061e3e219f16aaa432a9e6bde84ce/1?pq-origsite=gscholar&cbl=5038271. [CrossRef]
- Rahat, K.M.R.; Amin, M.A.; Ahmed, M.T. Comparing tourists’ travel cost and consumer surplus to estimate the recreational values of Kuakata Sea Beach in Bangladesh. J. Tourism Hospit. 2024, 13, 541. https://www.researchgate.net/profile/Md-Al-Amin-76/publication/378658159_Comparing_Tourists’_Travel_Cost_and_Consumer_Surplus_to_Estimate_the_Recreational_Values_of_Kuakata_Sea_Beach_in_Bangladesh/links/65e2ad75e7670d36abeb8440/Comparing-Tourists-Travel-Cost-and-Consumer-Surplus-to-Estimate-the-Recreational-Values-of-Kuakata-Sea-Beach-in-Bangladesh.pdf.
- Randall, A. A Difficulty with the Travel Cost Method. Land Econ. 1994, 70, 88–96. [Google Scholar] [CrossRef]
- Ron, A. Regression analysis and the philosophy of social science: A critical realist view. J. Crit. Realism 2002, 1, 119–142. [Google Scholar] [CrossRef]
- Scheufele, G.; Pascoe, S. Estimation and use of recreational fishing values in management decisions. Ambio 2022, 51, 1275–1286. [Google Scholar] [CrossRef]
- Schramm, H.L.; Armstrong, M.L.; Funicelli, N.A.; Green, D.M.; Lee, D.P.; Manns, R.E.; Taubert, B.D.; Waters, S.J. The status of competitive fishing in the United States. Fisheries 1991, 16, 4–12. [Google Scholar] [CrossRef]
- Schramm, H.L.; Hunt, K.M. Issues, benefits, and problems associated with fishing tournaments in inland waters of the United States: a survey of fishery agency administrators. Fisheries 2007, 32, 234–243. [Google Scholar] [CrossRef]
- Shtatland, E.S. Logistic Regression: Pseudo -R 2 Statistics vs Base Rate Simulations Results and Analytical Approach. 2025. https://www.researchgate.net/publication/394292183.
- Shrestha, R.K.; Seidl, A.F.; Moraes, A.S. Value of recreational fishing in the Brazilian Pantanal: a travel cost analysis using count data models. Ecological economics 2002, 42, 289–299. [Google Scholar] [CrossRef]
- Skarakis, N.; Skiniti, G.; Tournaki, S.; Tsoutsos, T. Necessity to assess the sustainability of sensitive ecosystems: A comprehensive review of tourism pressures and the travel cost method. Sustainability 2023, 15, 12064. [Google Scholar] [CrossRef]
- Smith, V.K.; Desvousges, W.H.; Fisher, A. A comparison of direct and indirect methods for estimating environmental benefits. Am. J. Agric. Econ. 1986, 68, 280–290. [Google Scholar] [CrossRef]
- Southwick, R.; Nelson, R.; Arean, J.A. The economic contributions of anglers to the Los Cabos economy: quantifying value in a sustainable fishery. Interdiscip. Environ. Rev. 2010, 11, 69–89. [Google Scholar] [CrossRef]
- Voltaire, L.; Lévi, L.; Alban, F.; Boncoeur, J. Valuing cultural world heritage sites: an application of the travel cost method to Mont-Saint-Michel. Appl. Econ. 2016, 49, 1593–1605. [Google Scholar] [CrossRef]
- Von Borstel Juárez, O.S. Análisis bioeconómico de pesca deportivo-recreativa de marlin rayado en la región de Los Cabos, BCS. Doctoral Thesis, Centro de Investigaciones Biológicas del Noroeste, La Paz, Baja California Sur, México, 2020. http://cibnor.repositorioinstitucional.mx/jspui/handle/1001/1922.
- Wood, A.L.; Butler, J.R.; Sheaves, M.; Wani, J. Sport fisheries: Opportunities and challenges for diversifying coastal livelihoods in the Pacific. Mar. Policy 2013, 42, 305–314. [Google Scholar] [CrossRef]
- Wubalem, A.; Woldeamanuel, T.; Nigussie, Z. Economic valuation of Lake Tana: A recreational use value estimation through the travel cost method. Sustainability 2023, 15, 6468. [Google Scholar] [CrossRef]


| Author | Year | Area | WTP (USD) |
Economic Benefit (million USD) |
|---|---|---|---|---|
| Ditton et al. | 1996 | Los Cabos | 547 | 15.50 |
| Hernández Trejo et al. | 2009 | Loreto | 752 | 10.40 |
| Gómez et al. | 2011 | Los Cabos | 517 | 72.00 |
| Hernández Trejo et al. | 2012 | Los Cabos | 22.7-70.55 | 2.10-6.65 |
| Meza Cuellar | 2017 | Los Barriles-Buenavista | 500 | 3.00 |
| Hernández Trejo et al. | 2017 | Los Cabos | 41.6 USD/day (license) |
3.00 |
| Almendarez Hernández et al. | 2020 | Isla Cerralvo | 1,886 | 54.40 |
| Von Borstel Juárez | 2020 | Los Cabos | 82.00 | |
| Source: Author’s self-elaboration. | ||||
| Variable | Description |
|---|---|
| sftp | Number of sport fishing tournaments in which the interviewee participated in the year 2024 (sftp>0). |
| cost | The total cost of a fishing trip for participating in the sport fishing tournament (in natural logarithm). |
| amateur | 1: If the anglers classified their expertise as amateur, 0: other. |
| nocatch | 1: If the angler got skunked during the fishing tournament, 0: Other. |
| income | Angler’s monthly income in USD (in natural logarithm). |
| boat | 1: If the angler owns a fishing boat, 0: Other. |
| years | Reciprocal of the number of years the anglers have participated in fishing tournaments. |
| age | Angler’s age (in natural logarithm). |
| gender | 1: Male, 0: Other. |
| usa | 1: If angler’s precedence is from the United States of America, 0: Other. |
| motive | Angler’s fishing declared motivation. 1: Winning the tournament, 2: Winning a prize, 3: Fighting the prey, 4: Spending time with family and/or friends, 5: Just participating in the tournament, 6: Practicing a sport, 7: Other. |
| gear | 1: If the angler owns fishing gear, 0: Other. |
| education | 1: Middle school, 2: High school, 3: College, 4: Postgraduate. |
| permit | License type. 1: Day, 2: Week, 3: Month, 4: Year |
| Variables | Model 1 | Model 2 | Model 3 | ||||
| n=184 | n=184 | n=184 | |||||
| Coef. | P>z | Coef. | P>z | Coef. | P>z | ||
| _const | 9.21 | 0.000 | 10.58 | 0.000 | 9.16 | 0.000 | |
| cost | -1.39 | 0.000 | -1.16 | 0.000 | -1.13 | 0.000 | |
| amateur | ---- | ---- | -1.31 | 0.000 | -0.98 | 0.000 | |
| nocatch | ---- | ---- | -13.36 | 0.000 | -12.64 | 0.000 | |
| income | ---- | ---- | -0.10 | 0.004 | -0.07 | 0.031 | |
| boat | ---- | ---- | 0.72 | 0.000 | 0.50 | 0.000 | |
| years | ---- | ---- | -0.47 | 0.000 | -0.29 | 0.000 | |
| age | ---- | ---- | -0.56 | 0.000 | -0.33 | 0.000 | |
| gender | ---- | ---- | ---- | ---- | 0.30 | 0.083 | |
| usa | ---- | ---- | ---- | ---- | 0.09 | 0.466 | |
| motive | ---- | ---- | ---- | ---- | -0.04 | 0.002 | |
| gear | ---- | ---- | ---- | ---- | -0.14 | 0.287 | |
| education | ---- | ---- | ---- | ---- | -0.06 | 0.027 | |
| permit | ---- | ---- | ---- | ---- | 0.04 | 0.578 | |
| Pseudo R2 | 0.28 | 0.33 | 0.29 | ||||
| Pseudo LL | -629.18 | -498.13 | -550.50 | ||||
| AIC | 1,262.37 | 1,012.28 | 1,045.50 | ||||
| BIC | 1,271.36 | 1,046.98 | 1,106.77 | ||||
|
Source: Author’s self-elaboration LL: Log-likelihood |
|||||||
| Concept | Model 1 | Model 2 | Model 3 |
|---|---|---|---|
| Elasticity | -0.71 | -0.59 | -0.58 |
| WTP | 505.96 | 608.63 | 625.63 |
| REV | 0.89 | 1.08 | 1.11 |
|
Source
: Author’s self-elaboration.#break#
REV: Million USD | |||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).