Gorm Kipperberg
Professor II
Campus Stavanger, Institutt for samfunnsøkonomi
Professor II
Campus Stavanger, Institutt for samfunnsøkonomi
Artikkel Rieke Sophie Kohn, Gorm Kipperberg, Margrethe Aanesen (2025)
Sub-marine mine tailings disposal remains controversial due to uncertain long-term effects on marine ecosystems. As one of the few countries still permitting such practices, Norway faces public opposition and contested social licenses for mining companies. This study employs a split-sample discrete choice experiment across three Norwegian regions to estimate preferences for environmental conservation and local job creation in the context of mining. Mixed logit model results reveal a strong preference for ecosystem protection over economic development, though job creation remains valued. Preferences exhibit substantial heterogeneity but remain consistent across regions and experimental variation in choice architecture, emphasizing either use or total economic value for a key environmental attribute. The study findings are relevant for the mining industry regarding the social license to operate, can guide social cost-benefit analyses, and contribute to the modest literature on environ mental valuation in mining.
Artikkel Nicole Rosalyn Wendt, Gorm Kipperberg, Henrik Lindhjem (2024)
Artikkel Anders Dugstad, Roy Brouwer, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2023)
Psychological ownership (PO) is a phenomenon whereby individuals feel ownership of goods they do not necessarily formally own. A substantial body of literature in marketing, consumer psychology, and organizational sciences conceptualizes PO as value-enhancing and an underlying factor of the endowment effect. Recent psychological research has documented that people can also experience PO of environmental public goods and suggested that PO could generate land use conflicts and territorial behavior, which is particularly relevant for renewable energy development. Renewable energy represents a critical social issue with competing interests and policy objectives, often faced with severe public opposition. More research is needed on the underlying mechanisms of opposition to mitigate conflicts and increase efficiency in policy implementation. In this paper, we assess how PO influences people’s economic choices and valuation of environmental effects from wind energy, illuminating psychological processes underlying decision-making. First, we provide a novel theoretical framework suggesting that PO increases people’s valuation of environmental public goods and leads to resistance against their transformation due to weak substitutability between environmental protection and money income. We test these predictions in two discrete choice experiments on preferences for wind energy, where one examination is conducted from a local perspective and the other from a national perspective. The national experiment permits the analysis of spatial dimensions of PO and willingness to pay to avoid wind energy externalities. Using a hybrid mixed logit approach, we find consistent support for hypothesized effects in both experiments. Our scientific findings suggest that the PO phenomenon should be given more attention in public management of renewable energy development to overcome land use conflicts and territorial behavior.
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2023)
Research indicates that local energy projects may disrupt different dimensions of people's sense of place, such as place attachment, causing local resistance within a community. Place-based concepts have therefore been extensively studied in social energy science to explain resistance to energy projects. However, what has been less studied is the integration of place-based concepts within a value-based framework to explain resistance. We present a conceptual framework wherein place attachment enhances people's value (utility) of a natural area by generating a person-place relationship. The framework bridges the concepts of values and resistance against wind energy, predicting higher losses of values from a natural area transformed into a wind energy site when a stronger place attachment is present. To test the conceptual framework, we conduct a discrete choice experiment (DCE) to assess the role of place attachment in the valuation of impacts of a place-specific wind energy project. Consistent with the framework, we find that place attachment (i) enlarges people's stated compensation to accept wind energy and (ii) increases wind energy resistance by leading to a higher propensity to choose the no-wind farm status quo option systematically across choice scenarios. Our results suggest that wind energy resistance should be recognized as a rational response when people value environmental amenities adversely affected by potential energy sites.
Artikkel Yu Cui, Sufyan Ullah Khan, Johannes Sauer, Gorm Kipperberg, Minjuan Zhao (2023)
Kapittel Gorm Kipperberg (2023)
The following is one of the stand-out memories from my early university life: It was the second semester of my undergraduate studies in the United States. I was sitting in the middle of a small classroom with about 15–20 other students. A charismatic professor spoke energetically while drawing graphs and scribbling down equations on the blackboard. As an international student, I still was not entirely used to the English-language setting. I knew I had to pay close simultaneous attention to the blackboard and what the professor was saying, while taking notes that would make sense to me afterward. The lecture was high-paced and obviously very important. I recall having a distinct fear of missing out on its essence. At the same time, it was deeply fascinating. I wanted to understand it all. Two students in front of me apparently did not share my state of mind, chatting away loud enough to bother both the teacher and other students in the classroom. Suddenly, somebody shouted: “Shut the h*** up!”. The room went completely silent. Everything seemed in slow motion. My Norwegian friend to the left looked shell-shocked. The girl on my right gave a light nervous chuckle. Then, the two disruptive students turned around with red faces and annoyed stares. Lastly, the professor’s eyes scanned the room, made eye contact with me, let out a faint smile of approval, and said: “Thank you!”. The class was international economics. The lecture topic was comparative advantage. As it turned out, I had already been captured by the power of economics.
Artikkel Arshad Ahmad Khan, Sufyan Ullah Khan, Gorm Kipperberg, Tehseen Javed, Muhammad Abu Sufyan Ali, Rahman Ullah, Jianchao Luo (2023)
Artikkel Margrethe Aanesen, Claire Armstrong, Trude Borch, Reinhold Fieler, Vera Hausner, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2023)
Decisions about the optimal use of coastal and marine resources must be taken under high uncertainty about environmental impacts and may conflict with public perception of the risk associated with current blue growth initiatives. In a discrete choice experiment conducted in valuation workshops in five communities in Arctic Norway, we examine public preferences for various aquaculture expansion paths. Respondents prefer a smaller expansion in terms of the number of aquaculture sites compared to the planned expansion. Emphasizing scientific uncertainty regarding the negative environmental impacts of aquaculture leads to lower resistance against the planned expansion.
Artikkel Henrik Lindhjem, Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Ståle Navrud (2022)
Etter skrotingen av nasjonal ramme for landbasert vindkraft i 2019, fikk vi en høyst nødvendig gjennomgang og diskusjon av lovverk og konsesjonsprosess. Stortingsmeldingen om Vindkraft på land (Meld. St. 28 (2019–2020)) ga signaler om viktige endringer. Etter tre års moratorium for nye søknader har konsesjonsbehandlingen åpnet igjen og NVE har nylig lansert forslag til nye krav og prinsipper for denne. Et viktig forslag er «å sørge for grundigere utredninger slik at man i en samfunnsøkonomisk analyse tydeliggjør hvordan ulike fordeler og ulemper vektes», inkludert økt vekt på landskap og miljø, naboer og samfunn. Dette er et langt lerret å bleke; det er svært få studier i Norge av den velferdsmessige betydningen av disse virkningene. For å bidra til dette, presenterer vi her noen ferske resultater fra en landsdekkende spørreundersøkelse. Den inkluderer folks avveininger mellom videre fornybarutbygging med og uten landbasert vindkraft, når positive og negative virkninger for klima, natur og lokal verdiskaping er beskrevet. Folk uttrykker relativt sterk motstand mot landbasert vindkraft, og denne motstanden ser ut til å ha økt siden 2019. Når respondentene bli stilt overfor avveininger i et valgeksperiment, viser resultatene at de har signifikant positiv betalingsvillighet for å unngå de totale virkningene av ny landbasert vindkraft. Dette er en klar indikasjon på at en ikke bør undervurdere virkningene på naturen, verken for lokalbefolkningen eller for folk som ikke berøres direkte (ikke-bruksverdier), og at slike virkninger bør verdsettes og inngå både i samfunnsøkonomisk analyser og i grunnlaget for utforming av virkemidler som naturavgift.
Artikkel Julide Ceren Ahi, Margrethe Aanesen, Gorm Kipperberg (2022)
We conducted a three-way split sample discrete choice experiment (DCE) to investigate welfare estimates for attributes related to the management of coastal cod stocks in Arctic Norway. In a base DCE design, respondents faced three core attributes: (1) coastal cod spawning biomass as an indicator of the sustainability of the cod stocks, (2) stricter regulations on primary user groups (commercial fishers, local recreational anglers, the marine fishing tourism industry), and (3) annual household cost. In two experimentally varied DCE designs, respondents received a fourth attribute that explicitly describes the expansion of the marine fishing tourism industry in the region. In treatment 1, the expansion is represented by the number of coastal cod caught by marine fishing tourists as an indicator of the industry's environmental impact. In treatment 2, the expansion is represented by the number of new jobs as an indicator of the industry's socioeconomic impact. These two attribute translations, designed to be perfectly correlated, serve as an instrument for testing a choice architecture - value activation framework recently proposed in the management science literature. Mixed logit estimation results indicate that welfare estimates vary significantly across choice architectures, both statistically and economically. Additional regression analyses of conditional welfare estimates and respondents' status quo choices yield mixed evidence of value activation. The overall message of the study is that DCE researchers should be cognizant of their role as choice architects when advising public resource managers and policymakers.
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2021)
Sensitivity to scope in nonmarket valuation refers to the property that people are willing to pay more for a higher quality or quantity of a nonmarket public good. Establishing significant scope sensitivity has been an important check of validity and a point of contention for decades in stated preference research, primarily in contingent valuation. Recently, researchers have begun to differentiate between statistical and economic significance. This paper contributes to this line of research by studying the significance of scope effects in discrete choice experiments (DCEs) using the scope elasticity of willingness to pay concept. We first formalize scope elasticity in a DCE context and relate it to economic significance. Next, we review a selection of DCE studies from the environmental valuation literature and derive their implied scope elasticity estimates. We find that scope sensitivity analysis as validity diagnostics is uncommon in the DCE literature and many studies assume unitary elastic scope sensitivity by employing a restrictive functional form in estimation. When more flexible specifications are employed, the tendency is towards inelastic scope sensitivity. Then, we apply the scope elasticity concept to primary DCE data on people’s preferences for expanding the production of renewable energy in Norway. We find that the estimated scope elasticities vary between 0.13 and 0.58, depending on the attribute analyzed, model specification, geographic subsample, and the unit of measurement for a key attribute. While there is no strict and universally applicable benchmark for determining whether scope effects are economically significant, we deem these estimates to be of an adequate and plausible order of magnitude. Implications of the results for future DCE research are provided.
Artikkel Anne Lie, Maiken Tjora, Henrik Lindhjem, Ståle Navrud, Margrethe Aanesen, Gorm Kipperberg (2021)
Artikkel Julide Ceren Ahi, Gorm Kipperberg (2020)
This paper utilizes data from a split-sample discrete choice experiment to investigate the impact of including an employment attribute on stated preferences for protecting the coastal zone of Arctic Norway. The econometric analysis investigates how its inclusion affects attention to other choice experiment dimensions, and how welfare measures vary between the two subsamples and across models that control for attribute non-attendance versus models that do not. We find that the employment attribute has a relatively high attendance rate and that its inclusion does not appear to decrease attention to other attributes of interest. The impact of the added attribute on the part-worth estimates for environmental attributes is mixed. However, similar to prior research, we find that controlling for attribute non-attendance tends to yield lower welfare estimates. Lastly, our analysis indicates somewhat higher attention to the cost attribute than many previous studies.
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2020)
Despite a large stated-preference (SP) literature on wind power externalities, few SP studies employ a case-control approach to examine whether people’s acceptance of new wind power developments and renewable energy initiatives increases or decreases with exposure. Furthermore, the existing studies are inconclusive on this issue. In a case-control discrete choice experiment, we measure the level of acceptance in terms of people’s willingness-to-accept (WTA) for having future land-based wind power developments in Norway; comparing exposed and non-exposed people’s WTA. We find that exposure lowers acceptance. Furthermore, exposed people are also unwilling to pay as much to increase general domestic renewable energy production (from all sources) as non-exposed people, and thus have lower acceptance for such renewable energy policy initiatives. After testing for type of exposure, we argue that the inconclusiveness in the literature of how exposure affects acceptance of wind power developments could be due to the fact that impacts considered differ somewhat across studies.
Artikkel Ana Faria Lopes, Gorm Kipperberg (2020)
Sensitivity to scope is considered a desirable property of contingent valuation studies and often treated as a necessary condition for validity. We first provide an overview of scope insensitivity explanations put forth in the environmental valuation literature. Then we analyze data from a contingent valuation survey eliciting willingness-to-pay to prevent oil spills of four different magnitudes in Arctic Norway. In the baseline analysis, the scope inference is ambiguous. There is only statistical difference in willingness to pay to avoid a very large versus small oil spill (NOK 1869 and NOK 1086, respectively). However, further explorations show that several confounding factors suggested in the literature influence the scope inference. The scope sensitivity improves when we control for subjective probabilities of amenity provision, exclude respondents based on the debriefing questions, take into consideration the sample sizes, and impose diminishing marginal utility. Overall, the analysis supports an emerging view in the contingent valuation literature suggesting that statistical scope insensitivity is not a sufficient reason for deeming a study invalid.
Artikkel Gorm Kipperberg, Yuko Onozaka, Linh Thi Bui, Marthe Lohaugen, Greta Refsdal, Sandra Sæland (2019)
Artikkel Petter Andreas Gudding, Gorm Kipperberg, Craig Andrew Bond, Kelly Cullen, Eric Steltzer (2018)
This paper analyses data from a contingent valuation experiment carried out in a context with large degree of preference heterogeneity and valuation ambiguity. Despite this challenge, by implementing estimation of an unrestricted valuation function on pooled data from two elicitation formats, utilizing all preference information available from the survey, we are able to estimate welfare measures with an acceptable degree of statistical confidence. It turns out that an offshore wind farm, a priori believed to constitute a bad that people would be willing to pay to avoid, instead was a good that people would be willing to forego under compensation. This was true on average but not for all study participants. Two key determinants of preferences were spatial proximity to the proposed wind farm and perceptions of the visual impacts of wind turbines. Individuals who would be near and thought wind turbines are “ugly” had a mean willingness to pay to avoid the wind farm of about $508 per household per year. In contrast, those who would be far away and perceived wind turbines to be “beautiful” had a negative mean willingness to pay to avoid the wind farm of about −$595 per household per year.
Artikkel Marthe Lohaugen, Greta Refsdal, Gorm Kipperberg, Yuko Onozaka (2017)
Artikkel Marie Larsen Gellein, Gorm Kipperberg, Arne Vidar Risa (2015)
Artikkel Truls Eric Johan Engstrøm, Gorm Kipperberg (2015)
Artikkel Tonje Helvig Landråk, Gorm Kipperberg (2014)
Kapittel Petter Andreas Gudding, Gorm Kipperberg (2012)
Artikkel Gorm Kipperberg, Douglas M. Larson (2012)
Artikkel Craig A. Bond, Dana L. Hoag, Gorm Kipperberg (2011)
Rapportert 2010
Artikkel Kjell Arne Brekke, Gorm Kipperberg, Karine Nyborg (2010)
Artikkel Craig A. Bond, Dana L. Hoag, Gorm Kipperberg (2010)
This paper analyzes Colorado corn producers? preferences over both private- and environmental public- good production system attributes, and tests the robustness of alternative data reconstruction and estimation techniques. Irrigated corn production practices are characterized by intensive water and chemical use, resulting in nonpoint source pollution to water bodies as well as soil erosion problems. Data from a stated preference survey are employed to analyze key attributes of experimentally configured irrigation systems, proposed as alternatives to current practices. Panel mixed logit estimations (and several alternative fixed parameter specifications) uncover consistently positive preferences for profit, risk reduction, and, importantly, systems with less environmental impact in terms of nitrate leaching and soil erosion. The analysis also finds evidence of preference heterogeneity and a complementary relationship between the two environmental attributes. Analysis of this kind can be used by policy makers to predict behavioral responses associated with introduction of new technologies, or to assess welfare implications of agricultural policy changes and stricter environmental regulations.
Intervju Gorm Kipperberg, David Zetland (2023)
Intervju Henrik Lindhjem, Anders Dugstad, Kristine Grimsrud, Øyvind Handberg, Gorm Kipperberg, Eirik Kløw, Ståle Navrud (2019)
Intervju Gorm Kipperberg (2019)
Intervju Gorm Kipperberg (2019)
Intervju Gorm Kipperberg (2018)
Intervju Gorm Kipperberg (2016)
Intervju Gorm Kipperberg (2016)
Intervju Gorm Kipperberg (2016)
Kronikk Tonje Helvig Landråk, Gorm Kipperberg (2013)
Kronikk Petter Andreas Gudding, Gorm Kipperberg (2013)
Intervju Gorm Kipperberg (2012)
Intervju Truls Eric Johan Engstrøm, Gorm Kipperberg (2012)
Kronikk Petter Andreas Gudding, Gorm Kipperberg (2012)
Intervju Gorm Kipperberg (2012)
Deltakelse i media Gorm Kipperberg (2011)
Kronikk Gorm Kipperberg, Petter Andreas Gudding (2011)
Intervju Gorm Kipperberg (2011)
Intervju Gorm Kipperberg (2011)
Rapport Elise Kipperberg, Gorm Kipperberg (2025)
Foredrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2024)
Konferanseforedrag Henrik Lindhjem, Gorm Kipperberg, Maria L. Loureiro (2024)
Masteroppgave Gorm Kipperberg, Finn Mathias Finsnes, David Chokheli-Losnegård (2024)
Konferanseforedrag Martin Ørbeck, Henrik Lindhjem, Gorm Kipperberg, Maria L. Loureiro (2024)
Foredrag Gorm Kipperberg (2024)
Konferanseforedrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2023)
This study explores the concept of choice architecture and attribute translations in high-stake public management. Attribute translations refer to various ways attributes of private and public goods can be described or measured. These translations capture different utility and disutility aspects and assist decision-makers in aligning their preferences with potentially overlooked objectives and personal values. Attribute translations function as cognitive cues or signposts that remind decision-makers of their objectives. However, limited research exists on the prevalence and implications of signpost effects, especially for the public good provision. We present a novel formalized theoretical framework that motivates hypotheses regarding attribute translations as a choice architectural tool on decision-makers’ preferences. Furthermore, we report findings from a large-scale experiment that empirically examines the impact of manipulating the representation of a key contextual attribute. Our analysis demonstrates that attribute translations can activate congruent objectives and lead to predictable shifts in preference expressions. Additionally, individuals with strong pre-existing personal values that align with a specific attribute translation exhibit a more pronounced shift, indicating increased salience and influence of congruent objectives in decision-making. We further find that experimental variation in the presentation of attribute translations have impacts on choice certainty and stochasticity in decision-makers’ choices. These findings highlight the importance of investigating choice architecture and attribute translations to inform crucial public management and policy decisions. However, further research is needed to generalize these effects.
Foredrag Gorm Kipperberg (2023)
Foredrag Gorm Kipperberg (2023)
Foredrag Gorm Kipperberg (2023)
Foredrag Gorm Kipperberg (2023)
Foredrag Gorm Kipperberg (2023)
Foredrag Daniela Maria Pampanin, Jason Tyler Magnuson, Gorm Kipperberg, Magne Olav Sydnes, Daniel Schlenk (2023)
Foredrag Gorm Kipperberg (2023)
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2022)
We conducted the first discrete choice experiment to assess the place attachment concept in the valuation of and response to the place-specific environmental impact from a proposed wind farm in Norway. Place attachment increases required compensation for accepting the wind farm, strengthens resistance, and leads to a higher propensity to systematically choose the status quo option of no wind farm in the discrete choice experiment. This finding suggests that the so-called “not-in-my-backyard” (NIMBY) effect should be recognized as a rational response when people place a high value on local environmental amenities, including place identity and a sense of place.
Foredrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2022)
Foredrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2022)
Foredrag Vigdis Vandvik, Kristin Armstrong Oma, Gorm Kipperberg (2022)
Konferanseforedrag Martin Ørbeck, Gorm Kipperberg, Maria L. Loureiro, Henrik Lindhjem (2022)
Temporal aspects of environmental preferences and values have not yet received the attention the subject deserves within environmental economics, although interest has recently increased. This paper investigates how willingness-to-pay (WTP) values and environmental preferences for protecting the Oslo fjord against oil spills has evolved over a five-year period. For this purpose, data generated by two identical contingent valuation surveys on a high-quality internet panel applied to a population of Norwegian households in 2015 and 2020 are analyzed. The 2020 respondents consisted of both new participants and people who completed the survey in 2015, allowing an empirical strategy that leverages the strengths of both the test-retest and independent samples approaches. This data structure has only been found in two previous papers in the SP literature. Additionally, the size of our test-retest sample is larger than any other papers studying WTP stability over more than 1-2 years. We find a significant increase in mean WTP when comparing full samples of all individuals in both years, while an insignificant decrease is found among the subsample of retesters. Estimated preference functions are temporally stable when controlling for WTP determinants such as recreational activity and attitudes towards oil spill protection and the environment in general. This is evident in full samples and among test-retest respondents. For our third analytical method we decompose observed changes in mean WTP and try to isolate whether they are driven by changes in observable covariates or unobserved preferences. These results indicate that the decrease among test-retest respondents is caused by a negative shift in preferences. We are, however, unable to firmly conclude on causality, as it may be resulting from some unobserved factors not captured by the estimated models. A hypothesis that the circumstances caused by the Covid-19 pandemic, though relatively mildly affecting Norway at the time of data collection, were significantly affecting answers in 2020 is discussed and tested with a sensitivity analysis where various pandemic controls are introduced in estimation of WTP. Results of this procedure suggests that the pandemic circumstances likely did cause a negative effect on estimated preference parameters, in both full and test-retest samples
Foredrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2022)
Foredrag Kristine Grimsrud, Henrik Lindhjem, Anders Dugstad, Silje Tellervo Jelsness, Gorm Kipperberg, Ståle Navrud (2022)
Foredrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2022)
Konferanseforedrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2022)
Stated preference (SP) discrete choice experiment (DCE) methodology is utilized in environmental valuation, transportation studies, health economics, and marketing research. The ultimate aim of DCE research is to inform high stake decision-making in private and public sectors. However, different SP-DCE designs can yield different empirical results with idiosyncratic implications for policy and stakeholder welfare. With this fundamental premise, we investigate DCE design as choice architecture, a concept from behavioral sciences that refers broadly to the manner choice and preference expression contexts are presented. We first go through relevant taxonomy and relate it to DCE design. Then we classify and analyze previous DCEs in the specific application area of environmental valuation according to this taxonomy. Finally, we formalize a conceptual framework for the design of future DCE studies. Specifically, we suggest that DCE researchers should view themselves as choice architects. This meta-perspective on study design leads to the recommendation of including experimental variation in the experimental design instead of pursuing the elusive conventional notion of superior design.
Foredrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2022)
Foredrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2022)
Foredrag Gorm Kipperberg, Daniela Maria Pampanin (2022)
Konferanseforedrag Gorm Kipperberg, Julide Ceren Ahi, Margrethe Aanesen (2022)
Foredrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2022)
Konferanseforedrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2021)
Konferanseforedrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2021)
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2020)
Sensitivity to scope in nonmarket valuation refers to the property that people are willing to pay more for a higher quality or quantity of a nonmarket public good. Establishing significant scope sensitivity has been an important check of validity and a point of contention for decades in stated preference (SP) research, primarily on contingent valuation. Recently, researchers have begun to differentiate between statistical and economic significance. This paper contributes to this line of research by studying the significance of scope effects in discrete choice experiments (DCE) using the scope elasticity of willingness-to-pay (WTP) concept. We first formalize the scope elasticity concept in a DCE context and relate it to economic significance. Next, we review a selection of DCE studies from different fields and derive their implied scope elasticity estimates. We observe that scope tests as validity checks are uncommon in the DCE literature. Most studies assume unitary elastic scope sensitivities by employing linear functional forms, and when more flexible specifications are employed, the tendency is towards inelastic scope sensitivity. Then, we apply the scope elasticity concept to primary DCE data on people’s preference for expanding the production of renewable energy in Norway. We find that all scope elasticity estimates are statistically significant and vary between 0.18 and 0.46, depending on attribute analyzed, model specification, geographic subsample, and unit of measurement chosen for a key attribute. While there is no strict, universally applicable benchmark for determining the economic significance of scope impacts, we deem these estimates to be of an adequate and plausible order of magnitude. Implications of the results for future DCE research are provided.
Konferanseforedrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2020)
Konferanseforedrag Gorm Kipperberg, Anders Dugstad, Kristine Grimsrud, Henrik Lindhjem, Ståle Navrud (2020)
Konferanseforedrag Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2020)
Artikkel Anders Dugstad, Kristine Grimsrud, Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud (2020)
Norway is considering a national afforestation program for greenhouse gas (GHG) sequestration on recently abandoned semi-natural pastureland. However, the program may have negative impacts on landscape aesthetics and biodiversity. We conducted a national choice experiment survey to estimate non-market benefits of the afforestation program, compared to an alternative program of recovering pastures and the status quo of natural reforestation. Combining the preference data with secondary data on costs, we derive the social net return on land use alternatives. We find that restoring half of the abandoned pastures for grazing yields the highest net present value. Rural households closer to abandoned pastures are the largest beneficiaries of this policy due to the value they place on pastures and their disutility of natural reforestation. Their willingness to pay (WTP) for recovering pastures is more than three times that of urban households, while non-use values derived from carbon sequestration and biodiversity seem more constant across space. The net present value of all land use alternatives are still positive when limiting the aggregation of WTP to rural households, and when allowing for the presence of substantial hypothetical bias in benefit estimates and for cost increases. Results indicate that landscape and biodiversity values are substantial and should be considered when designing agricultural and climate policies.
Artikkel Henrik Lindhjem, Anders Dugstad, Kristine Grimsrud, Øyvind Nystad Handberg, Gorm Kipperberg, Eirik Kløw, Ståle Navrud (2019)
NVEs framleggelse av nasjonal ramme for vindkraft på land har skapt mye diskusjon om de negative miljøvirkningene. Det samlede kunnskapsgrunnlaget mangler samfunnsøkonomiske vurderinger generelt og diskusjon av miljøkostnader spesielt. Vi gir en oversikt over en stor internasjonal litteratur som kvantifiserer og verdsetter miljøkostnadene av vindkraft. Videre presenterer vi noen resultater fra pågående forskningsarbeid som har som formål å kartlegge den norske befolkningens preferanser og avveininger. Det er tydelig fra litteraturen og vårt eget arbeid så langt at det er en relativt stor kostnad for natur og omgivelser som kommer til uttrykk ved å undersøke folks avveininger med miljøøkonomiske metoder. Vi mener disse miljøkostnadene i mye større grad bør undersøkes i norsk sammenheng og integreres bedre i private og offentlige beslutninger. Ikke minst gjelder det i diskusjonene om Nasjonal Ramme, i NVEs konsesjonsprosesser og ved ikke å fravike prinsippet om at forurenser skal betale, også når det gjelder naturinngrep ved vindkraftutbygging. Det er på høy tid at forslaget om en naturavgift, som blant annet ble anbefalt av Grønn Skattekommisjon, tas opp igjen. En burde også vurdere opsjonsverdier knyttet til å vente på at havbasert vindkraft kan komme til erstatning for landbasert utbygging.
Kommentar Henrik Lindhjem, Erlend Røshol Åsheim, Gorm Kipperberg, Ståle Navrud (2019)
Foredrag Gorm Kipperberg (2019)
Foredrag Gorm Kipperberg (2019)
Foredrag Gorm Kipperberg (2019)
Foredrag Gorm Kipperberg (2019)
Foredrag Gorm Kipperberg (2019)
Konferanseforedrag Ana Faria Lopes, Gorm Kipperberg (2019)
Masteroppgave Gorm Kipperberg, Helene L. Gilje (2018)
Surfing as an ocean recreational activity is open access and generally without entrance fees. Valuing the recreational activity can, therefore, not be determent as straightforward as market commodities. Through “surfonomics” one can determine the economic value of waves and benefits gained by surfing to local communities. In this master thesis, the author examines the non-market value of surfing at the coast of Jæren, Norway. A reveal preference estimation in a random utility model of site choice is implemented to measure the recreation surfing benefits under status quo conditions and possible effects in site value for three hypothetical scenarios. This study uses data from an on-site survey conducted at the coast of Jæren in April 2018. Discrete choice models with fixed effects are estimated and used to derive total willingness to pay for two commonly known local surf sites, respectively Bore and Sele. Willingness to pay per trip per person is found to be in the range from NOK 11.81 to 15.83 in five estimated models. The annual non-market value of surfing, therefore, ranges from NOK 265 135 to 355 384. Results were calculated using a conservative estimate of 22 450 annual surfing trips. Results stemming from the three hypothetical scenarios suggest that wave quality, wave frequency and water quality at Jæren is expected to increase a site`s value. Hence, as the quality characteristics increase so will local visitations and surfers well-being.
Masteroppgave Gorm Kipperberg, Jannicke Jensen, Anette Kleppe (2018)
The main purpose of this study is to estimate the non-market value of Bore and Hellestø beaches in Norway, and the change in value under different hypothetical scenarios that might affect beach recreation. Information on the economic value of non-market goods, such as beaches, is necessary for optimal decision-making regarding coastal issues and policies that affect recreational value. Combining an individual travel cost model with contingent behaviour questions, this paper estimates the individual demand for recreation for two Norwegian beaches. Using a panel data approach, which compares both fixed effects and random effects models, we estimate the consumer surplus for status quo and for hypothetical quality changes. The consumer surplus estimates illustrate how the value of the beaches are negatively affected in the case of an environmental deterioration such as an oil spill or an activity restriction in the sand dunes.
Foredrag Ana Filipa Faria Lopes, Gorm Kipperberg (2018)
Foredrag Gorm Kipperberg (2018)
Konferanseforedrag Henrik Lindhjem, Gorm Kipperberg, Ståle Navrud, Kristine Grimsrud (2018)
Konferanseforedrag Gorm Kipperberg, Yuko Onozaka, Lin Thi Bui, Marthe Lohaugen, Greta Refsdal, Sandra Sæland (2018)
Konferanseforedrag Henrik Lindhjem, Kristine Grimsrud, Gorm Kipperberg, Ståle Navrud (2018)
Konferanseforedrag Gorm Kipperberg, Yuko Onozaka, Lin Thi Bui, Marthe Lohaugen, Greta Refsdal, Sandra Sæland (2018)
Masteroppgave Gorm Kipperberg, Lin Thi Bui, Sandra Sæland (2017)
Jærkysten er et gode som naturen forsyner oss med. Ettersom strendene langs Jærkysten er attraktiv for turisme- og rekreasjon er det viktig å forstå verdien av naturressursene. I fravær av spesifikke markedspriser på rekreasjonsområder kan miljøverdsetting anvendes for å kartlegge forbrukernes preferanser for naturressurser og for å sette en pengeverdi på miljøvennlige varer og tjenester. Informasjon som oppnås ved verdsetting av naturområder kan være nyttig når beslutningstakere skal forvalte naturressurser på en samfunnsmessig optimal måte. I oppgaven estimeres rekreasjonsverdien under status quo og under kvalitetsendringer for Solastranden og Orrestranden ved å anvende reisekostnadsmetoden. Datasettet inneholdt en kombinasjon av uttrykte- og avslørte preferansedata. Resultater fra Poisson- og negativ binomisk regresjonsmodeller avslører at den gjennomsnittlige økonomiske bruksverdien per personbesøk på Solastranden og Orrestranden er henholdsvis kr. 122 og kr. 109. Ved et konservativt anslag på 100 000 årlige personbesøk til hver av strendene estimeres årlig rekreasjonsverdi til 12.16 millioner kroner for Solastranden og 10.92 millioner kroner for Orrestranden. En havvindpark i utsiktshorisonten ved strendene vil ha minimal eller ingen effekt på antall årlige turer, mens forbud mot å gå tur med hund på strendene ser ut til å ha en negativ velferdseffekt for Solastranden hvor konsumentoverskuddet reduseres med 1.24 millioner kroner.
Foredrag Gorm Kipperberg (2017)
Foredrag Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud, Kristin Magnussen (2017)
Foredrag Gorm Kipperberg, Ståle Navrud, Kristin Magnussen, Henrik Lindhjem (2017)
Konferanseposter Gorm Kipperberg (2017)
Foredrag Gorm Kipperberg (2017)
Konferanseforedrag Gorm Kipperberg, Petter Andreas Gudding, Craig Andrew Bond, Kelly Cullen, Steltzer Eric (2017)
This paper analyzes data from a contingent valuation experiment carried out in a context with large degree of preference heterogeneity and valuation ambiguity. Despite this challenge, by implementing estimation of an unrestricted valuation function on pooled data from two elicitation formats, utilizing all preference information available from the survey, we are able to estimate welfare measures with an acceptable degree of statistical confidence. It turns out that an offshore wind farm, a priori believed to constitute a “bad” that people would be willing to pay to avoid, instead was a “good” that people would be willing to forego under compensation. This was true on average, but not for all study participants. Two key determinants of preferences were spatial proximity to the proposed wind farm and perceptions of the visual impacts of wind turbines. Individuals who would be near thought wind turbines are “ugly” had a mean willingness to pay to avoid the wind farm of about $510 per household per year. In contrast, those who would be far away and perceived wind turbines as “beautiful” had a negative mean willingness to pay to avoid the wind farm of about -$600 per household per year.
Foredrag Henrik Lindhjem, Ståle Navrud, Kristin Tangvik Magnussen, Gorm Kipperberg, Richard T. Carson, John Loomis, John Rolfe, Richard Ready, Jon Strand (2017)
Konferanseforedrag Gorm Kipperberg, Marthe Lohaugen, Yuko Onozaka, Greta Refsdal (2017)
The travel cost method (TCM) has been scarcely employed in Nordic contexts, despite over half a century of widespread international use as one of the least contested nonmarket valuation methods in environmental economics. In Norway, the TCM is virtually absent from current environmental valuation research in Norway. This paper presents results from a new TCM study conducted in the context of popular city-near recreation area in Norway. This type of site is under increasing development pressures due to rising population and emerging industries. For policy-makers and public resource managers to make good decisions, they need information about the value that such sites generate and the opportunity costs of diminished access to nature and recreational opportunities. We estimate baseline values for the local recreation area using an individual-level single-site TCM approach, while controlling for substitution possibility. Importantly, we supplement revealed preference information with stated behavior data to investigate how placement of a wind farm in the viewshed of the area could affect recreation demand and values. While wind power preferences have been investigated in many valuation studies before, only a few of them used TCM framework. The main findings of the paper are as follows: Estimated baseline consumer surplus is NOK 61-122 per person per visit, with NOK 87 (≈Euro 9.9) being the mean estimate from the “preferred” model. Extrapolated to a conservative count of 200 000 annual visits, this yields a total recreational value of NOK 17.4 million per year. Placement of a wind farm in the viewshed is predicted to affect negatively both the average use-value and the number of annual visits. The estimated reduction in consumer surplus varies from 20% to 35%, depending on model specifications. The paper compares these models and their predicted net welfare impacts.
Foredrag Gorm Kipperberg, Henrik Lindhjem, Ståle Navrud, Kristin Tangvik Magnussen, Richard T. Carson, John Loomis, Richard Ready, John Rolfe, Kristine Grimsrud, Ana Filipa Faria Lopes, ... (2017) Julide Ceren Ahi (2017) Vis alle forfattere
Project workshop objectives: The primary objective is to analyse how values of ecosystem services (ES) can be reliably estimated and combined in an amended cost-benefit analysis (CBA) framework to better understand and illuminate decision-relevant trade-offs on different spatial and temporal scales within the coastal zone. Some research challenges to be discussed at the workshop: • Future research directions in non-market ES valuation research, specifically in a coastal and marine contexts. • How to conduct further validity testing and triangulation of the methods to achieve higher level of precision and credibility (often demanded by users), especially for SP methods. • How to conduct ES valuation studies that are specifically designed for decision-support and CBA, not just «awareness raising», and that deal directly with practical challenges such as: o Scientific uncertainty, o Spatial explicitness of values, use of GIS tools, o Temporal stability of values over medium and longer terms, o Assessing affected populations & aggregation over ES use and non-use values. • ES are not always easy to value in monetary terms, or it may not be meaningful to do so. Integrating monetary and non-monetary values associated with ES into a hybrid CBA framework is both a policy and management need, as well as a research challenge. • For CBA to play a more important role in the policy process, a more explicit focus on distributional/equity issues is also needed to better understand underlying conflicts.
Foredrag Gorm Kipperberg (2017)
Konferanseforedrag Ana Filipa Faria Lopes, Gorm Kipperberg (2017)
Contingent valuation is a commonly used method to elicit willingness to pay to avoid oil spills and their corresponding impacts. One of the main criticisms of the method is its apparent inability to pass scope tests. In the context of oil spill prevention, respondents are not always willing to pay more to prevent a larger oil spill size. This paper aims at adding to the sensitivity to scope research by analyzing how sensitivity to scope to oil spill sizes can be observed. An empirical application is implemented for the case of a potential oil spill in the Lofoten region in Norway. When sample observations are filtered in order to avoid problematic responses, we find mean annual willingness to pay (WTP) per household of NOK 1970, 2162, 2577 and 2888 for a small, medium, large and very large oil spill, respectively. The estimates to avoid the largest oil spills are statistically different from the estimate to avoid a small oil spill. If problematic responses are kept, then this study does not pass an external scope test.
Masteroppgave Ingrid Egeland, Frøystein Ingrid Nilsen, Gorm Kipperberg (2016)
In this study the values that could be lost if an environmental damage occurs in Vestfjorden are estimated. The overall research question is: “What is the willingness to pay for preventing an oil spill in Vestfjorden?”. The idea is that this might give indications on how people value the region’s environment and their current economic and recreational use of it. Focus is further on identifying the use and non-use components of the potential losses. In other words, a goal is to learn what parts of these that are related to use of the Vestfjorden area and not. The Contingent Valuation Method is applied in order to investigate this. The data is taken from an Internet administered survey conducted in 2013, for which a sample from the Norwegian population was stratified on county level. The respondents were asked if they were willing or not to pay a proposed sum of money to avoid a constructed environmental damage in Vestfjorden. There were questions concerning recreational usage of the area, and others to detect various potential effects on the subject in focus. Average annual willingness to pay per household in a 10-year period is estimated to be between 1304 and 1359 NOK. Total values that could be lost if an environmental damage occurred in the Vestfjorden area is calculated at 28.6 billion NOK. There is a high degree of uncertainty surrounding these numbers. The non-use component makes up the largest part of the potential losses. This means that many Norwegians who are not defined as users of the area want to pay for preserving it. The result indicates that Vestfjorden is of national importance. Various demographic and other variables seem to affect how individuals value the region. The study was planned and implemented according to recommendations for the Contingent Valuation Method. Most of the explanatory variables that are included in the analyses have the expected estimated coefficients. The value estimates resembles the ones found in other researches. Together, this indicates that the results from the study are reliable and valid.
Foredrag Gorm Kipperberg (2016)
Foredrag Gorm Kipperberg (2016)
Rapport Helge Skaaraas, Ann-Janette Hansen, Elin Riise, Jan Stenersen, Dag Refling, Rolf Johansen, Hogne Hjelle, Mia Ebeltoft, Helga Skofteland, Gorm Kipperberg, ... (2015) Lerke Poulsen Drevsjø, Ingunn Hoel Lindeman, Eivind Junker, Hallvard Berg, Dag Olav Høgvold, Kristine Flesjø, Morten Nicholls (2015) Vis alle forfattere
Konferanseforedrag Gorm Kipperberg, Marie Larsen Gellein, Arne Vidar Risa (2015)
Rapport Tonje Helvig Landråk, Gorm Kipperberg (2013)
Rapport Marie Larsen Gellein, Arne Vidar Risa, Gorm Kipperberg (2013)
Rapport Petter Andreas Gudding, Gorm Kipperberg (2013)
Rapport Gorm Kipperberg, Douglas M. Larson (2010)
This paper examines households? preferences for community recycling programs, which have both public and private good dimensions, using stated preference data from a household survey carried out in Seattle, Washington. It begins with estimations that uncover varying preferences across program types and across individuals within specific program types, and yield unique estimates of willingness to pay for community recycling rate improvements. Predicted individual-specific utility parameters are then regressed on household background information to explicitly examine the nature of preference heterogeneity. Overall, this paper generates interpretable policy-relevant insights into the public and private good dimensions of community recycling programs.
Arbeidsnotat Kjell Arne Brekke, Karine Nyborg, Gorm Kipperberg (2007)
| År | Akademisk institusjon | Grad |
|---|---|---|
| 1900 | NA | Other |