Seth Guikema
Biographic Data
| ID | 182199 |
|---|---|
| NAME | Seth Guikema |
| GIVEN NAMES | Seth |
| FAMILY NAME | Guikema |
| SIGNATURE | GUIKEMA S |
| AFFILIATIONS | University of Michigan |
| ORCID | 0000-0001-6024-0303 |
| VERIFIED | Yes |
| TOTAL WORKS | 15 |
| TOTAL CITATIONS | 8 |
| AUTHOR COUNT | 15 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 2 |
Covid-19 Pandemic’s Impact on Online Sex Advertising and Sex Trafficking
Disruptive social events such as the COVID-19 pandemic can have a significant impact on sex trafficking and the working conditions of victims, yet these effects have been little understood. This paper examines the effect of the COVID-19 pandemic on sex trafficking in the United States, based on analysis of over one million sexual service advertisements from the online platform Rubratings.com, using indicators of third-party management as potentia…
Using mobile phone data for quantifying large-scale household-level disaster recovery
Natural disasters often result in evacuations, travel disruptions, power outages, school closures, and closures of other facilities affecting the ability of individuals to maintain their typical daily patterns. Visits to home and work follow regular patterns that may be interrupted due to a natural hazard. These disruptions impact productivity and well-being. However, there does not currently exist a way to estimate how long individuals' home and…
Resident recovery priorities for activities and services after a hypothetical hurricane
This study investigates the recovery priorities of residents in metropolitan areas for restoring electric power utility and transportation infrastructure impacted by hurricanes. Utilizing a survey distributed across four major U.S. cities—Houston, New York City, Washington D.C., and Miami—the research poses hypothetical hurricanes to explore how demographics, socio-economic features, work characteristics, and access to alternative power source(s)…
Why are You Here ? Modeling Illicit Massage Business Location Characteristics with Machine Learning
Illicit massage businesses are a venue for sex and labor trafficking in the United States. Though many of their locations are made publicly available through online advertising, little is known about why they choose to locate where they do. In this work, we use inferential modeling to better understand the spatial distribution of illicit massage businesses within the U.S. Based on addresses web-scraped weekly from online advertisements over 6 mon…
Estimating pre-impact and post-impact evacuation behaviors – An empirical study of hurricane Ida in coastal Louisiana and Mississippi
Integrating Equity Considerations into Agent-Based Modeling
Advancing equity is a complex challenge for society, science, and policy. Agent-based models are \nincreasingly used as scientific tools to advance understanding of systems, inform decision-making, and share \nknowledge. Yet, equity has not received due attention within the agent-based modeling (ABM) literature. In this \npaper, we develop a conceptual framework and provide guidance for integrating equity considerations into ABM \nresearch and mo…
Risk science offers an integrated approach to resilience
Covid-19 has illuminated the need for clearer AI-based risk management strategies
Machine learning methods offer opportunities improve pandemic response and risk management by supplementing mechanistic modeling approaches to pandemic planning and response based on diverse sources of data at every level from the local to global scale. However, such solutions rely on the availability of appropriate data as well as communication and dissemination of that data to develop tools and guidance for decision making. A lack of consistenc…
Urban population characteristics and their correlation with historic discriminatory housing practices
Let the farmer decide
Large-scale land acquisitions (LSLAs) can facilitate agricultural intensification in low- and middle-income countries, but they frequently dispossess smallholders of their land and thereby generate tradeoffs between market-oriented production and smallholder livelihoods. Given the global prevalence of LSLAs, it is important to understand how they can be structured to reconcile these goals. This paper focuses on contract farming (CF) as a means to…
Land-use changes associated with large-scale land transactions in Ethiopia
Williams, T. G., S. A. Trush, J. A. Sullivan, C. Liao, N. Chesterman, A. Agrawal, S. D. Guikema, and D. G. Brown. 2021. Land-use changes associated with large-scale land transactions in Ethiopia. Ecology and Society 26(4):34. https://doi.org/10.5751/ES-12825-260434
Night and day
Parks and safety
Hard-adaptive measures can increase vulnerability to storm surge and tsunami hazards over time
Behavioral adaptation to climate change in wildfire‐prone forests
The link between climate change and increased wildfire risk highlights the need for adaptation in wildfire‐prone landscapes. While extensive research has focused on adaptation at the levels of communities, policies, and governance systems, there is limited understanding of adaptation at the level of individual behavioral responses. Individuals not only directly experience the adverse effects of wildfires but also shape their own exposure to wildf…
Behavioral adaptation to climate change in wildfire‐prone forests
The link between climate change and increased wildfire risk highlights the need for adaptation in wildfire‐prone landscapes. While extensive research has focused on adaptation at the levels of communities, policies, and governance systems, there is limited understanding of adaptation at the level of individual behavioral responses. Individuals not only directly experience the adverse effects of wildfires but also shape their own exposure to wildf…
Risk science offers an integrated approach to resilience
Covid-19 has illuminated the need for clearer AI-based risk management strategies
Machine learning methods offer opportunities improve pandemic response and risk management by supplementing mechanistic modeling approaches to pandemic planning and response based on diverse sources of data at every level from the local to global scale. However, such solutions rely on the availability of appropriate data as well as communication and dissemination of that data to develop tools and guidance for decision making. A lack of consistenc…
Land-use changes associated with large-scale land transactions in Ethiopia
Williams, T. G., S. A. Trush, J. A. Sullivan, C. Liao, N. Chesterman, A. Agrawal, S. D. Guikema, and D. G. Brown. 2021. Land-use changes associated with large-scale land transactions in Ethiopia. Ecology and Society 26(4):34. https://doi.org/10.5751/ES-12825-260434
Hard-adaptive measures can increase vulnerability to storm surge and tsunami hazards over time
Behavioral adaptation to climate change in wildfire‐prone forests
The link between climate change and increased wildfire risk highlights the need for adaptation in wildfire‐prone landscapes. While extensive research has focused on adaptation at the levels of communities, policies, and governance systems, there is limited understanding of adaptation at the level of individual behavioral responses. Individuals not only directly experience the adverse effects of wildfires but also shape their own exposure to wildf…
Night and day
Parks and safety
Urban population characteristics and their correlation with historic discriminatory housing practices
Let the farmer decide
Large-scale land acquisitions (LSLAs) can facilitate agricultural intensification in low- and middle-income countries, but they frequently dispossess smallholders of their land and thereby generate tradeoffs between market-oriented production and smallholder livelihoods. Given the global prevalence of LSLAs, it is important to understand how they can be structured to reconcile these goals. This paper focuses on contract farming (CF) as a means to…
Land-use changes associated with large-scale land transactions in Ethiopia
Williams, T. G., S. A. Trush, J. A. Sullivan, C. Liao, N. Chesterman, A. Agrawal, S. D. Guikema, and D. G. Brown. 2021. Land-use changes associated with large-scale land transactions in Ethiopia. Ecology and Society 26(4):34. https://doi.org/10.5751/ES-12825-260434
Integrating Equity Considerations into Agent-Based Modeling
Advancing equity is a complex challenge for society, science, and policy. Agent-based models are \nincreasingly used as scientific tools to advance understanding of systems, inform decision-making, and share \nknowledge. Yet, equity has not received due attention within the agent-based modeling (ABM) literature. In this \npaper, we develop a conceptual framework and provide guidance for integrating equity considerations into ABM \nresearch and mo…
Risk science offers an integrated approach to resilience
Covid-19 has illuminated the need for clearer AI-based risk management strategies
Machine learning methods offer opportunities improve pandemic response and risk management by supplementing mechanistic modeling approaches to pandemic planning and response based on diverse sources of data at every level from the local to global scale. However, such solutions rely on the availability of appropriate data as well as communication and dissemination of that data to develop tools and guidance for decision making. A lack of consistenc…
Why are You Here ? Modeling Illicit Massage Business Location Characteristics with Machine Learning
Illicit massage businesses are a venue for sex and labor trafficking in the United States. Though many of their locations are made publicly available through online advertising, little is known about why they choose to locate where they do. In this work, we use inferential modeling to better understand the spatial distribution of illicit massage businesses within the U.S. Based on addresses web-scraped weekly from online advertisements over 6 mon…
Estimating pre-impact and post-impact evacuation behaviors – An empirical study of hurricane Ida in coastal Louisiana and Mississippi
Resident recovery priorities for activities and services after a hypothetical hurricane
This study investigates the recovery priorities of residents in metropolitan areas for restoring electric power utility and transportation infrastructure impacted by hurricanes. Utilizing a survey distributed across four major U.S. cities—Houston, New York City, Washington D.C., and Miami—the research poses hypothetical hurricanes to explore how demographics, socio-economic features, work characteristics, and access to alternative power source(s)…
Covid-19 Pandemic’s Impact on Online Sex Advertising and Sex Trafficking
Disruptive social events such as the COVID-19 pandemic can have a significant impact on sex trafficking and the working conditions of victims, yet these effects have been little understood. This paper examines the effect of the COVID-19 pandemic on sex trafficking in the United States, based on analysis of over one million sexual service advertisements from the online platform Rubratings.com, using indicators of third-party management as potentia…
Using mobile phone data for quantifying large-scale household-level disaster recovery
Natural disasters often result in evacuations, travel disruptions, power outages, school closures, and closures of other facilities affecting the ability of individuals to maintain their typical daily patterns. Visits to home and work follow regular patterns that may be interrupted due to a natural hazard. These disruptions impact productivity and well-being. However, there does not currently exist a way to estimate how long individuals' home and…
Geography (10 works) · Business (9 works) · Medicine (7 works) · Political science (7 works) · Computer Science (6 works) · Disaster Management and Resilience (5 works) · Economics (5 works) · Engineering (5 works) · Environmental Science (5 works) · Environmental health (4 works)