working paper

Chaining Behavior in Urban Tripmaking: A Critical Review

Publication Date

October 1, 1981

Author(s)

Working Paper

UCI-ITS-WP-81-6, UCI-ITS-AS-WP-81-4

Areas of Expertise

Abstract

Although there exists a sizeable body of literature involving complex travel behavior most of this literature is of a highly fragmentary nature due to the lack of a comprehensive theoretical framework. Within the last decade transportation research has addressed such issues as activity time allocation (duration), destination choice, trip linkages, activity participation, activity scheduling, spatial/temporal constraints and the structure of multi-purpose travel but few studies have attempted to incorporate more than one or two of these concepts into a methodological framework. Similarly, a full range of models, from conceptual to empirical involving a wide range of techniques (e.g., Markov processes, Monte Carlo simulation, multiple regression analysis, utility maximization, etc.) have been employed with varying results. Although a descriptive review of all the existing literature would provide substantial background, a critical analysis of the most relevant sources serves as a better means to identify potential “building blocks” (i.e., variables, constraints, interactions, etc.) for use in the design and construction of a comprehensive theoretical framework. In general, three types of research were considered relevant to this study: (1) studies that isolated critical variables and investigated their influence on individual’s observed behavior (2) studies that employed multivariate frameworks to examine the interactions between sets of variables, and (3) studies that developed behavioral theories and empirically tested various theoretical constructs. The hypotheses generated and the inferences drawn have been compared and contrasted so that both similarities and differences in the studies are revealed. To facilitate multiple comparisons between the various approaches, a literature taxonomy has also been constructed and is included in the appendix to this paper. 

Suggested Citation
Gregory S. Root, Michael G. McNally, Will Recker and Mark A. Smiley (1981) Chaining Behavior in Urban Tripmaking: A Critical Review. Working Paper UCI-ITS-WP-81-6, UCI-ITS-AS-WP-81-4. Institute of Transportation Studies, Irvine. Available at: https://escholarship.org/uc/item/3qx10644.

published journal article

Epigenome-wide association study of ambient air pollution in a racially and ethnically diverse population of smokers: The Multiethnic Cohort Study

ISEE Conference Abstracts

Publication Date

August 15, 2024

Author(s)

Brian Z Huang, Adelynn Paik, Alexandra M Binder, Brandon Quon, Chiuchen Tseng, Maarit Tiirikainen, Zhanghua Chen, Veronica Wendy Setiawan, David V Conti, Christopher A Haiman, Lynne R Wilkens, Stephen S Hecht, Daniel O Stram, Loïc Le Marchand, Jun Wu, Anna H Wu, Iona Cheng, Sungshim L Park

Abstract

BACKGROUND AND AIM[|]Previous studies have suggested that smokers may have higher susceptibility to air pollution-related morbidity and mortality. However, the biological mechanisms are poorly understood. We sought to elucidate whether air pollution impacts health outcomes via epigenetic modification in a racially and ethnically diverse population of smokers.[¤]METHOD[|]We conducted an epigenome-wide association study (EWAS) of air pollution among 843 Los Angeles-based smokers from the Multiethnic Cohort Study (361 African American, 82 Japanese American, 395 Latino, and 5 White participants). Blood DNA methylation was measured using the MethylationEPICv1 array. Exposures to kriging-interpolated PM2.5, PM10, NO2, and NOx averaged twelve months prior to blood draw (1994-2006) were estimated based on participants’ addresses. Linear regression was conducted to assess the association between each pollutant and DNA methylation, adjusting for race and ethnicity, age, sex, neighborhood SES, and cell type proportions. Race- and ethnicity-specific EWAS were conducted for African Americans and Latinos.[¤]RESULTS[|]Average levels of all pollutants were significantly higher among Latinos compared to the other races and ethnicities (p<0.0001). Among all participants, there were no statistically significant associations between any pollutant and DNA methylation (genome-wide p<9×10⁻⁸). In the African American-specific EWAS, the highest quartile (Q4 vs Q1) of NO2 was associated with differential methylation at 42 CpG sites (p<9×10⁻⁸). The most significant hits were in genes associated with cancer risk/survival, including ATP9B (cg14071758), PEMT (cg10633334), WIZ (cg01387972) and TRIM27 (cg22355525). In the Latino-specific EWAS, the highest quartile (Q4 vs Q1) of NO2 was associated with decreased DNA methylation at cg03020635 in chromosome 14 (p<9×10⁻⁸). The effect estimates for these CpG sites were heterogeneous between African Americans and Latinos (p-heterogeneity<0.0001).[¤]CONCLUSIONS[|]Among African Americans, NO2 was associated with differential methylation at several CpG sites in cancer-related genes. The heterogeneous associations by race and ethnicity suggest potential racial- and ethnic-specific epigenetic changes due to air pollution among smokers.[¤]

Suggested Citation
Brian Z Huang, Adelynn Paik, Alexandra M Binder, Brandon Quon, Chiuchen Tseng, Maarit Tiirikainen, Zhanghua Chen, Veronica Wendy Setiawan, David V Conti, Christopher A Haiman, Lynne R Wilkens, Stephen S Hecht, Daniel O Stram, Loïc Le Marchand, Jun Wu, Anna H Wu, Iona Cheng and Sungshim L Park (2024) “Epigenome-wide association study of ambient air pollution in a racially and ethnically diverse population of smokers: The Multiethnic Cohort Study”, ISEE Conference Abstracts, 2024(1). Available at: 10.1289/isee.2024.1250.

published journal article

Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth

Remote Sensing of Environment

Publication Date

November 1, 2018

Author(s)

Lianfa Li, Jason Zhang, Xia Meng, Ying Fang, Yong Ge, Jian Wang, Chengyi Wang, Jun Wu, Haidong Kan

Abstract

Exposure estimation of fine particulate matter with diameter ¡ 2.5 mu m (PM2.5) at high spatiotemporal resolution is crucial to epidemiological studies that examine acute or sub-chronic health outcomes of PM2.5. However, exposure assessment of PM2.5 has been negatively affected by sparsely distributed monitoring stations. In addition, several limitations exist among the existing methods for high spatiotemporal resolution PM2.5 estimation, including ignorance or limited use of spatial autocorrelation, single-model methods, and use of aerosol optical depth data with non-random missingness. These limitations probably introduce bias or high uncertainty in model estimation. In this paper, we proposed an approach of constrained mixed-effect bagging models to leverage advanced algorithm of the high-resolution AOD retrieved by Multi-Angle Implementation of Atmospheric Correction (MAIAC), with other spatiotemporal predictors and spatial autocorrelation to reliably estimate PM2.5 at a high spatiotemporal resolution. Our base model was a daily mixed-effect spatial model that accounted for spatial autocorrelation using embedded structured and unstructured spatial random effects. Point estimates from the base models were then averaged based on the bootstrap aggregating (bagging) to reduce variance in prediction. Then, constrained optimization was developed to minimize the impact of missing AOD and to capture a full time-series of PM2.5 concentration. Our daily-level bagging allowed AOD-PM2.5 association and spatial autocorrelation to vary daily, which substantially improved the model performance. As a case study of daily PM2.5 predictions in 2014 in Shandong Province, China, our approach achieved R-2 of 0.87 (RMSE: 18.6 mu g/m(3)) in cross validation, and R-2 of 0.75 (RMSE: 20.6 mu g/m(3)) in an independent test, similar to or better than most existing methods. We further extended the 2014 models to simulate 2014-2016 full time-series of biweekly average PM2.5 concentrations with no use of covariates in 2015-2016 but constrained optimization over 2014 daily point estimates; the results showed well-captured temporal trend with a total correlation of 0.81 between the simulated and observed values from 2015 to 2016. Our approach can be applied for other regions for exposure estimation of PM2.5 when measurements alone are not able to capture the desirable spatial and temporal resolutions.

Suggested Citation
Lianfa Li, Jiehao Zhang, Xia Meng, Ying Fang, Yong Ge, Jinfeng Wang, Chengyi Wang, Jun Wu and Haidong Kan (2018) “Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth”, Remote Sensing of Environment, 217, pp. 573–586. Available at: 10.1016/j.rse.2018.09.001.

conference paper

Poster abstract: Thermal side-channel forensics in additive manufacturing systems

2016 ACM/IEEE 7th international conference on cyber-physical systems (ICCPS)

Publication Date

April 1, 2016

Author(s)

Sujit Rokka Chhetri, Sina Faezi, Arquimedes Canedo, Mohammad Al Faruque
Suggested Citation
Sujit Rokka Chhetri, Sina Faezi, Arquimedes Canedo and Mohammad Abdullah Al Faruque (2016) “Poster abstract: Thermal side-channel forensics in additive manufacturing systems”, in 2016 ACM/IEEE 7th international conference on cyber-physical systems (ICCPS). IEEE. Available at: 10.1109/iccps.2016.7479115.

policy brief

Software and Hardware Systems for Autonomous Smart Parking Accommodating both Traditional and Autonomous Vehicles

Suggested Citation
Mohammad Abdullah Al Faruque (2021) Software and Hardware Systems for Autonomous Smart Parking Accommodating both Traditional and Autonomous Vehicles. Policy Brief. ITS-Irvine. Available at: https://www.metrans.org/assets/research/psr-19-30%20to-027%20research%20brief.pdf.

conference paper

Methodologies for implementing FPGA-based control systems

IFAC proceedings volumes (IFAC-PapersOnline)

Publication Date

January 1, 2011

Author(s)

Suggested Citation
Z.M. Kassas (2011) “Methodologies for implementing FPGA-based control systems”, in IFAC proceedings volumes (IFAC-PapersOnline), pp. 9911–9916. Available at: 10.3182/20110828-6-IT-1002.00783.

Phd Dissertation

Scheduling with conflicts and applications to traffic signal control

Abstract

TBD

Suggested Citation
Vitus Joseph Leung (1997) Scheduling with conflicts and applications to traffic signal control. University of California, Irvine. Available at: https://uci.primo.exlibrisgroup.com/permalink/01CDL_IRV_INST/17uq3m8/alma991019988569704701.

published journal article

Explaining the support for homeownership policy in US cities: A political economy perspective

Housing Studies

Publication Date

December 1, 2006

Author(s)

Suggested Citation
Victoria Basolo (2006) “Explaining the support for homeownership policy in US cities: A political economy perspective”, Housing Studies, 22(1), pp. 99–119. Available at: 10.1080/02673030601024648.

conference paper

Determining the overall value of implemented mew technology in transportation - Integrated multiple objective-attribute methodology

Evaluating intelligent transportation systems, advanced traveler information systems, and other artificial intelligence applications: Planning and administration

Publication Date

January 1, 2000

Abstract

Two existing techniques are integrated and a methodology for evaluating transportation projects, especially complex projects that involve new technologies, is created. While integrating the multiattribute value function technique with the analytic hierarchy process, a new scaling approach is introduced through use of a linear scaling proxy. Additionally, the approach identifies an overall worth for a project. This overall worth provides decision makers with a quantitative value they can use to compare different projects or to estimate and compare hypothetical results. The methodology is demonstrated in a sample problem. The methodology’s application to the Anaheim field operational test is then described. Often, evaluations fall to look at all the potential areas a project may affect. This methodology simplifies the process for including institutional issues in the final results of an evaluation.

Suggested Citation
SG Mattingly, R Jayakrishnan and MG McNally (2000) “Determining the overall value of implemented mew technology in transportation - Integrated multiple objective-attribute methodology”, in Evaluating intelligent transportation systems, advanced traveler information systems, and other artificial intelligence applications: Planning and administration. TRANSPORTATION RESEARCH BOARD NATL RESEARCH COUNCIL / Transportat Res Board (Transportation research record), pp. 92–102.

published journal article

Taxes and telework: The impacts of state income taxes in a work-from-home economy

Journal of Urban Economics

Publication Date

January 1, 2025

Author(s)

David R. Agrawal, Jan Brueckner

Abstract

This paper studies the interstate effects of decentralized taxation and spending when work-from-home allows fully remote work from another state. In this setting, a state’s population and employment levels are decoupled, making the impact of state tax differentials radically different from when individuals must live and work in the same state. The impacts depend on whether income is taxed at the location of the employer (source) or employee (residence). Our main findings show that a shift from a non-WFH economy to a work-from-home (WFH) economy reduces employment and raises the wage in the high-tax state, with larger effects under source taxation. The logic is that wages are lower in the high-tax state in the absence of WFH, and with interstate wage equality required when residences and workplaces are decoupled, WFH causes a loss of employment and an increase in the wage in that state. Once WFH is established, a tax increase in the high-tax state either reduces employment further while raising the wage (source taxation) or leaves the labor market unaffected (residence taxation). We also show that the non-WFH equilibrium and the source-tax equilibrium under WFH are inefficient, while the residence-tax WFH equilibrium is efficient.

Suggested Citation
David R. Agrawal and Jan K. Brueckner (2025) “Taxes and telework: The impacts of state income taxes in a work-from-home economy”, Journal of Urban Economics, 145, p. 103732. Available at: 10.1016/j.jue.2024.103732.