FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386573731> ?p ?o ?g. }

• W4386573731 endingPage "114080" @default.
• W4386573731 startingPage "114080" @default.
• W4386573731 abstract "This study builds on the existing poverty literature and leverages data from disparate sources including both big data sources such as satellite images and traditional data sources such as the federal, state, and local agencies to develop a context-specific poverty prediction model using design science. We examine whether and to what extent infrastructure development as measured from the satellite images as well as spatial spillovers helps predict the poverty rate of a given census tract. We also develop and implement a Vector Autoregression (VAR) based ensemble model that combines predictions from daytime and nighttime imaging with adjacent tracts' poverty rates and other economic and demographic factors identified in prior literature. Our results show that daytime imaging and spatial network features have significant predictive value and that a combination of these features gives the best predictive power. In addition, we find that the skewness of poverty rates among adjacent census tracts, not the average, is a significant predictor showing the importance of distribution of poverty around a region. Our work has major implications for researchers using deep learning and network analysis for policy development and decision making." @default.
• W4386573731 created "2023-09-10" @default.
• W4386573731 creator A5000553447 @default.
• W4386573731 creator A5034855502 @default.
• W4386573731 creator A5092833122 @default.
• W4386573731 date "2023-09-01" @default.
• W4386573731 modified "2023-10-16" @default.
• W4386573731 title "Developing a contextual model of poverty prediction using data science and analytics – The case of Shelby County" @default.
• W4386573731 cites W1996221647 @default.
• W4386573731 cites W2056186894 @default.
• W4386573731 cites W2060647977 @default.
• W4386573731 cites W2062850276 @default.
• W4386573731 cites W2071829584 @default.
• W4386573731 cites W2097308259 @default.
• W4386573731 cites W2131398645 @default.
• W4386573731 cites W2136922540 @default.
• W4386573731 cites W2164422986 @default.
• W4386573731 cites W2165189451 @default.
• W4386573731 cites W2173315138 @default.
• W4386573731 cites W2205275855 @default.
• W4386573731 cites W2267578677 @default.
• W4386573731 cites W2513506629 @default.
• W4386573731 cites W2513604209 @default.
• W4386573731 cites W2766068522 @default.
• W4386573731 cites W2771320347 @default.
• W4386573731 cites W2772287156 @default.
• W4386573731 cites W2773251566 @default.
• W4386573731 cites W2803901985 @default.
• W4386573731 cites W2897113013 @default.
• W4386573731 cites W2927989574 @default.
• W4386573731 cites W2948490758 @default.
• W4386573731 cites W2950564310 @default.
• W4386573731 cites W3009585246 @default.
• W4386573731 cites W3021556882 @default.
• W4386573731 cites W3021785726 @default.
• W4386573731 cites W3121705954 @default.
• W4386573731 cites W3123929196 @default.
• W4386573731 cites W3124915449 @default.
• W4386573731 cites W3164443880 @default.
• W4386573731 cites W3169903795 @default.
• W4386573731 cites W3183845133 @default.
• W4386573731 cites W3186154954 @default.
• W4386573731 cites W3193383664 @default.
• W4386573731 cites W3197962287 @default.
• W4386573731 cites W4210386571 @default.
• W4386573731 cites W4214719589 @default.
• W4386573731 cites W4226514492 @default.
• W4386573731 cites W4323845240 @default.
• W4386573731 doi "https://doi.org/10.1016/j.dss.2023.114080" @default.
• W4386573731 hasPublicationYear "2023" @default.
• W4386573731 type Work @default.
• W4386573731 citedByCount "0" @default.
• W4386573731 crossrefType "journal-article" @default.
• W4386573731 hasAuthorship W4386573731A5000553447 @default.
• W4386573731 hasAuthorship W4386573731A5034855502 @default.
• W4386573731 hasAuthorship W4386573731A5092833122 @default.
• W4386573731 hasConcept C105795698 @default.
• W4386573731 hasConcept C122342681 @default.
• W4386573731 hasConcept C124101348 @default.
• W4386573731 hasConcept C129963666 @default.
• W4386573731 hasConcept C144024400 @default.
• W4386573731 hasConcept C149782125 @default.
• W4386573731 hasConcept C149923435 @default.
• W4386573731 hasConcept C162324750 @default.
• W4386573731 hasConcept C166957645 @default.
• W4386573731 hasConcept C185429906 @default.
• W4386573731 hasConcept C189326681 @default.
• W4386573731 hasConcept C205649164 @default.
• W4386573731 hasConcept C2522767166 @default.
• W4386573731 hasConcept C2779343474 @default.
• W4386573731 hasConcept C2908647359 @default.
• W4386573731 hasConcept C2994558172 @default.
• W4386573731 hasConcept C33923547 @default.
• W4386573731 hasConcept C41008148 @default.
• W4386573731 hasConcept C50522688 @default.
• W4386573731 hasConcept C52130261 @default.
• W4386573731 hasConcept C75684735 @default.
• W4386573731 hasConcept C83209312 @default.
• W4386573731 hasConceptScore W4386573731C105795698 @default.
• W4386573731 hasConceptScore W4386573731C122342681 @default.
• W4386573731 hasConceptScore W4386573731C124101348 @default.
• W4386573731 hasConceptScore W4386573731C129963666 @default.
• W4386573731 hasConceptScore W4386573731C144024400 @default.
• W4386573731 hasConceptScore W4386573731C149782125 @default.
• W4386573731 hasConceptScore W4386573731C149923435 @default.
• W4386573731 hasConceptScore W4386573731C162324750 @default.
• W4386573731 hasConceptScore W4386573731C166957645 @default.
• W4386573731 hasConceptScore W4386573731C185429906 @default.
• W4386573731 hasConceptScore W4386573731C189326681 @default.
• W4386573731 hasConceptScore W4386573731C205649164 @default.
• W4386573731 hasConceptScore W4386573731C2522767166 @default.
• W4386573731 hasConceptScore W4386573731C2779343474 @default.
• W4386573731 hasConceptScore W4386573731C2908647359 @default.
• W4386573731 hasConceptScore W4386573731C2994558172 @default.
• W4386573731 hasConceptScore W4386573731C33923547 @default.
• W4386573731 hasConceptScore W4386573731C41008148 @default.
• W4386573731 hasConceptScore W4386573731C50522688 @default.
• W4386573731 hasConceptScore W4386573731C52130261 @default.

• next