{"id":579,"date":"2024-02-07T11:18:59","date_gmt":"2024-02-07T19:18:59","guid":{"rendered":"https:\/\/dornsife.usc.edu\/everydayrespect\/?page_id=579"},"modified":"2025-12-16T05:20:57","modified_gmt":"2025-12-16T13:20:57","slug":"home-page","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/everydayrespect\/","title":{"rendered":"Home"},"content":{"rendered":"\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--spotlight image-left no-image\"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--spotlight\"\n    \n      >\n\n    \n<div class=\"text-image-container\">\n  <div class=\"text-container\">\n\n    \n              \n<div class=\"f--field f--description\">\n\n    \n  <p>The Everyday Respect project is working to develop community-informed AI models to study communication between officers and drivers during traffic stops. We are using these tools to study patterns in the communication between LAPD officers and drivers, publish these findings in academic journals, and present them to the Los Angeles Board of Police Commissioners and community stakeholders.<\/p>\n<p>Our goal is to facilitate transparency and learning with respect to officer-driver communication during traffic stops.<\/p>\n\n\n\n<\/div>\n    \n      <\/div>\n\n  \n<\/div>\n\n\n  <\/div><\/div>\n\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--spacer \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--spacer\"\n    \n      >\n\n    \n\n  <\/div><\/div>\n\n\n\n\n\n  \n  \n    \n    \n  \n    \n    \n  \n    \n    \n  \n    \n    \n  \n    \n  \n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--interactive-content-pane \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--interactive-content-pane\"\n    \n      >\n\n    \n<div class=\"inner-wrapper\">\n  <div class=\"left\">\n              \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Project Phases\n      <\/h2>\n\n\n<\/div>\n      \n    <div class=\"pagination-wrapper\">\n      <ul class=\"interactive-content-pane-pagination\"><\/ul>\n    <\/div>\n  <\/div>\n\n  <div class=\"right\">\n          <div class=\"swiper\">\n        <div class=\"swiper-wrapper\">\n                      <div class=\"swiper-slide\">\n              <h3 class=\"pane-title\">\n                Phase 1: Stakeholder-Defined Metrics of \u201cGood\u201d Communication\n              <\/h3>\n                                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Engage with community stakeholders to define metrics of \u201cgood\u201d communication during motor vehicle stops. This step includes surveys, interviews and focus groups and is critical to develop measures that reflect diverse stakeholder views and capture the dimensions of communication most salient to each of our stakeholder groups.<\/p>\n\n\n\n<\/div>\n                          \n  \n                          <\/div>\n                      <div class=\"swiper-slide\">\n              <h3 class=\"pane-title\">\n                Phase 2: Multimodal, Multi-Perspective, Machine Learning Models\n              <\/h3>\n                                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Incorporate community and officer perspectives to construct machine learning models that automatically rate appropriateness of communications during stops. Critically, in this phase we employ a diverse set of human annotators to view and score communication, reflecting multiple perspectives from members of the community and retired officers.<\/p>\n\n\n\n<\/div>\n                          \n  \n                          <\/div>\n                      <div class=\"swiper-slide\">\n              <h3 class=\"pane-title\">\n                Phase 3:  Analysis of ~30,000 Stops\n              <\/h3>\n                                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Apply these models to analyze approximately 30,000 stops conducted by the LAPD.<\/p>\n\n\n\n<\/div>\n                          \n  \n                          <\/div>\n                      <div class=\"swiper-slide\">\n              <h3 class=\"pane-title\">\n                Phase 4: The Causes of \u201cGood\u201d Communication &#038; (De)escalation\n              <\/h3>\n                                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Use the generated data, along with supplementary contextual information about the stops, to establish a scalable, evidence-based framework defining when and how communication dynamics result in an effective and respectful interaction, but also when they fail and result in escalations.<\/p>\n\n\n\n<\/div>\n                          \n  \n                          <\/div>\n                      <div class=\"swiper-slide\">\n              <h3 class=\"pane-title\">\n                Phase 5: Public release of new tools\n              <\/h3>\n                                  \n<div class=\"f--field f--description\">\n\n    \n  <p>Present analysis back to our community and law enforcement stakeholders regarding patterns we observe in communication during motor vehicle stops. We will also publicly release the machine-learning tools we develop, facilitating learning and accountability across the country.<\/p>\n<p>Our team is highly collaborative, with other academic teams, with foundations, and with police departments and local governments. Please direct inquiries to our Coordinating Principal Investigator, Benjamin Graham of the University of Southern California, at<span class=\"gmail-Apple-converted-space\">\u00a0<\/span><a href=\"mailto:benjamag@usc.edu\" target=\"_blank\" rel=\"noopener\"><span class=\"gmail-il\">benjamag@usc.edu<\/span><\/a><\/p>\n\n\n\n<\/div>\n                          \n  \n                          <\/div>\n                  <\/div>\n      <\/div>\n      <\/div>\n  \n<\/div>\n\n\n\n  <div class=\"background-images\">\n          <div class=\"swiper swiper-background-images\">\n        <div class=\"swiper-wrapper\">\n                      <div class=\"swiper-slide\">\n                                                                  \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg 768w\"          sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n                          <\/div>\n\n                      <div class=\"swiper-slide\">\n                                                                  \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg 768w\"          sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n                          <\/div>\n\n                      <div class=\"swiper-slide\">\n                                                                  \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg 768w\"          sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n                          <\/div>\n\n                      <div class=\"swiper-slide\">\n                                                                  \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg 768w\"          sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n                          <\/div>\n\n                      <div class=\"swiper-slide\">\n                                                                  \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/everydayrespect\/wp-content\/uploads\/sites\/415\/2022\/11\/full-width-image-text-e1740125932941-768x432.jpg 768w\"          sizes=\"(min-width:1200px) 75vw, (min-width:768px) 83vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n                          <\/div>\n\n                  <\/div>\n      <\/div>\n      <\/div>\n\n\n\n  <\/div><\/div>\n\n\n    \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--contact-details \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--contact-details\"\n    \n      >\n\n    \n  <div class=\"inner-wrapper\">\n\n          <div class=\"header-container\">\n\n                      \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Contact Us\n      <\/h2>\n\n\n<\/div>\n        \n        \n      <\/div>\n    \n    \n      <div class=\"contacts-container\">\n\n        \n                      <div class=\"contact-card\">\n\n                              <h3>Benjamin A.T. Graham<\/h3>\n              \n              \n              \n                              <div class=\"f--email\">\n                  <a href=\"mailto:benjamag@usc.edu\">benjamag@usc.edu<\/a>\n                <\/div>\n              \n            <\/div>\n                    \n                      <div class=\"contact-card\">\n\n                              <h3>General Contact <\/h3>\n              \n              \n              \n                              <div class=\"f--email\">\n                  <a href=\"mailto:everydayrespect@usc.edu\">everydayrespect@usc.edu<\/a>\n                <\/div>\n              \n            <\/div>\n                    \n      <\/div>\n\n        \n     \n    \n  <\/div>\n\n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":750,"featured_media":886,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-content-detail.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-579","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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