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Evaluation of a National Quality Improvement Collaborative for Improving Cancer Screening

2022· article· en· W4309350511 on OpenAlexaff
Rachel Hae‐Soo Joung, Timothy W. Mullett, Scott H. Kurtzman, Sarah Shafir, James B. Harris, Katharine Yao, Karl Y. Bilimoria, William G. Cance, Heidi Nelson, Ali Abedi, Sheetal Acharya, Karen T. Adams, Rishi Agarwal, Sachin Agarwal, Rima Ahmad, Philip Albaneze, Kimberly Aldis, Ahkeel Allen, Shayla Allman, Meiling Alsen, Mindy Ansteth, Angela A. Appiah, Candy Arentz, Amanda Arias, Christine Armetta, Alicia H. Arnold, Camelia Arsene, Karen E. Arthur, Brandon Ashton, M Bassel Atassi, Sameh Attia, Heidi Bahna, Laurence Bailen, Thelma S. Baker, Ştefan Florin Bălan, Amy Balis, Anne Balsley, Denise Barajas, Julie L. Barone, Brett Batchelor, Elizabeth Bates, Trevor Bayliss, Susan L. Beck, Brandon Bennett, Ryan Bennett, Nathan Bennett, Jessica Bensenhaver, Jane Berby-Todd, Julian K. Berrocal, Danielle M. Bertoni, Alison Bevan, Rabia Bhatti, Carol M. Bier‐Laning, Margaret M. Blackwood, Kenneth Blake, Joanna G. Blankner, Joseph Blansfield, Lawrence S. Blaszkowsky, Brian Blonigen, David E. Bloom, Justin E. Boatsman, Jonathan Boggs, Richard J. Bold, Deborah Bollinger, Cheryl L. Bolton, Susan K. Boolbol, Greg Boone, Lawrence F. Borges, Michael Bouton, Carol L. Bovest, Tara Bowman Seitz, Carol A. Boyer, Colton Boyle, Francisco Bracho, Autumn Bragg, Susan A. Branton, Tara M. Breslin, Melissa N. Brock, Arkady Broder, Christine Brown, Bradley Brown, Holly Brown, Lisa M. Brown, Richard J. C. Brown, Laura L. Bruce, Sara Bruce, Catherine Bruton, Karen Bryant, William E. Burak, J. M. V. Burgers, Kristin Busch, David Caba, James W. Cain, Matthew J. Campbell, Cynthia Campo, Lynn Canavan, Leander Cannick, Paula Caputo, H. Janelle Carr, Christina Casteel, Stephen M. Cattaneo, Austin Cecil, P Celano, Karinn Chambers, Stella Chambers, Janet Chin, M Kathleen Christian, Crystal K. Chu, Allison Church, Jamie L. Clark, Lynne Clark, Marsha Clements, Seth M. Cohen, Cathy J F Cole, Danielle Colemire, Julia Compton, Cliff P. Connery, Delia Constanza-Guaqueta, Stacey Contreras, Alan B. Coon, Kathleen L. Copelen, Javier Corral, R De Cosio, Kimberly Costas, April Cox, John A. Cox, Erin P. Crane, David R. Crotzer, Celeste G. Cruz, Angelique Cygan, Lisa Cyphers, Cheryl Czerlanis, Paul S. Dale, Shivang U Danak, Pragya A. Dang, Jorge Darcourt, Raj Davuluri, Barbara Day, Phyllis DeAntonio, Yamile Der, Nelah DiAddezio, Leah L. Dietrich, Edma Diller, Tanya Dodge, Gabriel Domenech, Diana Donovan, E.A. Dubil, G. Dewey Dunn, Lindsay Ebling, Bonnie Edsall, Bogdan Eftimie, Nemer J. El Mouallem, Firas Eladoumikdachi, J. M. Elliott, K.E.C. Elliott, Melissa L. Ellis, Kenneth Endo, Trisha England, Carrie Ennis, Toni Everhart, Amy Evins, Matthew A. Facktor, Celine Fadel, Michael Farrell, Diane Fawley, Elizabeth Feldman, Michael A. Finan, Andrew Fintel, James W. Fleshman, Sara P. Fogarty, Hiral P. Fontanilla, Eric C. Fontenot, Jon Foran, Chaundra Foss-Blizard, James S. Frank, Julie Franz, Lu Freeman, Rolf Freter, Steven D.E. Fried, Ryan Gabriel, Joan Galbraith, Johanny Garcia, Kim Gardner, Karen Geary, David Gemmel, Jessica Gerlach, Lauren Ghee, Maurizio Ghisoli, Deborah Giannone, Courtney R. Gibbons, Paul P. Gillis, Denis Gilmore, Victor Gonzalez, Leann Gooley, Christine Gorrell, Sally Grady, David Grew, Shaunda Grisby, Carmen E. Guerra, Jacqueline Guerriero, Kunal Gupta, Michael Gynn, Laura Hafertepen, Christy Hale, Ryan Hallenbeck, Ladonna Hals, Emmy L. Hammons, Linda B. Haramati, Natalie W. Harper, Meredith A. Harrison, Miranda Harrison, John Hassapis, Betty Haverlock, Aimee Hawley, Theresa Hayden, Cherylle Hayes, Dawn Marie Hayes, Carole Headen, Erika Hehnly, Sarah Heikens, Stephen W. Heinzman, Mary E. Herring, Michelle M. Hill, Patricia Hirner, Kiera Hobbs, Heidi Hordyk, Neil Horning, Donna E. Howard, Kan Huang, Corilynn Hughes, Jenevieve Hughes, Carol Huibregtse, Nancy Huitt, Laura Hunsucker, Tina Inverso, Tonia Irwin, Melanie Isbell, Nicola Jabbour, Mia L. Jackson, Raymond Jackson, Sherly Jacob-Perez, Nazia F. Jafri, Salik Jahania, Adam Jarrett, Scott Jenkinson, Richard C. Johnson, Anna Marie Johnson, Dianne Johnson, Patricia A. Johnson, Catherine Johnston, Roberta Jones, Susan Jones, Joyce Pauline Joseph, Natalie E. Joseph, Robert L. Joyner, Maria I. Juarez-Perez, Kimberly Kaczmarski, Vijaya Gopal Kakani, Amir Kamran, S. Kanaan, Tyler Y. Kang, Joseph Kannarkatt, Shalini Kanneganti, Belagodu Kantharaj, Howard L. Kaufman, Vickie Keeler, Shanna Keiser, Malissa Kennedy, Iftekhar Khan, Raza Khan, Lesley P. Kibel, Marianne Kiernan, Brian Kim, Adriene Kinnaird, Kristen L. Kipping-Johnson, Peggy Kirkland, Sandeep Kirshnan, Lindy S. Klaff, Robert Kloss, Jeffrey K. Klotz, Susan Knight, Julie M. Koch, Paul G. Kocheril, Dhatri Kodali, Manpreet K. Kohli, Isoken Koko, Amanda L. Kong, Olga Kozyreva, Lorei A. Kraft, Stacy Krisher, Edward Kruse, Amanda Kupstas, Mini Kurian, Rebecca Kwait, Cynthia Lan, Rachelle Lanciano, Wendy Lannon, Sydney R. Laster, Linda R. LaTrenta, Suzanne A. Law, Isabelle Le, Nancy Lean, Keith Leatherbury, Jacqueline Lee, Tyler Leete, Mary Legenza, Winifred K. Leung, Jongming Li, Anna Likhacheva, Brian M. Lingerfelt, Omar H. Llaguna, Laura Longo, Melissa Loop, Nicholas Lopez, Nancy Loporchio, Jennifer K. Lowney, Carisa Lozoraitis, Kit Y. Lu, Deborah Lue, Richard M. Lush, David Luyimbazi, Debra Lyons, Francisco Igor Macedo, Michelle Machenzie, David R. Mack, Julie Mack, Jessica MacVicar, Kathleen L. Mah, Kathryn Mahoney, Neeharika Srivastava Makani, Della Makower, Salman Malad, Cynthia Maldonado, Farhana Malik, Angie Malone, Suparna Mantha, Kristina Marczak, Nathaniel Margolis, Kathleen Mashanic, Jill Mathison, Tiffany Mauzy, Leslie Maxwell, Jennifer McAllaster, Caitlin McCarthy, Jason McClune, Jennifer K. McColgan, Teresa McCusker, Dana McDaniel, Lynette McFayden, Randall McGivney, Kerri McGovern, Hannah McKeever, Susan McManus, Kate McNair, Heather McNeil, Jennifer L. McRae, Consuelito A. Medrano, Pallav Mehta, Tricia Merrigan, Eva Meyers, Suzanne S Mickey, Jackie L. Miller, Luke E. Miller, Stephanie S. Miller, Tara Mink, Jodi Miranda, Mary M. Mitchell, Julie Monroe, Joyce Moore, Garnetta Morin‐Ducote, Troy Moritz, Paul Morris, Sumit Mukherjee, Sean D. Mullally, Margaret Mulligan, David A. Mullins, Mary C. Mullins, Ivonne Munoz, Jeremy J. Murdock, Stacie N. Myers, Sindhu Nair, Kiran Nandamuri, Joanne Nicholls, Donna Nick, Andrew D. Nish, Andrew Nowell, Kerri P. Nowell, Lynn M. O'Connor, Judy O’Neill, Moira O'Riordan, Roselyn Ogunkunle, Margo M. Opsasnick, Cindy A. Ortiz, Rebecca Osgood, Jacqueline Oxenberg, B.R. Page, Jacquelyn A.V. Palmer, Dhaval K Parikh, Jae‐Hyun Park, Jessica F. Partin, Chelsea Passwater, Mita Patel, Jilma Patrick, Shauntee Patterson, Laura Pearson, Susan Peiffer, Elizabeth A. Peralta, Mary A. Peterson, Benjamin J. Pettus, John Pezzulo, Megan Pfarr, Connie Phelps, Lacy Phillips, Matthew Pick, James Piephoff, Jodee Pinkston, Jessica Piper, Stanley B. Pollak, Robert Ponec, Muhammad Jawad Popalzai, Susan Pories, Robert Prieto, Kerry Proctor, K. Carnet Le Provost, Debra M. Prow, Matthew Puc, Mary Purdon, Brian P. Quaranta, Sean Quinlan-Davidson, Alfredo Rabines, Rakhshanda Layeequr Rahman, Rashmi Ramasubbaiah, Maricarmen Ramírez-Solá, David A. Randolph, Elizabeth R. Raskin, Linda Makowska Rasmussen, Nicole Rasmussen, Ronald E. Rasmussen, Clinta C. Reed, Shellee Reese, Shawn M. Regis, James P. Reilly, Richard Reitherman, Curtis Reneau, Connie Renfroe, Carol Renn, Chantal Reyna, Kimberly Rieger‐Christ, Rochelle Ringer, Tina Rizack, Uzma Rizwan, William R. Robinson, Evelyn Robles‐Rodriguez, Ethan S. Rogers, Melissa Ronk, George Rossidis, Marc A. Rovito, Abhik Roy, Lisa Roybal, George Ruggiero, R. Ruskin, Jessica Ryan, Kush Sachdeva, Anne Saffie, Noura Sall, Dana Salters, J. F. SANCHEZ, J. Zachary Sandborn, Michael D. Sarap, Jennifer C. Sasaki, John M. Schallenkamp, Lawrence E. Schilder, Kimberly W. Schlesinger, Jackie Scholl, Michael Scoppetuolo, Jeanie Scott, Will Sexton, Anna Seydel, Mazin Shackour, Apurva S. Shah, Minal Shah, Suhail Sharif, Camilla M. Shaw, Andrew Shehata, Charles Shelton, Reve Shields, Sabrina Shilad, Eugene H. Shively, Michelle J. Shriner, Joel R. Siebentritt, Shyamali Singhal, Shreya Sinha, Suman Sinha, Jaime Slotkin, Kaylene Smith, Sarah C. Smith, Stephanie Smith–Marrone, Lawrence D. Sobel, Anna Sobolewski, Robin Sobolewski, Naveenraj L. Solomon, Tonya C. Songy, Fran Sonnier, Leslie Sorenson, Juan C. Sorto, Will Souza, David Spector, Zachary Spigelman, Barbara Steitz, Clifford P. Stephens, Sheelagh Stewart, Gretchen Stipec, Brittany Stith, Holly Street, Janakiraman Subramanian, Maria Sumrall, Mark Sundermeyer, Ali Syed, Michael F Szwerc, Laura M. Tanner, Tracey Tatum, Roxana Taveira, Michael D. Taylor, Julia M. Taylor, Christine Teal, Christina Tello-Skjerseth, Kenneth Terhaar, Margaret Terhar, Ravneet Thind, Kendra L. Thomas, Nancy L. Thompson, Carey C. Thomson, Brandon H. Tieu, Madhavi Toke, Megumi Tomita, Kenneth R. Tomkovich, Elisa K. Tong, Peter K. Tothy, Maria Tran, Kay Travis-Soper, Gaurav Trikha, Guarev Trikha, Raj Vasnani, Nirmal K. Veeramachaneni, Annabelle Veerapaneni, Deanna Ventura-Cullen, Dee Vester, Julia Vinsky, Anthony Visioni, Lindsay Vlaminck, Akhil Wadhera, Jamie L. Wagner, Brandy Waits, Sharon Walenga, Michael Walker, Lucy B. Wallace, James A. Wallace, Marie Ward, Kirsten Warmington, Richard Wasley, K Watson, Wendy Watson, Jonathan Waxman, Robert Weathersby, Elizabeth A. Weaver, Mary E. Weber, Christine Weiselberg, Cheryl Wesen, Ann Wexler, Darlene Weyer, Paul F. White, Christina White, Karolina Whitefield, Reagan Wilkinson, James C. Willey, Verneetta Williams, Jason P. Wilson, Virginia M. Witt, Howard Wold, Deb Woodford, Scott Woomer, Justin Wray, Karen A. Yeh, Kahyun Yoon‐Flannery, Richard T. Zera, Michael Zlomke, Kirby Zummo, Karen Zwicky

Bibliographic record

VenueJAMA Network Open · 2022
Typearticle
Languageen
FieldMedicine
TopicGlobal Cancer Incidence and Screening
Canadian institutionsSchlumberger (Canada)
Fundersnot available
KeywordsMedicinePsychological interventionCancer screeningFamily medicineCancerCancer preventionInternal medicineNursing

Abstract

fetched live from OpenAlex

Importance: Cancer screening deficits during the first year of the COVID-19 pandemic were found to persist into 2021. Cancer-related deaths over the next decade are projected to increase if these deficits are not addressed. Objective: To assess whether participation in a nationwide quality improvement (QI) collaborative, Return-to-Screening, was associated with restoration of cancer screening. Design, Setting, and Participants: Accredited cancer programs electively enrolled in this QI study. Project-specific targets were established on the basis of differences in mean monthly screening test volumes (MTVs) between representative prepandemic (September 2019 and January 2020) and pandemic (September 2020 and January 2021) periods to restore prepandemic volumes and achieve a minimum of 10% increase in MTV. Local QI teams implemented evidence-based screening interventions from June to November 2021 (intervention period), iteratively adjusting interventions according to their MTVs and target. Interrupted time series analyses was used to identify the intervention effect. Data analysis was performed from January to April 2022. Exposures: Collaborative QI support included provision of a Return-to-Screening plan-do-study-act protocol, evidence-based screening interventions, QI education, programmatic coordination, and calculation of screening deficits and targets. Main Outcomes and Measures: The primary outcome was the proportion of QI projects reaching target MTV and counterfactual differences in the aggregate number of screening tests across time periods. Results: Of 859 cancer screening QI projects (452 for breast cancer, 134 for colorectal cancer, 244 for lung cancer, and 29 for cervical cancer) conducted by 786 accredited cancer programs, 676 projects (79%) reached their target MTV. There were no hospital characteristics associated with increased likelihood of reaching target MTV except for disease site (lung vs breast, odds ratio, 2.8; 95% CI, 1.7 to 4.7). During the preintervention period (April to May 2021), there was a decrease in the mean MTV (slope, -13.1 tests per month; 95% CI, -23.1 to -3.2 tests per month). Interventions were associated with a significant immediate (slope, 101.0 tests per month; 95% CI, 49.1 to 153.0 tests per month) and sustained (slope, 36.3 tests per month; 95% CI, 5.3 to 67.3 tests per month) increase in MTVs relative to the preintervention trends. Additional screening tests were performed during the intervention period compared with the prepandemic period (170 748 tests), the pandemic period (210 450 tests), and the preintervention period (722 427 tests). Conclusions and Relevance: In this QI study, participation in a national Return-to-Screening collaborative with a multifaceted QI intervention was associated with improvements in cancer screening. Future collaborative QI endeavors leveraging accreditation infrastructure may help address other gaps in cancer care.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.010
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.757
Threshold uncertainty score0.602

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.226
GPT teacher head0.471
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations28
Published2022
Admission routes1
Has abstractyes

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