{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T08:19:14Z","timestamp":1791965954864,"version":"4.3.4"},"reference-count":26,"publisher":"American Medical Association (AMA)","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi260314-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>Missed pediatric preventive care visits can delay essential developmental screenings, immunizations, and management of chronic conditions, adversely impacting child health. Understanding the relationship between extreme temperatures and missed preventive care is essential for developing adaptive strategies to maintain care access amid increasing climate variability.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To assess the association of extreme temperatures with rates of missed pediatric preventive care visits and evaluate differences by patient age, insurance, and neighborhood socioeconomic status (SES).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>This cross-sectional time-series study used electronic health record data of patients aged younger than 19 years with scheduled preventive care visits at 32 primary care practices in the Children\u2019s Hospital of Philadelphia primary care network in Pennsylvania and New Jersey from January 1, 2009, to December 31, 2023. Statistical analyses were completed between March and October 2025.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-7\">\n                    <jats:title>Exposure<\/jats:title>\n                    <jats:p>Daily maximum temperature (\u00b0F), derived from the National Oceanic and Atmospheric Administration\u2019s weather stations and averaged at the county level for each practice.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-8\">\n                    <jats:title>Main Outcome and Measures<\/jats:title>\n                    <jats:p>\n                      Daily rate of missed preventive care visits (the proportion of scheduled visits resulting in same-day cancellation or no-show). Generalized linear quasi-Poisson models estimated associations of daily maximum temperature (in \u00b0F) with daily rate of missed preventive care visits overall and stratified by age, insurance, and neighborhood SES. Associations were evaluated separately for warm (May-October) and cold (November-April) months. Heterogeneity across strata was evaluated using the Cochran\n                      <jats:italic toggle=\"yes\">Q<\/jats:italic>\n                      test.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Among 504\u202f428 patients, 51% were male, 36% had public insurance, and 27% were from very low SES neighborhoods. Mean (SD) patient age was 6.0 (5.7) years. Among 4\u202f137\u202f542 scheduled preventive care visits, 13% were missed. Each 1 \u00b0F decrease below a maximum daily temperature of 41.5 \u00b0F in cold months and 1 \u00b0F increase above 88.0 \u00b0F in warm months was associated with a higher rate of missed visits (rate ratios, 1.01 [95% CI, 1.01-1.01] and 1.01 [95% CI, 1.00-1.01], respectively). Significant heterogeneity in missed visits across age, payer, and neighborhood SES was observed in cold months, with higher rates of missed visits among patients with commercial vs public or other types of insurance (RR, 1.02; 95% CI, 1.02-1.02) as well as among younger patients and those from high SES neighborhoods.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi260314-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>In this cross-sectional study, extreme outdoor temperatures were associated with increased rates of missed pediatric preventive care visits, with heterogeneity across age, payer, and neighborhood SES during cold months. The findings suggest proactive scheduling strategies and alternative care delivery models should be assessed to maintain access to essential pediatric preventive care services during temperature extremes.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2026.10114","type":"journal-article","created":{"date-parts":[[2026,4,27]],"date-time":"2026-04-27T15:30:43Z","timestamp":1777303843000},"page":"e2610114","source":"Crossref","is-referenced-by-count":1,"title":["Extreme Temperatures and Missed Pediatric Preventive Care Visits"],"prefix":"10.1001","volume":"9","author":[{"given":"Stephanie L.","family":"Mayne","sequence":"first","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"Leonard Davis Institute for Healthcare Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Janani","family":"Ramachandran","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Priyani","family":"Sharma","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joniqua","family":"Ceasar","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"Leonard Davis Institute for Healthcare Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maura","family":"Powell","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Brian P.","family":"Jenssen","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"Leonard Davis Institute for Healthcare Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander G.","family":"Fiks","sequence":"additional","affiliation":[{"name":"Clinical Futures, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"Leonard Davis Institute for Healthcare Economics, University of Pennsylvania Perelman School of Medicine, Philadelphia"},{"name":"PolicyLab, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"},{"name":"The Possibilities Project, Children\u2019s Hospital of Philadelphia, Philadelphia, Pennsylvania"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2026,4,27]]},"reference":[{"issue":"3","key":"zoi260314r2","doi-asserted-by":"publisher","DOI":"10.1542\/peds.2023-065504","article-title":"Climate change and children\u2019s health: building a healthy future for every child.","volume":"153","author":"Ahdoot","year":"2024","journal-title":"Pediatrics"},{"issue":"1","key":"zoi260314r3","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1111\/ppe.12793","article-title":"High ambient temperature and child emergency and hospital visits in New York City.","volume":"36","author":"Niu","year":"2022","journal-title":"Paediatr Perinat Epidemiol"},{"key":"zoi260314r4","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1016\/j.puhe.2018.06.004","article-title":"Not so little differences: variation in hot weather risk to young children in New York City.","volume":"161","author":"Sheffield","year":"2018","journal-title":"Public Health"},{"issue":"1","key":"zoi260314r5","doi-asserted-by":"publisher","DOI":"10.1088\/2752-5309\/ac78fa","article-title":"Warm-season temperatures and emergency department visits among children with health insurance.","volume":"1","author":"Stowell","year":"2023","journal-title":"Environ Res Health"},{"key":"zoi260314r6","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/s12913-015-1243-z","article-title":"Prevalence, predictors and economic consequences of no-shows.","volume":"16","author":"Kheirkhah","year":"2016","journal-title":"BMC Health Serv Res"},{"issue":"11","key":"zoi260314r7","doi-asserted-by":"publisher","first-page":"1052","DOI":"10.1001\/archpediatrics.2010.201","article-title":"Missed well-child care visits, low continuity of care, and risk of ambulatory care-sensitive hospitalizations in young children.","volume":"164","author":"Tom","year":"2010","journal-title":"Arch Pediatr Adolesc Med"},{"issue":"11","key":"zoi260314r8","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.3613","article-title":"Prevalence, predictors, and the financial impact of missed appointments in an academic adolescent clinic.","volume":"10","author":"Triemstra","year":"2018","journal-title":"Cureus"},{"issue":"10","key":"zoi260314r9","doi-asserted-by":"publisher","first-page":"976","DOI":"10.1177\/0009922815570613","article-title":"Missed appointments: factors contributing to high no-show rates in an urban pediatrics primary care clinic.","volume":"54","author":"Samuels","year":"2015","journal-title":"Clin Pediatr (Phila)"},{"key":"zoi260314r10","doi-asserted-by":"publisher","DOI":"10.1177\/2150132720904518","article-title":"Facilitators and barriers to access to pediatric medical services in a community hospital.","author":"Shi","journal-title":"J Prim Care Community Health"},{"issue":"5","key":"zoi260314r11","doi-asserted-by":"publisher","first-page":"658","DOI":"10.1016\/j.amepre.2024.06.014","article-title":"Time series analysis: associations between temperature and primary care utilization in Philadelphia, Pennsylvania.","volume":"67","author":"Fitzpatrick","year":"2024","journal-title":"Am J Prev Med"},{"issue":"S2","key":"zoi260314r12","doi-asserted-by":"publisher","first-page":"S242","DOI":"10.2105\/AJPH.2020.305717","article-title":"Unmet social needs and no-show visits in primary care in a US northeastern urban health system, 2018-2019.","volume":"110","author":"Fiori","year":"2020","journal-title":"Am J Public Health"},{"issue":"5","key":"zoi260314r13","doi-asserted-by":"publisher","DOI":"10.1542\/peds.2017-4019","article-title":"Gaps in well-child care attendance among primary care clinics serving low-income families.","volume":"142","author":"Wolf","year":"2018","journal-title":"Pediatrics"},{"issue":"5","key":"zoi260314r14","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1016\/j.jpeds.2012.01.039","article-title":"Comparative effectiveness research using the electronic medical record: an emerging area of investigation in pediatric primary care.","volume":"160","author":"Fiks","year":"2012","journal-title":"J Pediatr"},{"issue":"10","key":"zoi260314r16","doi-asserted-by":"publisher","first-page":"1693","DOI":"10.1377\/hlthaff.2020.00735","article-title":"Racial and ethnic inequities in children\u2019s neighborhoods: evidence from the new Child Opportunity Index 2.0.","volume":"39","author":"Acevedo-Garcia","year":"2020","journal-title":"Health Aff (Millwood)"},{"issue":"3","key":"zoi260314r17","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1093\/oxfordjournals.aje.a116680","article-title":"Outdoor air temperature and mortality in The Netherlands: a time-series analysis.","volume":"137","author":"Kunst","year":"1993","journal-title":"Am J Epidemiol"},{"issue":"2","key":"zoi260314r18","doi-asserted-by":"publisher","first-page":"189","DOI":"10.2105\/AJPH.2019.305442","article-title":"High ambient temperature and infant mortality in Philadelphia, Pennsylvania: a case-crossover study.","volume":"110","author":"Schinasi","year":"2020","journal-title":"Am J Public Health"},{"issue":"24","key":"zoi260314r19","doi-asserted-by":"publisher","first-page":"4216","DOI":"10.1002\/cncr.28359","article-title":"Which of these things is not like the others?","volume":"119","author":"Kaufman","year":"2013","journal-title":"Cancer"},{"issue":"8","key":"zoi260314r21","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v043.i08","article-title":"Distributed lag linear and non-linear models in R: the package dlnm.","volume":"43","author":"Gasparrini","year":"2011","journal-title":"J Stat Softw"},{"issue":"8","key":"zoi260314r22","doi-asserted-by":"publisher","first-page":"968","DOI":"10.1089\/tmj.2024.0438","article-title":"Telemedicine and missed appointments among pediatric patients of an academic safety-net system.","volume":"31","author":"Ojinnaka","year":"2025","journal-title":"Telemed J E Health"},{"key":"zoi260314r23","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.pedn.2021.04.005","article-title":"A Telehealth initiative to decrease no-show rates in a pediatric asthma mobile clinic.","volume":"59","author":"Van Houten","year":"2021","journal-title":"J Pediatr Nurs"},{"issue":"1","key":"zoi260314r24","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1080\/07853890.2021.2019826","article-title":"Transition to telemedicine and its impact on missed appointments in community-based clinics.","volume":"54","author":"Adepoju","year":"2022","journal-title":"Ann Med"},{"issue":"1","key":"zoi260314r25","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1016\/j.amepre.2024.02.012","article-title":"Telemedicine reduces missed appointments but disparities persist.","volume":"67","author":"Ojinnaka","year":"2024","journal-title":"Am J Prev Med"},{"issue":"2","key":"zoi260314r26","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1007\/s11524-023-00721-2","article-title":"Telehealth as a tool to improve access and reduce no-show rates in a large safety-net population in the USA.","volume":"100","author":"Sumarsono","year":"2023","journal-title":"J Urban Health"},{"key":"zoi260314r1","unstructured":"Intergovernmental Panel on Climate Change (IPCC). Summary for policymakers. In: Lee H, Romero J, eds. Climate Change 2023: Synthesis Report\u2014Contribution of Working Groups I, II, and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC; 2023:1-34. Accessed March 20. 2026. https:\/\/www.ipcc.ch\/report\/ar6\/syr\/downloads\/report\/IPCC_AR6_SYR_FullVolume.pdf"},{"key":"zoi260314r15","unstructured":"National Centers for Environmental Information. Global Historical Climatology Network daily (GHCNd). National Oceanic and Atmospheric Administration. Accessed March 20, 2026. https:\/\/www.ncei.noaa.gov\/products\/land-based-station\/global-historical-climatology-network-daily"},{"key":"zoi260314r20","unstructured":"US Environmental Protection Agency. AQS Data Mart. Accessed March 20, 2026. https:\/\/aqs.epa.gov\/aqsweb\/documents\/data_mart_welcome.html"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2848151\/mayne_2026_oi_260314_1776460630.27437.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,27]],"date-time":"2026-04-27T15:30:46Z","timestamp":1777303846000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2848151"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,27]]},"references-count":26,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2026,4,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2026.10114","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4,27]]}}}