{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T03:31:13Z","timestamp":1774927873805,"version":"3.50.1"},"reference-count":29,"publisher":"American Medical Association (AMA)","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi250203-4\"><jats:title>Importance<\/jats:title><jats:p>Head and neck cancer (HNC) epidemiology varies geographically, and rural populations (typically less affluent) may face barriers accessing cancer care, which could lead to worse outcomes.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-5\"><jats:title>Objective<\/jats:title><jats:p>To compare health care resource use between patients with HNC living in urban and rural areas.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>Retrospective cohort study in Alberta, Canada. Participants were adult patients (aged \u226518 years) diagnosed with HNC with at least 1 year of posttreatment follow-up between January 2012 and September 2020. Data were analyzed from August to September 2024.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-7\"><jats:title>Exposure<\/jats:title><jats:p>Rural location of residence at HNC diagnosis, defined using the forward sortation area of the patients\u2019 postal code.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>The primary outcomes were health care resource use and patient care trajectories, including hospital length of stay, 30-day hospital readmissions, emergency department visits, time from diagnosis to first treatment, first type of practitioner seen after hospital discharge, and most common practitioner-to-practitioner transitions.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-9\"><jats:title>Results<\/jats:title><jats:p>The cohort included 2189 patients with a median (IQR) age of 63 (55-71) years, who were mostly men (1557 patients [71.1%]) with stage IV cancer (1149 patients [52.5%]) of the tongue (640 patients [29.2%]), of which 375 (17.1%) lived in a rural area. There was no difference in cumulative hospital length of stay between urban and rural patients; however, male patients living in rural areas had a longer surgical hospital length of stay than male patients living in urban areas (incidence rate ratio, 1.24; 95% CI, 1.03-1.50). Patients living in rural areas had more 30-day hospital readmissions (63 patients [16.8%] vs 183 patients [10.1%]) and emergency department visits (median [IQR], 8 [3-17] vs 4 [2-9]) than their urban counterparts. Time to first treatment was longer in patients living in rural areas compared with patients living in urban areas (median [IQR], 64 [46-95] days vs 57 [40-84] days). Patients living in rural areas without comorbid conditions had greater odds of being discharged directly to the care of a general practitioner after a hospital stay than urban patients (odds ratio, 1.97; 95% CI, 1.23-3.15).<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi250203-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>In this cohort study of patients with HNC, living in rural areas was associated with higher health care resource use than patients living in urban areas. Recommendations specific to patients with HNC living in rural areas may be warranted given these differences.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2025.4675","type":"journal-article","created":{"date-parts":[[2025,4,14]],"date-time":"2025-04-14T15:00:32Z","timestamp":1744642832000},"page":"e254675","source":"Crossref","is-referenced-by-count":1,"title":["Rurality, Health Care Resource Use, and Care Trajectories in Patients With Head and Neck Cancer"],"prefix":"10.1001","volume":"8","author":[{"given":"Abigail","family":"Thomas","sequence":"first","affiliation":[{"name":"Department of Community Health Sciences and O\u2019Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph Clyde","family":"Dort","sequence":"additional","affiliation":[{"name":"Department of Community Health Sciences and O\u2019Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"},{"name":"Department of Oncology, Arnie Charbonneau Cancer Institute, Cumming School of Medicine, Univerity of Calgary, Calgary, Alberta, Canada"},{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven C.","family":"Nakoneshny","sequence":"additional","affiliation":[{"name":"Department of Oncology, Arnie Charbonneau Cancer Institute, Cumming School of Medicine, Univerity of Calgary, Calgary, Alberta, Canada"},{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas Wayne","family":"Matthews","sequence":"additional","affiliation":[{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shamir","family":"Chandarana","sequence":"additional","affiliation":[{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Hart","sequence":"additional","affiliation":[{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khara M.","family":"Sauro","sequence":"additional","affiliation":[{"name":"Department of Community Health Sciences and O\u2019Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"},{"name":"Department of Oncology, Arnie Charbonneau Cancer Institute, Cumming School of Medicine, Univerity of Calgary, Calgary, Alberta, Canada"},{"name":"Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"10","published-online":{"date-parts":[[2025,4,14]]},"reference":[{"issue":"1","key":"zoi250203r1","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1038\/s41572-020-00224-3","article-title":"Head and neck squamous cell carcinoma.","volume":"6","author":"Johnson","year":"2020","journal-title":"Nat Rev Dis Primers"},{"issue":"1","key":"zoi250203r3","doi-asserted-by":"publisher","first-page":"e56","DOI":"10.4317\/medoral.23962","article-title":"The pesticides use and the risk for head and neck cancer: a review of case-control studies.","volume":"26","author":"Leonel","year":"2021","journal-title":"Med Oral Patol Oral Cir Bucal"},{"issue":"2","key":"zoi250203r4","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.alcohol.2006.07.003","article-title":"A comparative survey on alcohol and tobacco use in urban and rural populations in the Huaihua District of Hunan Province, China.","volume":"39","author":"Zhou","year":"2006","journal-title":"Alcohol"},{"key":"zoi250203r5","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1016\/j.healthplace.2014.03.005","article-title":"An exploration of rural-urban differences in healthcare-seeking trajectories: implications for measures of accessibility.","volume":"28","author":"Haggerty","year":"2014","journal-title":"Health Place"},{"issue":"1","key":"zoi250203r6","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1186\/1472-6963-11-20","article-title":"An evaluation of access to health care services along the rural-urban continuum in Canada.","volume":"11","author":"Sibley","year":"2011","journal-title":"BMC Health Serv Res"},{"issue":"1","key":"zoi250203r7","doi-asserted-by":"publisher","first-page":"1142","DOI":"10.22605\/RRH1142","article-title":"Patient perspectives on primary health care in rural communities: effects of geography on access, continuity and efficiency.","volume":"9","author":"Wong","year":"2009","journal-title":"Rural Remote Health"},{"issue":"17","key":"zoi250203r8","doi-asserted-by":"publisher","first-page":"3050","DOI":"10.3390\/ijerph16173050","article-title":"Continuity of care, follow-up care, and outcomes among breast cancer survivors.","volume":"16","author":"Chen","year":"2019","journal-title":"Int J Environ Res Public Health"},{"issue":"11","key":"zoi250203r9","doi-asserted-by":"publisher","first-page":"2837","DOI":"10.1002\/cncr.26601","article-title":"Understanding fragmentation of prostate cancer survivorship care: implications for cost and quality.","volume":"118","author":"Skolarus","year":"2012","journal-title":"Cancer"},{"key":"zoi250203r13","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1016\/j.jcrc.2018.07.021","article-title":"Secondary EMR data for quality improvement and research: a comparison of manual and electronic data collection from an integrated critical care electronic medical record system.","volume":"47","author":"Brundin-Mather","year":"2018","journal-title":"J Crit Care"},{"issue":"4","key":"zoi250203r16","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1258\/135581906778476490","article-title":"What is \u2018continuity of care\u2019?","volume":"11","author":"Gulliford","year":"2006","journal-title":"J Health Serv Res Policy"},{"issue":"3","key":"zoi250203r17","doi-asserted-by":"publisher","first-page":"252","DOI":"10.1097\/MLR.0000000000000649","article-title":"Deriving ICD-10 codes for patient safety indicators for large-scale surveillance using administrative hospital data.","volume":"55","author":"Southern","year":"2017","journal-title":"Med Care"},{"issue":"6973","key":"zoi250203r18","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1136\/bmj.310.6973.170","article-title":"Multiple significance tests: the Bonferroni method.","volume":"310","author":"Bland","year":"1995","journal-title":"BMJ"},{"issue":"4","key":"zoi250203r20","doi-asserted-by":"publisher","first-page":"852","DOI":"10.1002\/lary.26836","article-title":"Urban and rural differences in outcomes of head and neck cancer.","volume":"128","author":"Kim","year":"2018","journal-title":"Laryngoscope"},{"issue":"6","key":"zoi250203r21","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1016\/j.oraloncology.2015.03.012","article-title":"The effects of geography on survival in patients with oral cavity squamous cell carcinoma.","volume":"51","author":"Zhang","year":"2015","journal-title":"Oral Oncol"},{"issue":"10","key":"zoi250203r22","doi-asserted-by":"publisher","first-page":"3001","DOI":"10.1002\/hed.26788","article-title":"Effect of socioeconomic status on survival in patients with head and neck cancer.","volume":"43","author":"Weizman","year":"2021","journal-title":"Head Neck"},{"issue":"6","key":"zoi250203r23","doi-asserted-by":"publisher","first-page":"1028","DOI":"10.1177\/01945998211019278","article-title":"Socioeconomic status and rurality among patients with head and neck cancer.","volume":"166","author":"Lawrence","year":"2022","journal-title":"Otolaryngol Head Neck Surg"},{"issue":"1","key":"zoi250203r24","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1002\/hed.27558","article-title":"The health care experiences of people with head and neck cancer: a scoping review.","volume":"46","author":"Checklin","year":"2024","journal-title":"Head Neck"},{"issue":"4","key":"zoi250203r25","doi-asserted-by":"publisher","first-page":"726","DOI":"10.1111\/ajr.13005","article-title":"Exploring the impact of remoteness on people with head and neck cancer: utilisation of a state-wide dataset.","volume":"31","author":"Foley","year":"2023","journal-title":"Aust J Rural Health"},{"issue":"5","key":"zoi250203r26","doi-asserted-by":"publisher","first-page":"e704","DOI":"10.3747\/co.21.1980","article-title":"Health care delivery for head-and-neck cancer patients in Alberta: a practice guideline.","volume":"21","author":"Harris","year":"2014","journal-title":"Curr Oncol"},{"issue":"5","key":"zoi250203r28","doi-asserted-by":"publisher","first-page":"643","DOI":"10.1089\/tmj.2021.0284","article-title":"A primary care telehealth pilot program to improve access: associations with patients\u2019 health care utilization and costs.","volume":"28","author":"Gujral","year":"2022","journal-title":"Telemed J E Health"},{"issue":"6","key":"zoi250203r29","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1097\/PHH.0000000000001548","article-title":"Virtual care adoption-challenges and opportunities from the lens of academic primary care practitioners.","volume":"28","author":"Teng","year":"2022","journal-title":"J Public Health Manag Pract"},{"key":"zoi250203r2","unstructured":"International Agency for Research on Cancer. Human cancer: known causes and prevention by organ site. 2024. Accessed December 12, 2023. https:\/\/monographs.iarc.who.int\/human_cancer_known_causes_and_prevention_organ_site\/"},{"key":"zoi250203r10","unstructured":"Alberta Health Services. Alberta cancer registry. Accessed September 21, 2023. https:\/\/www.albertahealthservices.ca\/cancer\/Page17367.aspx"},{"key":"zoi250203r11","unstructured":"Canadian Institute for Health Information. Discharge abstract database (DAD) metadata. Accessed March 1, 2023. https:\/\/www.cihi.ca\/en\/discharge-abstract-database-metadata-dad"},{"key":"zoi250203r12","unstructured":"Canadian Institute for Health Information. National ambulatory care reporting system (NACRS) metadata. Accessed March 1, 2023. https:\/\/www.cihi.ca\/en\/national-ambulatory-care-reporting-system-metadata-nacrs"},{"key":"zoi250203r14","unstructured":"Government of Canada. Chronic diseases in Canada. 2009. Accessed April 18, 2023. https:\/\/www.canada.ca\/en\/public-health\/services\/reports-publications\/health-promotion-chronic-disease-prevention-canada-research-policy-practice\/vol-29-no-4-2009\/deprivation-health-planning-canada.html"},{"key":"zoi250203r15","unstructured":"Statistics Canada. Postal code conversion file (PCCF), reference guide [2011]. Accessed Decembr 12, 2023. https:\/\/www150.statcan.gc.ca\/n1\/en\/catalogue\/92-153-G"},{"key":"zoi250203r19","unstructured":"Stata. Stata statistical software: release 18. Accessed October 3, 2022. https:\/\/www.stata.com\/support\/faqs\/resources\/citing-software-documentation-faqs\/"},{"key":"zoi250203r27","unstructured":"Thomas? A. Transitions in care and healthcare resource use in critically ill patients living in urban and rural settings: a retrospective cohort study. University of Calgary. 2023. Accessed June 14, 2024. https:\/\/hdl.handle.net\/1880\/117199"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2832756\/thomas_2025_oi_250203_1744121515.72541.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,14]],"date-time":"2025-04-14T15:00:40Z","timestamp":1744642840000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2832756"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,14]]},"references-count":29,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,4,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2025.4675","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4,14]]}}}