{"doi":"10.17615/bjwv-7p23","title":"Patterns of HIV Service Use and HIV Viral Suppression Among Patients Treated in an Academic Infectious Diseases Clinic in North Carolina","abstract":"Irregular participation in HIV medical care hinders HIV RNA suppression and impacts health among people living with HIV. Cluster analysis of clinical data from 1,748 patients attending a large academic medical center yielded three HIV service usage patterns, namely: ‘engaged in care’, ‘sporadic care’, and ‘frequent use’. Patients ‘engaged in care’ exhibited most consistent retention (on average, >88 % of each patient’s observation years had ≥2 visits 90 days apart), annualized visit use (2.9 mean visits/year) and viral suppression (>73 % HIV RNA tests <400 c/mL). Patients in ‘sporadic care’ demonstrated lower retention (46–52 %), visit use (1.7 visits/year) and viral suppression (56 % <400 c/mL). Patients with ‘frequent use’ (5.2 visits/year) had more inpatient and emergency visits. Female, out-of-state residence, low attendance during the first observation year and detectable first-observed HIV RNA were early predictors of subsequent service usage. Patients ‘engaged in care’ were more likely to have HIV RNA <400 than those receiving sporadic care. Results confirm earlier findings that under-utilization of services predicts poorer viral suppression and health out-comes and support recommendations for 2–3 visits/year.","journal":"UNC Libraries","year":2020,"id":140014,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":null,"corpus_rank":null,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9548,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2020-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":565921,"name":"Anton M. Palma","orcid":"0000-0003-1009-4701","position":1,"is_corresponding":false},{"id":412358,"name":"Lynne C. Messer","orcid":"0000-0002-7332-6170","position":2,"is_corresponding":false},{"id":454277,"name":"E. Byrd Quinlivan","orcid":"0000-0002-1213-8707","position":3,"is_corresponding":false},{"id":422547,"name":"David W. Lounsbury","orcid":"0000-0001-8539-4659","position":0,"is_corresponding":true}],"reference_count":0,"raw_metadata":{"citation_network_status":"fetched"},"created_at":"2026-07-18T23:17:13.583586Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}