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1.
Article in English | MEDLINE | ID: mdl-38641422

ABSTRACT

Patient navigation (PN) has been shown to improve participation in cancer screening, including colorectal cancer screening, and the Community Preventive Services Task Force now recommends the practice. Despite the effectiveness of PN programs, little is known about the number of contacts needed to successfully reach patients or about the demographic and healthcare utilization factors associated with reach. PRECISE was an individual randomized study of PN vs. usual care conducted as a partnership between two large health systems in the Pacific Northwest. The navigation program was a six topic-area telephonic program designed to support patients with an abnormal fecal test result to obtain a follow-up colonoscopy. We report the number of contact attempts needed to successfully reach navigated patients. We used logistic regression to report the demographic and healthcare utilization characteristics associated with patients allocated to PN who were successfully reached. We identified 1200 patients with an abnormal FIT result, among whom 970 were randomized into the study (45.7% were female, 17.5% were Spanish-speaking, mean age was 60.8). Of the 479 patients allocated to the PN intervention, 382 (79.7%) were reached within 18 call attempts and nearly all (n = 356; 93.2%) were reached within six contact attempts. Patient characteristics associated with reach were race, county of residence, and body mass index. Our findings can guide future efforts to optimize the reach of PN programs.

2.
Am J Obstet Gynecol ; 230(5): 540.e1-540.e13, 2024 May.
Article in English | MEDLINE | ID: mdl-38219855

ABSTRACT

BACKGROUND: There is evidence suggesting that COVID-19 vaccination may be associated with small, transitory effects on uterine bleeding, possibly including menstrual timing, flow, and duration, in some individuals. However, changes in health care seeking, diagnosis, and workup for abnormal uterine bleeding in the COVID-19 vaccine era are less clear. OBJECTIVE: This study aimed to assess the impact of COVID-19 vaccination on incident abnormal uterine bleeding diagnosis and diagnostic evaluation in a large integrated health system. STUDY DESIGN: Using segmented regression, we assessed whether the availability of COVID-19 vaccines was associated with changes in monthly, population-based rates of incident abnormal uterine bleeding diagnoses relative to the prepandemic period in health system members aged 16 to 44 years who were not menopausal. We also compared clinical and demographic characteristics of patients diagnosed with incident abnormal uterine bleeding between December 2020 and October 13, 2021 by vaccination status (never vaccinated, vaccinated in the 60 days before diagnosis, vaccinated >60 days before diagnosis). Furthermore, we conducted detailed chart review of patients diagnosed with abnormal uterine bleeding within 1 to 60 days of COVID-19 vaccination in the same time period. RESULTS: In monthly populations ranging from 79,000 to 85,000 female health system members, incidence of abnormal uterine bleeding diagnosis per 100,000 person-days ranged from 8.97 to 19.19. There was no significant change in the level or trend in the incidence of abnormal uterine bleeding diagnoses between the prepandemic (January 2019-January 2020) and post-COVID-19 vaccine (December 2020-December 2021) periods. A comparison of clinical characteristics of 2717 abnormal uterine bleeding cases by vaccination status suggested that abnormal bleeding among recently vaccinated patients was similar or less severe than abnormal bleeding among patients who had never been vaccinated or those vaccinated >60 days before. There were also significant differences in age and race of patients with incident abnormal uterine bleeding diagnoses by vaccination status (Ps<.02). Never-vaccinated patients were the youngest and those vaccinated >60 days before were the oldest. The proportion of patients who were Black/African American was highest among never-vaccinated patients, and the proportion of Asian patients was higher among vaccinated patients. Chart review of 114 confirmed postvaccination abnormal uterine bleeding cases diagnosed from December 2020 through October 13, 2021 found that the most common symptoms reported were changes in timing, duration, and volume of bleeding. Approximately one-third of cases received no diagnostic workup; 57% had no etiology for the bleeding documented in the electronic health record. In 12% of cases, the patient mentioned or asked about a possible link between their bleeding and their recent COVID-19 vaccine. CONCLUSION: The availability of COVID-19 vaccination was not associated with a change in incidence of medically attended abnormal uterine bleeding in our population of over 79,000 female patients of reproductive age. In addition, among 2717 patients with abnormal uterine bleeding diagnoses in the period following COVID-19 vaccine availability, receipt of the vaccine was not associated with greater bleeding severity.


Subject(s)
COVID-19 Vaccines , COVID-19 , Uterine Hemorrhage , Humans , Female , COVID-19 Vaccines/adverse effects , Adult , Uterine Hemorrhage/etiology , Young Adult , COVID-19/prevention & control , COVID-19/complications , Adolescent , Incidence , SARS-CoV-2 , Vaccination/adverse effects , Vaccination/statistics & numerical data
3.
J Adolesc Health ; 74(4): 696-702, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38069938

ABSTRACT

PURPOSE: Vaccination is associated with syncope in adolescents. However, incidence of vaccine-associated syncope and resulting injury, and how it compares to syncope incidence following other medical procedures, is not known. Here, we describe the incidence of syncope and syncope-related injury in adolescents following vaccination and routine venipuncture. METHODS: We identified all Kaiser Permanente Northwest members ages 9-18 years with a vaccination or routine venipuncture and a same-day International Classification of Diseases diagnosis of syncope from 2013 through 2019. All cases were chart reviewed to establish chronology of events (vaccination, venipuncture, syncope, and injury, as applicable) and to attribute cause to vaccination or venipuncture. Incidence rates for vaccine-associated and venipuncture-associated syncope were calculated overall, by sex and age group. Syncope events resulting in injury were assessed for each event type. RESULTS: Of 197,642 vaccination and 12,246 venipuncture events identified, 549 vaccination and 67 venipuncture events had same-day syncope codes. Chart validation confirmed 59/549 (10.7%) events as vaccine-associated syncope, for a rate of 2.99 per 10,000 vaccination events (95% confidence interval (CI): 2.27-3.85) and 20/67 (29.9%) events as venipuncture-associated syncope, for a rate of 16.33 per 10,000 venipuncture events (95% CI: 9.98-25.21). The incidence rate ratio of vaccine-associated to venipuncture-associated syncope events was 0.18 (95% CI: 0.11-0.31). The incidence of vaccine-associated syncope increased with each additional simultaneously administered vaccine, from 1.51 per 10,000 vaccination events (95% CI: 0.93-2.30) following a single vaccine to 9.94 per 10,000 vaccination events (95% CI: 6.43-14.67) following three or more vaccines. Syncope resulted in injury in about 15% of both vaccine and venipuncture events. DISCUSSION: Syncope occurs more commonly following venipuncture than vaccination. The number of simultaneously administered vaccines is a risk factor for postvaccination syncope in adolescents.


Subject(s)
Phlebotomy , Syncope , Vaccination , Adolescent , Humans , Incidence , Phlebotomy/adverse effects , Syncope/etiology , Syncope/complications , Vaccination/adverse effects , Vaccines
4.
J Med Screen ; 31(1): 28-34, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37661831

ABSTRACT

OBJECTIVES: Fecal immunochemical testing (FIT) is an effective screening tool for colorectal cancer. If an FIT is abnormal, a follow-up colonoscopy is necessary to remove polyps or find cancers. We sought to develop a usable risk prediction model to identify patients unlikely to complete a colonoscopy following an abnormal FIT test. METHODS: We recalibrated and then redeveloped a prediction model in federally qualified health centers (FQHCs), using a retrospective cohort of patients aged 50-75 with an abnormal FIT test and clinical data. Logistic and Cox regressions were used to recalibrate and then redevelop the model. RESULTS: The initial risk model used data from eight FQHCs (26 clinics) including 1723 patients. When we applied the model to a single large FQHC (34 clinics, 884 eligible patients), the model did not recalibrate successfully (c-statistic dropped more than 0.05, from 0.66 to 0.61). The model was redeveloped in the same FQHC in a cohort of 1401 patients with a c-statistic of 0.65. CONCLUSIONS: The original model developed in a group of FQHCs did not adequately recalibrate in the single large FQHC. Health system, patient characteristics or data differences may have led to the inability to recalibrate the model. However, the redeveloped model provides an adequate model for the single FQHC.


Subject(s)
Colorectal Neoplasms , Humans , Retrospective Studies , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/prevention & control , Early Detection of Cancer , Colonoscopy , Occult Blood , Mass Screening
5.
Am J Obstet Gynecol ; 230(1): 71.e1-71.e14, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37726057

ABSTRACT

BACKGROUND: There is a growing literature base regarding menstrual changes following COVID-19 vaccination among premenopausal people. However, relatively little is known about uterine bleeding in postmenopausal people following COVID-19 vaccination. OBJECTIVE: This study aimed to examine trends in incident postmenopausal bleeding diagnoses over time before and after COVID-19 vaccine introduction, and to describe cases of new-onset postmenopausal bleeding after COVID-19 vaccination. STUDY DESIGN: For postmenopausal bleeding incidence calculations, monthly population-level cohorts consisted of female Kaiser Permanente Northwest members aged ≥45 years. Those diagnosed with incident postmenopausal bleeding in the electronic medical record were included in monthly numerators. Members with preexisting postmenopausal bleeding or abnormal uterine bleeding, or who were at increased risk of bleeding due to other health conditions, were excluded from monthly calculations. We used segmented regression analysis to estimate changes in the incidence of postmenopausal bleeding diagnoses from 2018 through 2021 in Kaiser Permanente Northwest members meeting the inclusion criteria, stratified by COVID-19 vaccination status in 2021. In addition, we identified all members with ≥1 COVID-19 vaccination between December 14, 2020 and August 14, 2021, who had an incident postmenopausal bleeding diagnosis within 60 days of vaccination. COVID-19 vaccination, diagnostic procedures, and presumed bleeding etiology were assessed through chart review and described. A temporal scan statistic was run on all cases without clear bleeding etiology. RESULTS: In a population of 75,530 to 82,693 individuals per month, there was no statistically significant difference in the rate of incident postmenopausal bleeding diagnoses before and after COVID-19 vaccine introduction (P=.59). A total of 104 individuals had incident postmenopausal bleeding diagnosed within 60 days following COVID-19 vaccination; 76% of cases (79/104) were confirmed as postvaccination postmenopausal bleeding after chart review. Median time from vaccination to bleeding onset was 21 days (range: 2-54 days). Among the 56 postmenopausal bleeding cases with a provider-attributed etiology, the common causes of bleeding were uterine or cervical lesions (50% [28/56]), hormone replacement therapy (13% [7/56]), and proliferative endometrium (13% [7/56]). Among the 23 cases without a clear etiology, there was no statistically significant clustering of postmenopausal bleeding onset following vaccination. CONCLUSION: Within this integrated health system, introduction of COVID-19 vaccines was not associated with an increase in incident postmenopausal bleeding diagnoses. Diagnosis of postmenopausal bleeding in the 60 days following receipt of a COVID-19 vaccination was rare.


Subject(s)
COVID-19 Vaccines , COVID-19 , Humans , Female , COVID-19 Vaccines/adverse effects , Postmenopause , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19/complications , Uterine Hemorrhage/epidemiology , Uterine Hemorrhage/etiology , Vaccination/adverse effects
6.
Prev Med Rep ; 36: 102366, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37732019

ABSTRACT

Promotion of colorectal cancer (CRC) screening can be expensive and unnecessary for many patients. The use of predictive analytics promises to help health systems target the right services to the right patients at the right time while improving population health. Multilevel data at the interpersonal, organizational, community, and policy levels, is rarely considered in clinical decision making but may be used to improve CRC screening risk prediction. We compared the effectiveness of a CRC screening risk prediction model that uses multilevel data with a more conventional model that uses only individual patient data. We used a retrospective cohort to ascertain the one-year occurrence of CRC screening. The cohort was determined from a Health Maintenance Organization, in Oregon. Eligible patients were 50-75 years old, health plan members for at least one year before their birthday in 2018 and were due for screening. We created a risk model using logistic regression first with data available in the electronic health record (EHR), and then added multilevel data. In a cohort of 59,249 patients, 36.1% completed CRC screening. The individual level model included 14 demographic, clinical and encounter based characteristics, had a bootstrap-corrected C-statistic of 0.722 and sufficient calibration. The multilevel model added 9 variables from clinical setting and community characteristics, and the bootstrap-corrected C-statistic remained the same with continued sufficient calibration. The predictive power of the CRC screening model did not improve after adding multilevel data. Our findings suggest that multilevel data added no improvement to the prediction of the likelihood of CRC screening.

7.
J Adolesc Health ; 72(6): 985-988, 2023 06.
Article in English | MEDLINE | ID: mdl-36781325

ABSTRACT

PURPOSE: Human papillomavirus (HPV) and COVID-19 vaccination are both recommended for adolescents of ages 12-17. In May 2021, the Centers for Disease Control and Prevention's Advisory Committee on Immunization Practices allowed the two vaccines to be administered concurrently. METHODS: We identified adolescents of ages 12-17 using electronic health records from a large integrated delivery system. We assessed associations between socio-demographic characteristics and uptake of HPV vaccination and COVID-19 vaccination, as well as the cumulative proportion of adolescents who obtained a COVID-19 vaccine over time by HPV vaccination status. RESULTS: We identified 40,819 adolescents; 65% had received any COVID-19 vaccination, and 79% had received any HPV vaccination. Adolescents who had initiated HPV vaccination had about 4-fold greater odds of having obtained a COVID-19 vaccine than those who had not (odds ratio = 4.02, 95% confidence interval = 3.81, 4.24). DISCUSSION: Patterns of vaccination uptake suggest possible advantages to co-promotion of adolescent vaccines.


Subject(s)
COVID-19 , Papillomavirus Infections , Papillomavirus Vaccines , Humans , Adolescent , COVID-19 Vaccines , Human Papillomavirus Viruses , Papillomavirus Infections/prevention & control , COVID-19/prevention & control , Vaccination
8.
BMC Gastroenterol ; 21(1): 356, 2021 Sep 28.
Article in English | MEDLINE | ID: mdl-34583638

ABSTRACT

BACKGROUND: Delays in receiving follow-up colonoscopy after an abnormal fecal immunochemical test (FIT) result are associated with increased colorectal cancer incidence and mortality. Little is known about patterns of follow-up colonoscopy completion in federally qualified health centers. METHODS: We abstracted the medical records of health center patients, aged 50-75 years, who had an abnormal FIT result between August 5, 2017 and August 4, 2018 (N = 711). We assessed one-year rates of colonoscopy referral, pre-procedure visit completion, colonoscopy completion, and time to colonoscopy; associations between these outcomes and patient characteristics; and reasons for non-completion found in the medical record. RESULTS: Of the 711 patients with an abnormal FIT result, 90% were referred to colonoscopy, but only 52% completed a pre-procedure visit, and 43% completed a colonoscopy within 1 year. Median time to colonoscopy was 83 days (interquartile range: 52-131 days). Pre-procedure visit and colonoscopy completion rates were relatively low in patients aged 65-75 (vs. 50-64), who were uninsured (vs. insured) or had no clinic visit in the prior year (vs. ≥ 1 clinic visit). Common reasons listed for non-completion were that the patient declined, or the provider could not reach the patient. DISCUSSION: Efforts to improve follow-up colonoscopy rates in health centers might focus on supporting the care transition from primary to specialty gastroenterology care and emphasize care for older uninsured patients and those having no recent clinic visits. Our findings can inform efforts to improve follow-up colonoscopy uptake, reduce time to colonoscopy receipt, and save lives from colorectal cancer. TRIAL REGISTRATION: National Clinical Trial (NCT) Identifier: NCT03925883.


Subject(s)
Colorectal Neoplasms , Early Detection of Cancer , Colonoscopy , Colorectal Neoplasms/diagnosis , Follow-Up Studies , Humans , Referral and Consultation
9.
Cancer Epidemiol Biomarkers Prev ; 30(12): 2327-2333, 2021 12.
Article in English | MEDLINE | ID: mdl-34583969

ABSTRACT

BACKGROUND: Colorectal cancer screening by annual fecal immunochemical test (FIT) with follow-up on abnormal results is a cost-effective strategy to reduce colorectal cancer incidence and mortality. Unfortunately, many patients with abnormal results do not complete a follow-up colonoscopy. We tested whether navigation targeted to patients who are unlikely to complete the procedure may improve adherence and long-term outcomes. METHODS: Study participants were patients at a large, integrated health system (Kaiser Permanente Northwest) who were ages 50 to 75 and were due for a follow-up colonoscopy after a recent abnormal FIT result. Probability of adherence to follow-up was estimated at baseline using a predictive risk model. Patients whose probability was 70% or lower were randomized to receive patient navigation or usual care, with randomization stratified by probability category (<50%, 50% < 60%, 60% < 65%, 65% ≤ 70%). We compared colonoscopy completion within 6 months between the navigation and usual care groups using Cox proportional hazards regression. RESULTS: Participants (n = 415; 200 assigned to patient navigation, 215 to usual care) had a mean age of 62 years, 54% were female, and 87% were non-Hispanic white. By 6 months, 76% of the patient navigation group had completed a colonoscopy, compared with 65% of the usual care group (HR = 1.35; 95% confidence interval, 1.07-1.72; log-rank P value = 0.027). CONCLUSIONS: In this randomized trial, patient navigation led to improvements in follow-up colonoscopy adherence. IMPACT: More research is needed to assess the value of precision-directed navigation programs.


Subject(s)
Colonoscopy/statistics & numerical data , Occult Blood , Patient Compliance/statistics & numerical data , Patient Navigation/organization & administration , Aged , Colorectal Neoplasms/diagnosis , Early Detection of Cancer/methods , Female , Humans , Male , Middle Aged
10.
Pharmacoepidemiol Drug Saf ; 30(12): 1630-1634, 2021 12.
Article in English | MEDLINE | ID: mdl-34558760

ABSTRACT

PURPOSE: Our objective was to calculate the positive predictive value (PPV) of the ICD-9 diagnosis code for angioedema when physicians adjudicate the events by electronic health record review. Our secondary objective was to evaluate the inter-rater reliability of physician adjudication. METHODS: Patients from the Cardiovascular Research Network previously diagnosed with heart failure who were started on angiotensin-converting enzyme inhibitors (ACEI) during the study period (July 1, 2006 through September 30, 2015) were included. A team of two physicians per participating site adjudicated possible events using electronic health records for all patients coded for angioedema for a total of five sites. The PPV was calculated as the number of physician-adjudicated cases divided by all cases with the diagnosis code of angioedema (ICD-9-CM code 995.1) meeting the inclusion criteria. The inter-rater reliability of physician teams, or kappa statistic, was also calculated. RESULTS: There were 38 061 adults with heart failure initiating ACEI in the study (21 489 patient-years). Of 114 coded events that were adjudicated by physicians, 98 angioedema events were confirmed for a PPV of 86% (95% CI: 80%, 92%). The kappa statistic based on physician inter-rater reliability was 0.65 (95% CI: 0.47, 0.82). CONCLUSIONS: ICD-9 diagnosis code of 995.1 (angioneurotic edema, not elsewhere classified) is highly predictive of angioedema in adults with heart failure exposed to ACEI.


Subject(s)
Angioedema , Heart Failure , Physicians , Angioedema/chemically induced , Angioedema/diagnosis , Angioedema/epidemiology , Angiotensin-Converting Enzyme Inhibitors/adverse effects , Heart Failure/diagnosis , Heart Failure/drug therapy , Heart Failure/epidemiology , Humans , Reproducibility of Results
11.
J Am Pharm Assoc (2003) ; 61(3): 248-257.e1, 2021.
Article in English | MEDLINE | ID: mdl-33485815

ABSTRACT

OBJECTIVE: Opioid tapering is recommended when risks of chronic opioid use outweigh benefits. Little is known about patient characteristics or factors related to tapering success. We sought to identify characteristics that predict a 50% reduction in opioid use and qualitatively characterize factors that impact tapering success. METHODS: We used multilevel hierarchical modeling to identify predictors of a 50% reduction in opioid use among Kaiser Permanente Northwest patients who underwent pharmacist-led tapering between 2012 and 2017. We conducted qualitative interviews among patients and pharmacists to identify factors influencing tapering success. RESULTS: We identified 1384 patients who, on average, were dispensed 207 milligram morphine equivalents per day at baseline. After 12 months, 56% of patients reduced their opioid use by 50%. Increased odds of 50% reduction were associated with younger age 21-49 years (Odds ratio [OR] 1.32, P = 0.004); previous surgery (OR 2.24, P < 0.001); increased number of Addiction Medicine encounters (OR 1.25, P = 0.011); substance use disorder (OR 1.62, P = 0.001); anxiety (OR 1.32, P = 0.003); non-narcotic analgesic (OR 1.22, P = 0.025) or antipsychotic medication use (OR 1.53, P = 0.006); and opioid days supplied in the previous year (OR 1.08, P < 0.001). Patients and pharmacists noted that success was influenced by patients' willingness or resistance to change opioid use, the level of patient engagement achieved through communication with their provider, aspects of the tapering process such as pace, and external factors including health issues or caregiving responsibilities. CONCLUSIONS: Over one-half of patients who underwent tapering reduced their opioid use by 50%. Patient demographic and clinical characteristics were predictive of tapering success; however, patients and pharmacists noted that patient willingness, motivation, and personal circumstances also influence tapering outcome. Opioid tapering requires an individualized approach. Both clinical factors and personal circumstances should be considered when opioid tapering is being discussed as a possible solution for a patient.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Adult , Analgesics, Opioid/adverse effects , Communication , Humans , Middle Aged , Patient Participation , Pharmacists , Young Adult
12.
Genome Announc ; 5(43)2017 Oct 26.
Article in English | MEDLINE | ID: mdl-29074662

ABSTRACT

Seven mycobacteriophages from distinct geographical locations were isolated, using Mycobacterium smegmatis mc2155 as the host, and then purified and sequenced. All of the genomes are related to cluster A mycobacteriophages, BobSwaget and Lokk in subcluster A2; Fred313, KADY, Stagni, and StepMih in subcluster A3; and MyraDee in subcluster A18, the first phage to be assigned to that subcluster.

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