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1.
J Am Pharm Assoc (2003) ; 63(6): 1803-1807, 2023.
Article in English | MEDLINE | ID: mdl-37717920

ABSTRACT

BACKGROUND: West Virginia (WV) is the third most rural state in the US and has a high incidence of skin cancer. Intervention efforts in WV are impeded by structural barriers, low health literacy, and lack of health care access. Community pharmacies and pharmacists are highly accessible and may be helpful in promoting skin cancer prevention. OBJECTIVE(S): The purpose of the study was to evaluate the impact of the Skin Cancer Awareness Now (SCAN!) pharmacy-based sun-safety intervention at follow-up. METHODS: Surveys assessed SCAN's effect on skin cancer prevention at preintervention and follow-up. The follow-up survey was administered between 8 and 12 months after our initial feasibility study. Questions included demographics, cancer history, cancer worry, knowledge, cancer communication, and skin cancer screening intentions. Multivariate repeated measures ANOVA assessed the change in worry, importance, knowledge, and intentions to be sun safe. RESULTS: Participants (n=56, response rate= 62.2%) had a mean age of 44.7 (standard deviation: 19.3) years. Most were females (87.5%), Whites (92.9%), and 48.2% lived in rural areas. Knowledge and intentions significantly improved over time. At follow-up, participants (41.1%) mentioned that they plan on discussing skin cancer prevention with their pharmacist in the future. CONCLUSION: The SCAN! intervention can be a useful resource for skin cancer prevention in community pharmacy settings. Community pharmacies have the potential to be change agents in skin cancer prevention by providing education on sun protection or detection and by promoting sun-safety behaviors.


Subject(s)
Community Pharmacy Services , Skin Neoplasms , Female , Humans , Adult , Male , Health Behavior , Surveys and Questionnaires , Skin Neoplasms/prevention & control , Pharmacists
2.
J Am Pharm Assoc (2003) ; 61(1): e69-e79, 2021.
Article in English | MEDLINE | ID: mdl-33132105

ABSTRACT

OBJECTIVES: Skin cancer is the most common form of cancer, and individuals from the medically underserved Appalachian region are at elevated risks for cancer morbidity and mortality. Skin cancer can be prevented by decreasing ultraviolet light exposure (sunscreen sun protection factor 30, shade, clothing, sunglasses, hats) and can be caught at an early treatable stage through a routine skin examination. The Skin Cancer Awareness Now! (SCAN!) pilot project promoted skin cancer prevention and screening in community pharmacies, using a dynamic communication model. The objectives of the study were to understand (1) the feasibility of the SCAN! and (2) the preliminary impact of the SCAN! METHODS: We conducted pre- and postintervention surveys of the SCAN!, a student pharmacist-led or pharmacy resident-led intervention in community pharmacies (n = 3). RESULTS: Participants (n = 90) had a mean age of 43.8 (SD= 18.4) years, were predominantly white (92.1%), without a college degree (65.6%), and had an average family income in the range of $25,000-$49,999, with approximately 16% falling below the poverty level. To begin, the SCAN! scored highly in attention (mean = 5.8), liking (mean = 6.1), comprehension (mean = 6.7), and intentions to be sun safe (mean = 6.0). Most improved in their knowledge of the amount of sunscreen needed per application for sun safety (66%, P < 0.01) and of melanoma features from pre- and postintervention (39%, P < 0.01). A multivariate analysis of variance indicated that knowledge and intentions improved (all P's < 0.01). Interaction effects indicated that improvements in knowledge were greater for those in the rural pharmacy (P = 0.03), and improvements in perceived importance were greater for those in urban pharmacies (P = 0.01). CONCLUSION: The SCAN! intervention was well received by the population. Our study provides evidence that community pharmacy is a novel venue for skin cancer prevention interventions, particularly for rural, medically underserved populations.


Subject(s)
Pharmacies , Pharmacy , Skin Neoplasms , Sunburn , Adult , Feasibility Studies , Health Knowledge, Attitudes, Practice , Humans , Pilot Projects , Skin Neoplasms/drug therapy , Skin Neoplasms/prevention & control , Sunburn/drug therapy , Sunscreening Agents/therapeutic use
3.
J Am Pharm Assoc (2003) ; 57(2S): S12-S18.e4, 2017.
Article in English | MEDLINE | ID: mdl-28163027

ABSTRACT

OBJECTIVES: The objective of this study is to assess West Virginia pharmacists' stocking and dispensing practices of opioid-related medications and to identify the educational needs relating to providing naloxone in community pharmacies. DESIGN: A cross-sectional, anonymous, 49-item survey was created and validated to assess the educational needs of West Virginia community pharmacists. SETTING: West Virginia. PARTICIPANTS: The data collection instrument was administered to 266 pharmacists currently licensed in West Virginia at 6 continuing pharmacy education events throughout the state from March 1 to June 15, 2016. OUTCOME MEASURES: Pharmacists' educational needs were determined using the Extended Parallel Process Model, which has 4 main constructs: perceived severity, perceived susceptibility, response efficacy, and self-efficacy. Pharmacists' stocking and dispensing of opioids and related medications were also assessed. RESULTS: Pharmacists completed 157 surveys. They were mostly male (56.1%), full-time employees (67.5%), worked mostly in community pharmacies (69.4%), and had a mean age of 50.19 years (SD = 13.62). The newly adapted opioid perceived efficacy and perceived severity of opioid adverse events scales were tested for reliability and validity. Only 20.4% of the community pharmacists surveyed felt comfortable selling naloxone without a prescription. As for the other opioid-related medications, only 53.3% stocked buprenorphine and 74.8% stocked buprenorphine/naloxone. CONCLUSIONS: As the most accessible health care providers, community pharmacists are acutely aware of how the opioid epidemic affects their communities. Some pharmacists in West Virginia are hesitant to stock and dispense opioids and opioid-dependence medications. Although this may decrease the flow of potentially abused drugs into the community, it may also restrict access to necessary therapy for patients with opioid use disorder. Furthermore, pharmacists in West Virginia are not yet comfortable stocking and dispensing naloxone. Tailored educational materials can help in controlling the pharmacists' fear and reinforce the benefits of over-the-counter naloxone use.


Subject(s)
Attitude of Health Personnel , Community Pharmacy Services/organization & administration , Naloxone/administration & dosage , Pharmacists/psychology , Adult , Buprenorphine/administration & dosage , Cross-Sectional Studies , Education, Pharmacy, Continuing , Female , Health Care Surveys , Humans , Male , Middle Aged , Naloxone/supply & distribution , Narcotic Antagonists/administration & dosage , Narcotic Antagonists/supply & distribution , Opioid-Related Disorders/drug therapy , Pharmacists/organization & administration , Reproducibility of Results , West Virginia
4.
J Pharm Technol ; 31(5): 195-203, 2015 Oct.
Article in English | MEDLINE | ID: mdl-34860921

ABSTRACT

Background: Policies by the American Medical Association and the American Pharmacists Association advocate for the discontinuation of tobacco sales in pharmacies, yet tobacco sales remain lucrative for pharmacies in the United States. West Virginia has the highest smoking rate (29%) and the second highest lung cancer incidence in the country. Objective: This study examined pharmacists' perceptions of tobacco sales in pharmacies and awareness of relevant policies. Methods: West Virginia pharmacists (n = 195) were surveyed to understand tobacco sales in West Virginia pharmacy, utilizing Diffusion of Innovations as a theoretical framework. Results: Eighty-one percent were community pharmacists, and 39% practiced at independent pharmacies. Sixty-two percent reported that their pharmacies did not sell tobacco. Pharmacists at independent pharmacies were more likely to be in rural areas/small towns, have decision-making control over tobacco sales, and not currently selling tobacco products. Other community pharmacists (ie, at regional and national chains) were more likely to sell tobacco products, not have decision-making control over tobacco sales, and perceive revenue loss from discontinuing tobacco sales. Other types of pharmacists (eg, hospital) estimated a greater number of patients who were smokers/tobacco users. A logistic regression showed that less perceived revenue loss was associated with greater likelihood of not selling tobacco products (all Ps < .05). Conclusions: Findings indicate a strong movement among community pharmacists to curtail the use of tobacco. Generating support for the elimination of tobacco sales and adoption of tobacco cessation initiatives in community pharmacy could help reduce smoking rates in elevated-risk populations.

5.
J Psychiatr Res ; 153: 245-253, 2022 09.
Article in English | MEDLINE | ID: mdl-35841821

ABSTRACT

Opioid and other drug-related overdoses and suicides are leading causes of injury death and represent a significant public health threat in the United States (U.S.). This study examined clinical factors of three patient groups from two inpatient addiction treatment facilities in Appalachian West Virginia (n = 66). Patients were classified as having: 1) unintentional overdose(s) (OD), 2) suicidal ideation or suicide attempt(s) (SI/SA), and 3) suicidal ideation or suicide attempt, and unintentional overdose (SI/SA/OD). Multinomial logistic regression models were used to determine whether adverse childhood experiences, self-injurious behaviors, substance use history, overdose history, and past year stressful life events were differentially associated with history of SI/SA/OD. Participants in the OD group were more likely to have used heroin in the 24-h preceding their most recent overdose compared to either the SI/SA or SI/SA/OD groups. The multivariable model found participants with history of SI/SA had higher adverse childhood experience scores and more participants with history of SI/SA endorsed childhood physical abuse and teen dating violence. Overall, there are characteristics that distinguish unintentional overdose from suicidal ideation and attempt. Patients with SI/SA/OD appear to have greater clinical severity. More thorough evaluation of drugs involved in overdose and history of self-injury may help distinguish future risk and inform treatment planning.


Subject(s)
Opioid-Related Disorders , Self-Injurious Behavior , Adolescent , Humans , Inpatients , Opioid-Related Disorders/epidemiology , Risk Factors , Self-Injurious Behavior/epidemiology , Suicidal Ideation , Suicide, Attempted , United States
6.
Appl Environ Microbiol ; 77(4): 1171-80, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21169442

ABSTRACT

Internalin A (InlA; encoded by inlA) facilitates the crossing of the intestinal barrier by Listeria monocytogenes. Mutations leading to a premature stop codon (PMSC) in inlA and thus attenuated mammalian virulence have been reported. We recently characterized 502 L. monocytogenes food isolates from a retail survey and 507 human clinical isolates from multiple U.S. states with respect to the presence/absence of inlA mutations. The objective of this study was to investigate the hypothesis that dose responses for human listeriosis vary between L. monocytogenes strains with and those without a PMSC in inlA. Subtype-specific prevalence and concentration distributions in food, along with epidemiologic and consumption data, were input into established dose-response models to generate an r value (probability of a cell causing illness). Under the conservative assumption that L. monocytogenes levels at retail represent levels consumed, mean log(10) r values were -8.1 and -10.7 for L. monocytogenes subtypes with genes encoding a full-length and a truncated InlA, respectively. L. monocytogenes carrying a 5' frameshift mutation in a homopolymeric tract showed a mean log(10) r value of -12.1. Confidence intervals for the r values and their differences varied depending on subtypes. When the increase in concentration of L. monocytogenes subtypes between retail and consumption was considered, mean log(10) r values were reduced to -10.4, -13.8, and -12.8 for the subtypes with genes encoding a full-length InlA, for the subtypes carrying a PMSC in inlA, and for all L. monocytogenes isolates regardless of subtype, respectively. Our study provides further quantitative evidence that L. monocytogenes subtypes vary in abilities and relative likelihoods of causing human disease, which were mechanistically related to defined genetic markers.


Subject(s)
Bacterial Proteins/genetics , Listeria monocytogenes/genetics , Listeria monocytogenes/pathogenicity , Membrane Proteins/genetics , Virulence Factors/genetics , Codon, Nonsense , Food Microbiology , Frameshift Mutation , Genetic Markers , Humans , Listeria monocytogenes/isolation & purification , Listeria monocytogenes/metabolism , Listeriosis/microbiology , Mucous Membrane/metabolism , Mucous Membrane/microbiology , Sequence Analysis, DNA
7.
Immunotherapy ; 13(2): 103-112, 2021 02.
Article in English | MEDLINE | ID: mdl-33148082

ABSTRACT

Background: The objective of this study is to assess the impact of immune checkpoint inhibitors (ICIs) and multimorbidity on healthcare expenditures among older patients with late-stage melanoma. Materials & methods: A retrospective longitudinal cohort study using Surveillance, Epidemiology and End Results linked with Medicare claims was conducted. Generalized linear mixed models were used to analyze adjusted relationships of ICI, multimorbidity and ICI-multimorbidity interaction on average healthcare expenditures. Results: Patients who received ICI and those who had multimorbidity had significantly higher average total healthcare expenditures compared with ICI nonusers and no multimorbidity. In the fully adjusted model using ICI-multimorbidity interaction, no excess cost was added by multimorbidity. Conclusion: Use of ICIs, regardless of multimorbidity, is associated with increased healthcare expenditures.


Subject(s)
Health Expenditures/statistics & numerical data , Immune Checkpoint Inhibitors/economics , Melanoma/economics , Aged , Aged, 80 and over , Female , Humans , Immune Checkpoint Inhibitors/therapeutic use , Longitudinal Studies , Male , Medicare , Melanoma/drug therapy , Melanoma/epidemiology , Melanoma/pathology , Multimorbidity , Retrospective Studies , United States/epidemiology
8.
Medicine (Baltimore) ; 100(7): e24782, 2021 Feb 19.
Article in English | MEDLINE | ID: mdl-33607829

ABSTRACT

ABSTRACT: Improvement in overall survival by immune checkpoint inhibitors (ICI) treatment in clinical trials encourages their use for late-stage melanoma. However, in the real-world, heterogeneity of population, such as older patients with multimorbidity, may lead to a slower diffusion of ICIs. The objective of this study was to examine the association of multimorbidity and other factors to ICI use among older patients with late-stage melanoma using real world data.A retrospective cohort study design with a 12-month baseline and follow-up period was adopted with data from the linked Surveillance, Epidemiology, and End Results cancer registry/Medicare database. Older patients (>65 years) with late-stage (stage III/IV) melanoma diagnosed between 2012 and 2015 were categorized as with or without multimorbidity (presence of 2 or more chronic conditions) and ICI use was identified in the post-index period. Chi-square tests and logistic regression were used to evaluate factors associated with ICI use.In the study cohort, 85% had multimorbidity, 18% received any treatment (chemotherapy, radiation, and/or ICI), and 6% received ICI. Only 5.5% of older patients with multimorbidity and 6% without multimorbidity received ICIs. Younger age, presence of social support, lower economic status, residence in northeastern regions, and recent year of diagnosis were significantly associated with ICI use; however, multimorbidity, sex, and race were not associated with ICI use.In the real-world clinical practice, only 1 in 18 older adults with late stage melanoma received ICI, suggesting slow pace of diffusion of innovation. However, multimorbidity was not a barrier to ICI use.


Subject(s)
Immune Checkpoint Inhibitors/therapeutic use , Melanoma/drug therapy , Aged , Aged, 80 and over , Case-Control Studies , Female , Humans , Male , Melanoma/mortality , Multimorbidity , Neoplasm Staging , Registries , Retrospective Studies , United States/epidemiology
9.
J Geriatr Oncol ; 12(3): 388-393, 2021 04.
Article in English | MEDLINE | ID: mdl-32988783

ABSTRACT

INTRODUCTION: Presence of multimorbidity can affect prognosis, treatment, and outcomes of individuals with cancer. However, the prevalence and factors associated with multimorbidity among older late-stage melanoma is not well studied. We estimated the prevalence of any type of pre-existing multimorbidity (autoimmune disorder (AD), physical health conditions (PHC), and mental health conditions (MHC)) among older adults with late-stage melanoma in the United States. We further examined the association of patient-level factors to multimorbidity in late-stage melanoma. METHODS: We derived data on older fee-for-service Medicare beneficiaries (age ≥ 66 years) diagnosed with late-stage melanoma between 2011 and 2015 (N = 4,519) from the linked Surveillance, Epidemiology, and End Results cancer registry and Medicare claims. We defined multimorbidity as the prevalence of two or more chronic conditions prior to the diagnosis of melanoma. We used unadjusted and adjusted logistic regressions to examine the association of patient-level factors to multimorbidity. RESULTS: An overwhelming majority (85%) of older patients with late-stage melanoma had multimorbidity. Pre-existing PHC multimorbidity (84%) was the most prevalent, followed by AD (12%), and MHC (6%). Age and region were associated with any and PHC multimorbidity. Sex, marital status, and region were factors associated with pre-existing AD while sex, marital status, and dual eligibility were associated with MHC multimorbidity. CONCLUSIONS: Pre-existing multimorbidity was highly prevalent among older individuals with late-stage melanoma; prevalence rates and factors associated with multimorbidity varied by type of chronic conditions. This highlights the need for developing systematic approaches to optimizing care of older patients with late-stage melanoma and multimorbidity.


Subject(s)
Melanoma , Multimorbidity , Aged , Chronic Disease , Cross-Sectional Studies , Humans , Medicare , Melanoma/epidemiology , Melanoma/therapy , Prevalence , Risk Factors , United States/epidemiology
10.
J Food Sci ; 86(2): 495-504, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33438200

ABSTRACT

The objective of this survey was to estimate the prevalence, contamination level, and genetic diversity of Salmonella in selected raw, shelled tree nuts (Brazil nuts, cashews, hazelnuts, macadamia nuts, pecans, pine nuts, pistachios, and walnuts) at retail markets in the United States. A total of 3,374 samples of eight tree nuts were collected from different types of retail stores and markets nationwide between September 2015 and March 2017. These samples (375 g) were analyzed using a modified FDA's BAM Salmonella culture method. Of the 3,374 samples, 15 (0.44%) (95% confidence interval [CI] [0.25, 0.73]) were culturally confirmed as containing Salmonella; 17 isolates were obtained. Among these isolates, there were 11 serotypes. Salmonella was not detected in Brazil nuts (296), hazelnuts (487), pecans (510), pine nuts (500), and walnuts (498). Salmonella prevalence estimates in cashews (510), macadamia (278), and pistachios (295) were 0.20% (95% CI [<0.01, 1.09]), 2.52% (95% CI [1.02, 5.12]), and 2.37% (95% CI [0.96, 4.83]), respectively. The rates of Salmonella isolation from major/big-chain supermarkets (1381), small-chain supermarkets (328), discount/variety/drug stores (1329), and online (336) were 0.29% (95% CI [0.08, 0.74]), 0.30% (95% CI [0.01, 1.69]), 0.45% (95% CI [0.17, 0.98]), and 1.19% (95% CI [0.33, 3.02]), respectively. Salmonella prevalence in organic (530) and conventional (2,844) nuts was not different statistically (P = 0.0601). Of the enumerated samples (15), 80% had Salmonella levels ≤0.0092 most probable number (MPN)/g. The highest contamination level observed was 0.75 MPN/g. The prevalence and contamination levels of Salmonella in the tree nuts analyzed were generally comparable to previous reports. Pulsed-field gel electrophoresis, serotype, and sequencing data all demonstrated that Salmonella population in nuts is very diverse genetically. PRACTICAL APPLICATION: The prevalence, contamination level, and genetic diversity of Salmonella in eight types of tree nuts (3,374 samples collected nationwide) revealed in this survey could help the development of mitigation strategies to reduce public health risks associated with consumption of these nuts.


Subject(s)
Food Microbiology , Nuts/microbiology , Salmonella/isolation & purification , Anacardium/microbiology , Carya/microbiology , Corylus/microbiology , Electrophoresis, Gel, Pulsed-Field , Humans , Juglans/microbiology , Macadamia/microbiology , Pistacia/microbiology , Prevalence , United States
11.
J Subst Abuse Treat ; 117: 108092, 2020 10.
Article in English | MEDLINE | ID: mdl-32811626

ABSTRACT

INTRODUCTION: Premature mortality associated with opioid-related overdose and suicide is a significant public health problem in the United States. Approximately 20-30% of individuals with opioid use disorder (OUD) have a history of both suicide attempt and unintentional opioid overdose. The objective of this study is to evaluate the feasibility of a standardized screen for suicide and overdose among patients receiving addiction treatment. METHODS: We conducted a cross-sectional study using a convenience sample of patients (n = 113) recruited from two inpatient treatment programs. We used a modified version of the Patient Safety Screener (mPSS) to screen for suicidal ideation, suicide attempt, and overdose. Study staff administered the screen in-person during treatment, and we linked results to administrative clinical data. Subjects (n = 108) and members of their clinical care team (n = 20) completed a screening acceptability survey. We recorded a positive mPSS if a patient reported suicidal ideation in the past two weeks, a suicide attempt, and/or an overdose in the past six months. RESULTS: Fifty-eight percent of subjects had a positive mPSS screen, and 30.3% reported suicidal ideation, suicide attempt, and overdose. Subjects and clinical staff reported that it was acceptable to screen for suicide attempt(s) and overdose(s). About a third of the clinical staff reported concerns about administration time (n = 7) and impact on workflow (n = 6). CONCLUSIONS: Both suicide and overdose are important patient safety factors that should be incorporated into addiction treatment and discharge planning. This study's findings support simultaneously screening for suicide and overdose in OUD inpatient treatment settings. Future research needs to determine whether screening improves provision of services and reduces self-injurious behavior.


Subject(s)
Opioid-Related Disorders , Suicidal Ideation , Cross-Sectional Studies , Feasibility Studies , Humans , Risk Factors , Suicide, Attempted , United States
12.
Res Social Adm Pharm ; 5(2): 182-8, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19524865

ABSTRACT

BACKGROUND: The Medicare Modernization Act of 2003 recognizes the challenges associated with drug therapy in elderly patients with multiple chronic diseases, and requires the development of medication therapy management services (MTMS) for such beneficiaries. OBJECTIVE: To assess pharmacists' perception of educational and training needs necessary to implement MTMS in community pharmacies in West Virginia, USA. METHODS: Self-administered mail surveys with an explanatory cover letter were mailed to the designated pharmacist-in-charge (PIC) of each licensed community pharmacy (506) in West Virginia. Main outcome measures included pharmacists' comfort level, perceptions of value to patients, barriers to provision of services, and pharmacists' interest in receiving education and training related to MTMS. RESULTS: Of the 503 surveys that were deliverable, 203 (40.4%) usable responses were received. Fifty-five (27.1%) PICs reported that MTMS are currently being provided in their pharmacy. Respondents were likely to use services that aid in the development of MTMS and disease-state management, felt relatively comfortable in providing MTMS, and had a favorable view of the value of services to patients, but reported that lack of time tended to be a barrier. CONCLUSION: PICs in West Virginia are interested in and open to their pharmacists receiving education and training for implementation of MTMS.


Subject(s)
Community Pharmacy Services/organization & administration , Medication Therapy Management/organization & administration , Pharmacists/psychology , Attitude of Health Personnel , Data Collection , Education, Pharmacy, Continuing/organization & administration , Humans , Medicare/legislation & jurisprudence , Pharmacists/organization & administration , Professional Role/psychology , Time Factors , United States , West Virginia
13.
Res Social Adm Pharm ; 5(2): 170-81, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19524864

ABSTRACT

BACKGROUND: Over the past few decades, childhood obesity has become a major public health issue in the United States. Numerous public and professional organizations recommend that physicians periodically screen for obesity in children and adolescents using the body mass index (BMI). However, studies have shown that physicians infrequently measure BMI in children and adolescents. OBJECTIVES: The purpose of this study was to use the theory of reasoned action (TRA) to explain physicians' intentions to measure BMI in children and adolescents. The study objectives were to (1) determine if attitude and subjective norm predict physicians' intention to measure BMI in children and adolescents; (2) determine if family physicians and pediatricians differ in terms of theoretical factors; and (3) assess differences in behavioral beliefs, outcome evaluations, normative beliefs, and motivation to comply among physicians based on their level of intention to measure BMI. METHODS: A cross-sectional mailed survey of 2590 physicians (family physicians and pediatricians) practicing in 4 states was conducted. A self-administered questionnaire was designed that included items related to the TRA constructs. The association between the theoretical constructs was examined using correlation and regression analyses. Student's t test was used to determine differences between family physicians and pediatricians on theoretical constructs and to compare the underlying beliefs of nonintenders with intenders. RESULTS: The usable response rate was 22.8%. Less than half (44%) of the physicians strongly intended to measure BMI in children and adolescents. Together, the TRA constructs attitude and subjective norm explained up to 49.9% of the variance in intention. Pediatricians had a significantly (P<.01) higher intention to measure BMI as compared to family physicians. There were significant (P<.01) behavioral and normative belief differences between physicians who intend and those who do not intend to measure BMI. CONCLUSION: The TRA is a useful model in identifying the factors that are associated with physicians' intentions to measure BMI.


Subject(s)
Body Mass Index , Physicians, Family/psychology , Practice Patterns, Physicians' , Psychological Theory , Adolescent , Adult , Attitude of Health Personnel , Child , Cross-Sectional Studies , Female , Humans , Intention , Male , Middle Aged , Obesity/diagnosis , Regression Analysis , Surveys and Questionnaires , United States
14.
Am J Accountable Care ; 6(4): 11-18, 2018 Dec.
Article in English | MEDLINE | ID: mdl-34124532

ABSTRACT

OBJECTIVES: To assess the association of the transition from incident opioid use to incident chronic opioid therapy (COT) with the trajectories of healthcare utilization and expenditures. STUDY DESIGN: We used a longitudinal, retrospective cohort design, including seven 120-day time periods covering preindex (t1, t2, and t3), index (t4), and postindex (t5, t6, and t7) periods with data from adults aged 28 to 63 years at the index date, without cancer, and continuously enrolled in a primary commercial insurance plan (N = 20,201). METHODS: Multivariable analyses were performed on utilization (population-averaged [PA] logistic regression), expenditures (PA generalized estimating equations), and expenditure estimates (counterfactual prediction). The data used were from a commercial claims database (10% random sample from the IQVIA Real-World Data Adjudicated Claims - US database) from 2006-2015. RESULTS: Patients on COT were more likely to use inpatient services (adjusted odds ratio, 1.11; 95% CI, 1.01-1.21) compared with those who did not. Although expenditures peaked during the index period (t4) for all users, differences in unadjusted average 120-day expenditures between COT and non-COT users were highest in t4 for total ($4607) and inpatient ($2453) expenditures. COT users had significantly higher total (ß = 0.183; P <.01) and inpatient (ß = 0.448; P <.001) expenditures. CONCLUSIONS: The period after incident opioid prescription but before transition to COT is an important time for payers to intervene.

15.
Am Health Drug Benefits ; 11(1): 12-21, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29692877

ABSTRACT

BACKGROUND: Opioids have been prescribed and used for chronic noncancer pain at prolific rates in the United States during the past 2 decades. Patients who transition to incident chronic opioid therapy are at increased risk for significant negative health consequences, including cardiovascular risk, endocrine disorders, opioid use disorder, and death. OBJECTIVE: To identify the leading predictors associated with transitioning to incident chronic opioid therapy among working-age adults without cancer. METHOD: This retrospective observational cohort study is based on medical and pharmacy claims of a nationally representative sample of adults enrolled in commercial health insurance plans. Standard parametric (logistic regressions) and nonparametric methods based on a decision tree were used for prediction. To facilitate comparison with the available published literature, we also present adjusted odds ratios (AORs) and 95% confidence intervals (CIs). The 10% random sample of 491,442 patients included in the study who were working-age adults (age, 28-63 years) were insured in a commercial health plan, did not have cancer, and initiated opioid therapy between January 2007 and May 2015. Transition to incident chronic opioid therapy was defined as having claims for at least a 90-day supply of opioids within 120 days after the index date (ie, initiation of opioid therapy). Predictive models used for the analysis comprised a comprehensive list of factors available in the claims data, including opioid regimen characteristics, pain conditions, physical and mental health conditions, concomitant medications use (ie, benzodiazepine, stimulants, nonopioid analgesics, and polypharmacy), patient characteristics, and health insurance type. RESULTS: In our sample, the transition to incident chronic opioid therapy was 1.3% and pain-specific diagnoses were documented for only one-third (31.7%) of patients. The 4 leading predictors of chronic opioid therapy were opioid duration of action (AOR, 12.28; 95% CI, 8.06-18.72), the parent opioid compound (eg, tramadol vs codeine; AOR, 7.26; 95% CI, 5.20-10.13), the presence of conditions that are very likely to cause chronic pain (AOR, 5.47; 95% CI, 3.89-7.68), and drug use disorders (AOR, 4.02; 95% CI, 2.53-6.40). CONCLUSION: The initial opioid regimen's characteristics are powerful predictors of chronic opioid therapy. Predictive algorithms created from readily available claims data can be used to develop real-time predictions of the future risk for a patient's transition to chronic opioid use.

17.
J Food Prot ; 80(3): 459-466, 2017 03.
Article in English | MEDLINE | ID: mdl-28207311

ABSTRACT

Nuts have been identified as a vector for salmonellosis. The objective of this project was to estimate the prevalence and contamination level of Salmonella in raw tree nuts (cashews, pecans, hazelnuts, macadamia nuts, pine nuts, and walnuts) at retail markets in the United States. A total of 3,656 samples of six types of tree nuts were collected from different types of retail stores and markets nationwide between October 2014 and October 2015. These samples were analyzed using a modified version of the Salmonella culture method from the U.S. Food and Drug Administration's Bacteriological Analytical Manual. Of the 3,656 samples collected and tested, 32 were culturally confirmed as containing Salmonella. These isolates represented 25 serotypes. Salmonella was not detected in pecans and in-shell hazelnuts. Salmonella prevalence estimates (and 95% confidence intervals) in cashews, shelled hazelnuts, pine nuts, walnuts, and macadamia nuts were 0.55% [0.15, 1.40], 0.35% [0.04, 1.20], 0.48% [0.10, 1.40], 1.20% [0.53, 2.40], and 4.20% [2.40, 6.90], respectively. The rates of Salmonella isolation from major or big chain supermarkets, small chain supermarkets, discount, variety, or drug stores, and online were 0.64% [0.38, 1.00], 1.60% [0.80, 2.90], 0.00% [0.00, 2.40], and 13.64% [2.90, 35.00], respectively (Cochran-Mantel-Haenszel test: P = 0.02). The rates of Salmonella isolation for conventional and organic nuts were not significantly different. Of the samples containing Salmonella, 60.7% had levels less than 0.003 most probable number (MPN)/g. The highest contamination level observed was 0.092 MPN/g. The prevalence and levels of Salmonella in these tree nut samples were comparable to those previously reported for similar foods.


Subject(s)
Nuts/microbiology , Salmonella/isolation & purification , Anacardium , Carya , Corylus , Food Contamination , Juglans , Macadamia , Prevalence , United States
18.
Clin Ther ; 28(2): 306-18, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16678652

ABSTRACT

BACKGROUND: Oral hypoglycemic agents (OHAs) are an important component in the management of type 2 diabetes mellitus (DM). Large-scale studies have demonstrated that tight glycemic control with such agents can reduce the frequency and severity of long-term DM-related complications. OBJECTIVES: The main goal of this study was to examine the impact of depression on utilization patterns of OHAs in patients newly diagnosed with type 2 DM. A secondary objective was to estimate the impact of depression on discontinuation and modification of pharmacotherapy for DM in these patients. METHODS: Patients newly diagnosed with type 2 DM during a 3-year period (1998-2000) were identified from a Medicaid claims database. Presence of preexisting depression was determined on the basis of International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes. The patient cohort was followed up until they received their first prescription for an OHA (1998-2001); this date was treated as the index date for the study. Utilization patterns (ie, discontinuation, augmentation, switching, non-modification) for OHAs were computed for a 12-month follow-up period after the index date. A multivariate framework was used to estimate the impact of depression on utilization patterns, controlling for confounders such as demographics, comorbidity, provider interaction, drug regimen complexity, and DM severity. RESULTS: A total of 1237 newly diagnosed type 2 DM patients were identified (depressed, n=446; nondepressed, n=791). A higher number of depressed patients (23.32%) switched or augmented therapy compared with nondepressed patients (16.18%). Also, a higher fraction of depressed patients (39.46%) discontinued OHA therapy compared with nondepressed patients (32.87%). Results of a multinomial logistic regression indicated that, controlling for covariates, patients with depression were 1.72 times more likely to switch (P=0.046) and 1.89 times more likely to augment therapy (P=0.004) compared with nondepressed patients. Logistic regression analysis also indicated that, controlling for confounding covariates, patients with depression were 1.72 times more likely to modify initial OHA therapy compared with patients without depression (P=0.003). CONCLUSION: Depression was significantly associated with utilization patterns of OHAs in these patients newly diagnosed with type 2 DM, thus possibly affecting their disease management.


Subject(s)
Depression/epidemiology , Diabetes Mellitus, Type 2/drug therapy , Drug Prescriptions/statistics & numerical data , Hypoglycemic Agents/therapeutic use , Patient Compliance , Administration, Oral , Cohort Studies , Databases, Factual , Diabetes Mellitus, Type 2/epidemiology , Female , Humans , Logistic Models , Male , Middle Aged , Retrospective Studies , West Virginia/epidemiology
19.
J Food Prot ; 69(3): 564-9, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16541686

ABSTRACT

The heat resistance of Escherichia coli O157:H7, Salmonella, and Listeria monocytogenes that were in stationary phase, had been exposed to high osmotic pressure, or were acid adapted was evaluated in white grape juice concentrate (58 degrees Brix, pH 3.3). The most heat-resistant cells of all three pathogens were those exposed to high osmotic pressure or in stationary phase. Unlike in single-strength juices, in concentrate the acid-adapted cells for all three pathogens were less heat resistant than were cells in the other physiological states. E. coli O157:H7 had the highest heat resistance for all temperatures tested (e.g., D62 degrees C = 1.8 +/- 0.3 min, with a z-value of 9.9 +/- 0.6 degrees C). L. monocytogenes exposed to high osmotic pressure had the highest z-value (12.3 +/- 1.2 degrees C), although its D-values for all temperatures tested were lower (e.g., D62 degrees C = 0.93 +/- 0.1 min) than those for E. coli O157:H7. Salmonella was the most sensitive of the pathogens under all conditions. Based on the results obtained in this study, one example of a heat treatment that will inactivate 5 log units of all three pathogens in white grape juice concentrate was calculated as 1.5 min at 71.1 degrees C (z = 10.3 degrees C). Validation studies confirmed the predicted D71 degrees C for E. coli O157:H7 exposed to high osmotic pressure.


Subject(s)
Escherichia coli O157/growth & development , Hot Temperature , Listeria monocytogenes/growth & development , Salmonella/growth & development , Vitis/microbiology , Beverages , Colony Count, Microbial , Food Microbiology , Hydrogen-Ion Concentration , Predictive Value of Tests , Pressure , Time Factors
20.
J Food Prot ; 69(2): 335-44, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16496574

ABSTRACT

The objective of this study was to evaluate the hypothesis that the dose-response relationship for Listeria monocytogenes in humans varies with genotypic lineage or subtype. The linkages between molecular subtyping data and enumeration data for L. monocytogenes subtypes in foods consumed by the at-risk population were examined to test this hypothesis. We applied a conditional probability model to conduct a subtype-specific dose-response analysis, with the focus on invasive listeriosis. L. monocytogenes differed not only in the molecular subtype and lineage but also in the contamination level when isolates of the pathogen occurred in retail samples of ready-to-eat foods. Using the exponential model parameter r-value as a measure (essentially the probability of a single cell causing illness), we found that the virulence varied among L. monocytogenes lineages by several orders of magnitude. Under the assumptions made, for L. monocytogenes lineages I and II the consumption of a single cell would result in listeriosis with log average probabilities of -7.88 (equivalent to once in 10(7.78) times) and -10.3, respectively, as compared with -9.72 for L. monocytogenes independent of subtype. A greater difference in r-values was found for selected ribotypes. The uncertainty about the r-value estimates was small compared with the large differences in the virulence parameters themselves. Thus, for L. monocytogenes both subtype and the number of cells consumed matter, highlighting the usefulness of considering both exposure concentration and subtype prevalence in dose-response analysis. As advances are made in molecular subtyping and quantitative tools for dose-response analysis, further studies integrating genomic data into quantitative risk assessments will enable better attribution of disease risk to L. monocytogenes subtypes.


Subject(s)
Colony Count, Microbial , Foodborne Diseases/microbiology , Listeria monocytogenes/pathogenicity , Listeriosis/microbiology , Virulence Factors/genetics , Animals , Bacterial Typing Techniques , Food Microbiology , Genotype , Humans , Listeria monocytogenes/classification , Listeria monocytogenes/genetics , Risk Assessment , Virulence/genetics
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