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1.
J Sch Nurs ; 34(4): 292-300, 2018 Aug.
Article in English | MEDLINE | ID: mdl-28835171

ABSTRACT

Schools often offer injury prevention (IP) programs, but little is known about the types of programs provided or how school nurses decide which to choose. Nurses in the Missouri School Health Services Staffing Survey Database were sent a survey in spring, 2011, to describe school-based IP efforts being offered. A multivariate linear regression was conducted to delineate factors associated with offering IP programs. In total, 522 school nurses participated (33% response rate). The highest priority for selecting an IP program was perceived program effectiveness (92.3% agreement, n = 482). Determinants of offering IP programs included being asked to identify a speaker, being a high school, receiving funding in the last year, prioritizing evidence-based programs, perceiving that administrators support professional development, and knowing how to address patterns of injuries. School nurses should be competent in planning, implementing, and evaluating IP programs, and additional training may be required to accomplish this.


Subject(s)
Athletic Injuries/prevention & control , Nurse's Role , Primary Prevention/organization & administration , School Health Services/organization & administration , School Nursing/methods , Athletic Injuries/nursing , Child , Female , Humans , Male , Missouri , Safety , Schools/statistics & numerical data
2.
BMC Public Health ; 16: 103, 2016 Feb 01.
Article in English | MEDLINE | ID: mdl-26830343

ABSTRACT

BACKGROUND: School participation in collecting and reporting syndromic surveillance (SS) data to public health officials and school nurses' attitudes regarding SS have not been assessed. METHODS: An online survey was sent to Missouri Association of School Nurses members during the 2013/2014 school year to assess whether K-12 schools were collecting and reporting SS data. Z-scores were used to assess collection versus reporting of SS indicators. Logistic regressions were used to describe factors predicting nurses' collection and reporting of SS indicators: all-cause absenteeism, influenza-like illness and gastrointestinal illness. Univariate predictors were assessed with Chi-Squares. RESULTS: In total, 133 school nurses participated (33.6 % response rate). Almost all (90.2 %, n = 120) collect at least one SS indicator; half (49.6 %, n = 66) report at least one. Schools are collecting more SS data than they are reporting to the health department (p < .05 for all comparisons). Determinants of school nurses' collection of SS data included perceived administrative support, and knowledge of collecting and analyzing SS data. The strongest predictive factors for reporting SS data were the perception that the health department was interested in SS data and being approached by the health department to collect SS data. CONCLUSION: Schools are collecting SS indicators at a relatively high rate, yet less than half of the data is reported to public health officials. Findings from this study indicate that public health officials can increase access to school-based SS data by approaching schools about collecting and reporting this important data.


Subject(s)
Absenteeism , Data Collection/methods , Nurses , Public Health Surveillance/methods , Schools/statistics & numerical data , Adolescent , Adult , Child , Cross-Sectional Studies , Female , Gastrointestinal Diseases/epidemiology , Humans , Influenza, Human/epidemiology , Logistic Models , Male , Middle Aged , Missouri/epidemiology
3.
J Community Health ; 41(4): 697-706, 2016 08.
Article in English | MEDLINE | ID: mdl-26721630

ABSTRACT

Seasonal influenza has serious impacts on morbidity and mortality and has a significant economic toll through lost workforce time and strains on the health system. Health workers, particularly emergency medical services (EMS) workers have the potential to transmit influenza to those in their care, yet little is known of the factors that influence EMS workers' decisions regarding seasonal influenza vaccination (SIV) uptake, a key factor in reducing potential for transmitting disease. This study utilizes a modified Theory of Planned Behavior (TPB) model as a guiding framework to explore the factors that influence SIV uptake in EMS workers. Concept mapping, which consists of six-stages (preparation, generation, structuring, representation, interpretation, and utilization) that use quantitative and qualitative approaches, was used to identify participants' perspectives towards SIV. This study identified nine EMS-conceptualized factors that influence EMS workers' vaccination intent and behavior. The EMS-conceptualized factors align with the modified TPB model and suggest the need to consider community-wide approaches that were not initially conceptualized in the model. Additionally, the expansion of non-pharmaceutical measures went above and beyond original conceptualization. Overall, this study demonstrates the need to develop customized interventions such as messages highlighting the importance of EMS workers receiving SIV as the optimum solution. EMS workers who do not intend to receive the SIV should be provided with accurate information on the SIV to dispel misconceptions. Finally, EMS workers should also receive interventions which promote voluntary vaccination, encouraging them to be proactive in the health decisions they make for themselves.


Subject(s)
Attitude of Health Personnel , Emergency Medical Services , Health Personnel , Influenza, Human , Vaccination , Adolescent , Adult , Female , Health Behavior , Health Personnel/psychology , Health Personnel/statistics & numerical data , Humans , Influenza, Human/prevention & control , Influenza, Human/psychology , Male , Middle Aged , Missouri/epidemiology , Models, Psychological , Vaccination/psychology , Vaccination/statistics & numerical data , Young Adult
4.
Prev Chronic Dis ; 11: 130184, 2014 Jan 23.
Article in English | MEDLINE | ID: mdl-24456645

ABSTRACT

INTRODUCTION: Public health programs can deliver benefits only if they are able to sustain programs, policies, and activities over time. Although numerous sustainability frameworks and models have been developed, there are almost no assessment tools that have demonstrated reliability or validity or have been widely disseminated. We present the Program Sustainability Assessment Tool (PSAT), a new and reliable instrument for assessing the capacity for program sustainability of various public health and other programs. METHODS: A measurement development study was conducted to assess the reliability of the PSAT. Program managers and staff (n = 592) representing 252 public health programs used the PSAT to rate the sustainability of their program. State and community-level programs participated, representing 4 types of chronic disease programs: tobacco control, diabetes, obesity prevention, and oral health. RESULTS: The final version of the PSAT contains 40 items, spread across 8 sustainability domains, with 5 items per domain. Confirmatory factor analysis shows good fit of the data with the 8 sustainability domains. The subscales have excellent internal consistency; the average Cronbach's α is 0.88, ranging from 0.79 to 0.92. Preliminary validation analyses suggest that PSAT scores are related to important program and organizational characteristics. CONCLUSION: The PSAT is a new and reliable assessment instrument that can be used to measure a public health program's capacity for sustainability. The tool is designed to be used by researchers, evaluators, program managers, and staff for large and small public health programs.


Subject(s)
Health Promotion/methods , Program Evaluation/methods , Public Health/standards , Community Health Services/organization & administration , Factor Analysis, Statistical , Humans , Reproducibility of Results
5.
J Cancer Educ ; 24(3): 186-93, 2009.
Article in English | MEDLINE | ID: mdl-19526405

ABSTRACT

BACKGROUND: Competency-based education allows public health departments to better develop a workforce aimed at conducting evidence-based control cancer. METHODS: A 2-phased competency development process was conducted that systematically obtained input from practitioners in health departments and trainers in academe and community agencies (n = 60). RESULTS: Among the 26 competencies developed, 10 were rated at the beginner level, 12 were intermediate, and 4 were advanced. Community-level input competencies were seen as beginner level, whereas policy-related competencies were rated as advanced. CONCLUSION: Although adaptation to various audiences is needed, these competencies provide a foundation on which to build practitioner-focused training programs.


Subject(s)
Competency-Based Education/organization & administration , Evidence-Based Medicine/education , Health Personnel/education , Neoplasms/prevention & control , Professional Competence/standards , Humans , Public Health/education
6.
Am J Health Promot ; 23(1): 51-5, 2008.
Article in English | MEDLINE | ID: mdl-18785375

ABSTRACT

PURPOSE: To examine the association of worksite policies and environments to physical activity. METHODS: Between 2001 and 2003, 977 adults from Missouri, Tennessee, and Arkansas participated in two random-digit-dialed telephone surveys regarding physical activity behaviors and worksite policies supporting physical activity. Logistic regression was used to investigate relationships between meeting national physical activity recommendations and supportive policies or environmental conditions (e.g., facilities, equipment, financial rewards) at worksites. RESULTS: Having multiple policies at worksites was associated with meeting physical activity recommendations, specifically the provision of accessible stairways and personal services (e.g., fitness testing, counseling). Meeting recommendations through walking was associated with having exercise facilities (e.g., gym, shower) and equipment (e.g., treadmill, weights). DISCUSSION: This study highlights the importance of supplementing health promotion information in workplaces with policies and environmental interventions. Particular consideration should be given to accessible stairways for onsite exercise and provision of exercise facilities and equipment. Future interventions should combine policy change with program delivery.


Subject(s)
Environment , Exercise , Occupational Health , Organizational Policy , Workplace , Adult , Facility Design and Construction , Female , Health Promotion/methods , Humans , Male , United States
7.
Am J Public Health ; 97(10): 1900-7, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17761575

ABSTRACT

OBJECTIVES: We explored the effect of disseminating evidence-based guidelines that promote physical activity on US health department organizational practices in the United States. METHODS: We implemented a quasi-experimental design to examine changes in the dissemination of suggested guidelines to promote physical activity (The Guide to Community Preventive Services) in 8 study states; the remaining states and the Virgin Islands served as the comparison group. Guidelines were disseminated through workshops, ongoing technical assistance, and the distribution of an instructional CD-ROM. The main evaluation tool was a pre- and postdissemination survey administered to state and local health department staffs (baseline n=154; follow-up n=124). RESULTS: After guidelines were disseminated through workshops, knowledge of and skill in 11 intervention-related characteristics increased from baseline to follow-up. Awareness-related characteristics tended to increase more among local respondents than among state participants. Intervention adoption and implementation showed a pattern of increase among state practitioners but findings were mixed among local respondents. CONCLUSIONS: Our exploratory study provides several dissemination approaches that should be considered by practitioners as they seek to promote physical activity in the populations they serve.


Subject(s)
Education/organization & administration , Exercise , Health Promotion/methods , State Health Planning and Development Agencies/organization & administration , CD-ROM , Community Networks/organization & administration , Humans , Interviews as Topic , Surveys and Questionnaires , United States
8.
J Sch Health ; 86(11): 794-802, 2016 11.
Article in English | MEDLINE | ID: mdl-27714869

ABSTRACT

BACKGROUND: A 2011 nationwide school pandemic preparedness study found schools to be deficient. We examined the impact of a school nurse educational intervention aimed at improving K-12 school biological event preparedness. METHODS: Missouri Association of School Nurses (MASN) members were e-mailed a survey link in fall 2013 (ie, preintervention), links to online education modules (ie, intervention) in late fall, and a postintervention survey link in spring, 2014. School biological event readiness was measured using 35 indicators, for a possible score range of 0-35. A paired t-test compared pre- to postintervention preparedness scores. RESULTS: A total of 133 school nurses (33.6% response rate) completed a survey; 35.3% of those (N = 47) completed both pre- and postintervention survey that could be matched. Pre- and postintervention preparedness scores ranged from 5 to 28.5 (x‾ = 13.3) and 6.5 to 25 (x‾ = 14.8), respectively. Postintervention scores were significantly higher than preintervention scores for those who watched at least 1 module (t = -2.3, p < .05). CONCLUSION: The education intervention was effective at improving school preparedness, though the impact was small. The education intervention needs to be reassessed, especially in regard to providing a longer intervention period.


Subject(s)
Disaster Planning/methods , School Nursing/education , Adult , Biohazard Release , Education, Distance , Female , Humans , Internet , Male , Middle Aged , Missouri
9.
Am J Infect Control ; 44(9): 1010-5, 2016 09 01.
Article in English | MEDLINE | ID: mdl-27238943

ABSTRACT

BACKGROUND: Little is known about childcare agency staff vaccination requirements, parents' perceptions of these requirements, or vaccine uptake in these populations. METHODS: A questionnaire was administered to St Louis parents and childcare agency staff in fall of 2014. The χ(2) tests compared staff's versus parents' uptake of hepatitis A, pertussis, and seasonal influenza vaccines. Multivariate logistic regression was used to examine individuals being fully immunized (ie, having received influenza, hepatitis A, and pertussis vaccines). RESULTS: Overall, 351 parents and staff from 23 agencies participated (response rate, 32%). One-third of staff (34.4%, n = 33) and parents (37.6%, n = 96) were fully immunized. Parents and staff were equally likely to have received the influenza vaccine (48.8% and 47.3%, respectively), but more staff received the hepatitis A vaccine (85.3% vs 67.5%, χ(2)=11.0, P < .001), and more parents received the pertussis vaccine (66.5% vs 45.8%, χ(2)=12.5, P < .001). Determinants of being fully immunized included having previously received the influenza vaccine, being offered the vaccines, belief that vaccination is important, having immunization recommendation awareness, and not having vaccine misperceptions. CONCLUSIONS: Childcare agency staff vaccination can protect employees and children from disease, but their uptake of vaccines needs improvement. Future interventions should be aimed at increasing uptake to lower disease transmission in childcare settings.


Subject(s)
Child Day Care Centers , Organizational Policy , Parents , Vaccination/statistics & numerical data , Adult , Aged , Child, Preschool , Female , Humans , Infant , Male , Middle Aged , Surveys and Questionnaires , Young Adult
10.
Am J Prev Med ; 28(2 Suppl 2): 105-16, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15694518

ABSTRACT

BACKGROUND: Enhancing community environments to support walking and bicycling serves as a promising approach to increase population levels of physical activity. However, few studies have simultaneously assessed perceptions and objectively measured environmental factors and their relative association with transportation or recreational physical activity. METHODS: For this cross-sectional study, high- and low-income study areas were selected among census tracts in St. Louis MO ("low-walkable" city) and Savannah GA ("high-walkable" city). Between February and June 2002, a telephone survey of 1068 adults provided measures of the perceived environment and physical activity behavior. In this timeframe, objective measures were collected through environmental audits of all street segments (n =1158). These measures were summarized using 400-m buffers surrounding each respondent. Neighborhood characteristics included the land use environment, transportation environment, recreational facilities, aesthetics, and social environment. Associations were examined between neighborhood features and transportation- and recreation-based activity. RESULTS: After adjusting for age, gender, and education, transportation activity was negatively associated with objective measures of sidewalk levelness and perceived and objective neighborhood aesthetics. It was positively associated with perceived and objectively measured number of destinations and public transit, perceived access to bike lanes, and objective counts of active people in the neighborhood. Recreational activity was positively associated with perceived access to recreational facilities and objective measures of attractive features. CONCLUSIONS: These findings indicate that physical activities for transportation or recreational are associated with different perceived and objective environmental characteristics. Modifications to these features may change the physical activity behavior of residents exposed to them.


Subject(s)
Bicycling/psychology , Exercise/psychology , Urban Health , Walking/psychology , Adolescent , Adult , Aged , Aged, 80 and over , Cross-Sectional Studies , Environmental Health , Female , Georgia , Humans , Male , Middle Aged , Missouri , Perception , Recreation/psychology , Residence Characteristics , Transportation , Urban Population
11.
Med Sci Sports Exerc ; 37(8): 1409-13, 2005 Aug.
Article in English | MEDLINE | ID: mdl-16118590

ABSTRACT

INTRODUCTION: The purpose of this study was to validate a parent proxy record of children's physical activity with CSA Model 7164 accelerometers. METHODS: A parent proxy record was developed to record children's activity after school on weekdays and all day long on weekends for 7 d. Parents recorded both duration and intensity of activity (light, medium, hard and very hard). Children simultaneously wore a CSA-7164 accelerometer around their right hip, which served as the objective measurement against which the proxy record was validated. Sixty-five parent/child dyads participated in the study. RESULTS: The overall activity level of the children was low (<3 METs). Spearman-rho analyses indicated that the accelerometer and proxy record showed poor to fair agreement for the entire monitoring period, with parents consistently overreporting their child's activity levels. Correlation between the two instruments was highest at midday on weekends (0.383) and immediately after school on weekdays (0.267). CONCLUSION: Due to the low correlation between this proxy record and the accelerometer, the need still exists for a valid measurement of child physical activity that is both inexpensive and easy to employ in larger community-based interventions.


Subject(s)
Documentation , Motor Activity , Parents , Child , Child, Preschool , Female , Humans , Male , Missouri , Proxy
12.
Am J Infect Control ; 43(10): 1028-34, 2015 Oct 01.
Article in English | MEDLINE | ID: mdl-26432012

ABSTRACT

BACKGROUND: School preparedness for bioevents, such as emerging infectious diseases, bioterrorism, and pandemics, is imperative, but historically has been low. METHODS: The Missouri Association of School Nurses members were sent an online survey during the 2013-2014 school year to assess current bioevent readiness. There were 15 and 35 indicators of school disaster and bioevent preparedness, respectively. Multivariate linear regressions were conducted to delineate factors associated with higher school disaster and bioevent preparedness scores. RESULTS: In total, 133 school nurses participated, with a 33.6% response rate. On average, schools had fewer than half of the disaster or bioevent indicators. Disaster and bioevent preparedness scores ranged from 1-12.5 (mean, 6.0) and 5-25 (mean, 13.8), respectively. The least frequently reported plan components included bioterrorism-specific psychological needs addressed (1.5%, n = 2), having a foodservice biosecurity plan (8.3%, n = 11), and having a liberal sick leave policy for bioevents (22.6%, n = 30). Determinants of better bioevent preparedness include perception that the school is well prepared for a pandemic (P = .001) or natural disaster (P < .05), nurse being on the disaster planning committee (P = .001), and school being a closed point of dispensing (P < .05). CONCLUSION: Schools are underprepared for biological events and are not on track to meet state and national biological preparedness goals.


Subject(s)
Civil Defense , Health Services Research , Nurses , Schools , Adult , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Missouri/epidemiology
13.
J Hosp Med ; 9(10): 621-6, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24898687

ABSTRACT

BACKGROUND: Severe hypoglycemia (SH), defined as a blood glucose (BG) <40 mg/dL, is associated with an increased risk of adverse clinical outcomes in inpatients. OBJECTIVE: To determine whether a predictive informatics hypoglycemia risk-alert supported by trained nurse responders would reduce the incidence of SH in our hospital. DESIGN: A 5-month prospective cohort intervention study. SETTING: Acute care medical floors in a tertiary care academic hospital in St. Louis, Missouri. PATIENTS: From 655 inpatients on designated medical floors with a BG of <90 mg/dL, 390 were identified as high risk for hypoglycemia by the alert system. MEASUREMENTS: The primary outcome was the incidence of SH occurring in high-risk intervention versus high-risk control patients. Secondary outcomes included: number of episodes of SH in all study patients, incidence of BG < 60 mg/dL and severe hyperglycemia with a BG >299 mg/dL, length of stay, transfer to a higher level of care, the frequency that high-risk patient's orders were changed in response to the alert-intervention process, and mortality. RESULTS: The alert process, when augmented by nurse-physician collaboration, resulted in a significant decrease by 68% in the rate of SH in alerted high-risk patients versus nonalerted high-risk patients (3.1% vs 9.7%, P = 0.012). Rates of hyperglycemia were similar on intervention and control floors at 28% each. There was no difference in mortality, length of stay, or patients requiring transfer to a higher level of care. CONCLUSION: A real-time predictive informatics-generated alert, when supported by trained nurse responders, significantly reduced inpatient SH.


Subject(s)
Hypoglycemia/prevention & control , Nursing Staff, Hospital/organization & administration , Aged , Algorithms , Blood Glucose/analysis , Body Weight , Creatinine/blood , Female , Humans , Incidence , Inservice Training/organization & administration , Insulin/metabolism , Male , Middle Aged , Missouri , Personnel, Hospital , Prospective Studies , Risk Assessment , Sensitivity and Specificity
14.
Biosecur Bioterror ; 11(1): 41-8, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23472749

ABSTRACT

The 2009 H1N1 pandemic disproportionately affected school-aged children, but only school-based outbreak case studies have been conducted. The purposes of this study were to evaluate US academic institutions' experiences during the 2009 H1N1 pandemic in terms of infection prevention interventions implemented and to examine factors associated with school closure during the pandemic. An online survey was sent to school nurses in May through July 2011. Hierarchical logistic regressions were used to determine predictive models for having a mandatory H1N1 vaccination policy for school nurses and school closure. In all, 1,997 nurses from 26 states participated. Very few nurses (3.3%, n=65) reported having a mandatory H1N1 influenza vaccination policy; nurses were more likely than all other school employees (p<.001) to be mandated to receive vaccine. Determinants of having a mandatory H1N1 vaccination policy were being employed by a hospital or public health agency, and the school being located in a western or northeastern state. Factors related to school closure included being in a western or northeastern state, having higher H1N1-related morbidity/mortality, being a school nurse employed by a public health agency or hospital, and being a private school. The most commonly implemented interventions included encouraging staff and students to exercise hand hygiene and increasing classroom cleaning; least commonly implemented interventions included discouraging face-to-face meetings, training staff on H1N1 influenza and/or respiratory hygiene, and discouraging handshaking. Schools should develop and continue to improve their pandemic plans, including collaborating with community response agencies.


Subject(s)
Influenza A Virus, H1N1 Subtype , Influenza, Human/epidemiology , Influenza, Human/prevention & control , Pandemics/prevention & control , Schools/statistics & numerical data , Vaccination/statistics & numerical data , Data Collection , Female , Hand Hygiene , Household Work , Humans , Influenza, Human/mortality , Male , Middle Aged , School Nursing , Surveys and Questionnaires , United States/epidemiology
15.
Implement Sci ; 8: 15, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-23375082

ABSTRACT

BACKGROUND: Public health programs can only deliver benefits if they are able to sustain activities over time. There is a broad literature on program sustainability in public health, but it is fragmented and there is a lack of consensus on core constructs. The purpose of this paper is to present a new conceptual framework for program sustainability in public health. METHODS: This developmental study uses a comprehensive literature review, input from an expert panel, and the results of concept-mapping to identify the core domains of a conceptual framework for public health program capacity for sustainability. The concept-mapping process included three types of participants (scientists, funders, and practitioners) from several public health areas (e.g., tobacco control, heart disease and stroke, physical activity and nutrition, and injury prevention). RESULTS: The literature review identified 85 relevant studies focusing on program sustainability in public health. Most of the papers described empirical studies of prevention-oriented programs aimed at the community level. The concept-mapping process identified nine core domains that affect a program's capacity for sustainability: Political Support, Funding Stability, Partnerships, Organizational Capacity, Program Evaluation, Program Adaptation, Communications, Public Health Impacts, and Strategic Planning. Concept-mapping participants further identified 93 items across these domains that have strong face validity-89% of the individual items composing the framework had specific support in the sustainability literature. CONCLUSIONS: The sustainability framework presented here suggests that a number of selected factors may be related to a program's ability to sustain its activities and benefits over time. These factors have been discussed in the literature, but this framework synthesizes and combines the factors and suggests how they may be interrelated with one another. The framework presents domains for public health decision makers to consider when developing and implementing prevention and intervention programs. The sustainability framework will be useful for public health decision makers, program managers, program evaluators, and dissemination and implementation researchers.


Subject(s)
Chronic Disease/therapy , Delivery of Health Care/standards , Program Evaluation , Public Health/standards , Diffusion of Innovation , Humans
16.
Am J Infect Control ; 40(7): 584-9, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22938852

ABSTRACT

BACKGROUND: School pandemic preparedness is essential, but has not been evaluated. METHODS: An online survey was sent to school nurses (from state school nurse associations and/or state departments of education) between May and July 2011. Overall school pandemic preparedness scores were calculated by assigning 1 point for each item in the school's pandemic plan; the maximum score was 11. Linear regression was used to describe factors associated with higher school pandemic preparedness scores. Nurse influenza vaccine uptake was assessed as well. RESULTS: A total of 1,997 nurses from 26 states completed the survey. Almost three-quarters (73.7%; n = 1,472) reported receiving the seasonal influenza vaccine during the 2010-11 season. Very few (2.2%; n = 43) reported that their school/district had a mandatory influenza vaccination policy. Pandemic preparedness scores ranged from 0 to 10 points, with an average score of 4.3. Determinants of school pandemic preparedness were as follows: planning to be a point of dispensing during a future pandemic (P < .001), having experienced multiple student or employee hospitalizations and/or deaths related to H1N1 during the pandemic (P = .01 or <.05, respectively), having a lead nurse complete the survey (P < .001), and having the school nurse study participant be a member of the school disaster planning committee (P < .001). CONCLUSIONS: US schools must continue to address gaps in pandemic planning.


Subject(s)
Civil Defense/statistics & numerical data , Influenza Vaccines/administration & dosage , Influenza, Human/prevention & control , Nurses , Pandemics/prevention & control , Schools , Vaccination/statistics & numerical data , Adult , Civil Defense/methods , Female , Humans , Middle Aged , School Nursing , Surveys and Questionnaires , United States
17.
J Diabetes Sci Technol ; 6(2): 302-9, 2012 Mar 01.
Article in English | MEDLINE | ID: mdl-22538139

ABSTRACT

BACKGROUND: Prolonged severe hypoglycemia (SH) in hospitalized patients is associated with increased morbidity and mortality. This study was undertaken to identify risk factors for SH, to apply that knowledge to the development of a prediction algorithm, and to institute a prevention program at a tertiary medical center. METHODS: We analyzed SH events for 172 patients and developed computer algorithms to predict SH that were tested on a population of 3028 inpatients who were found to have blood glucose (BG) <90 mg/dl during their hospital stay. Variables with significant bivariate associations were entered into partition analyses to identify interactions. Logistic regression was performed by calculating parameters related to the odds of hypoglycemia below each cut point. Sensitivity and specificity were determined at various cut points. The cut points resulting in 50% sensitivity for each hypoglycemia level were determined. These algorithms were tested against the initial 172 adjudicated patients. RESULTS: Variables related to the BG <40 mg/dl cut off point were basal and adjustment scale insulin doses, weight, and creatinine clearance, while variables related to the 60 mg/dl and 70 mg/dl cut points were basal, prandial, and adjustment scale insulin doses, weight, creatinine clearance, and sulfonylurea use. The 50% sensitivity cut point developed using the <70 mg/dl algorithm correctly identified 71% of the adjudicated cases, while the <60 mg/dl and <40 mg/dl algorithms identified 70% and 55% respectively. CONCLUSIONS: A validated prediction algorithm for SH can aid in the identification of patients at risk for SH and may be useful in the development of prevention strategies.


Subject(s)
Algorithms , Blood Glucose/drug effects , Decision Support Techniques , Hyperglycemia/drug therapy , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Inpatients , Humans , Hyperglycemia/blood , Hypoglycemia/blood , Hypoglycemia/diagnosis , Hypoglycemia/prevention & control , Logistic Models , Missouri , Odds Ratio , Predictive Value of Tests , Risk Assessment , Risk Factors , Sensitivity and Specificity , Time Factors
18.
J Natl Cancer Inst ; 103(4): 306-16, 2011 Feb 16.
Article in English | MEDLINE | ID: mdl-21212381

ABSTRACT

BACKGROUND: Opportunities exist to disseminate evidence-based cancer control strategies to state-level policy makers in both the legislative and executive branches. We explored factors that influence the likelihood that state-level policy makers will find a policy brief understandable, credible, and useful. METHODS: A systematic approach was used to develop four types of policy briefs on the topic of mammography screening to reduce breast cancer mortality: data-focused brief with state-level data, data-focused brief with local-level data, story-focused brief with state-level data, and story-focused brief with local-level data. Participants were recruited from three groups of state-level policy makers-legislative staff, legislators, and executive branch administrators- in six states that were randomly chosen after stratifying all 50 states by population size and dominant political party in state legislature. Participants from each of the three policy groups were randomly assigned to receive one of the four types of policy briefs and completed a questionnaire that included a series of Likert scale items. Primary outcomes-whether the brief was understandable, credible, likely to be used, and likely to be shared-were measured by a 5-point Likert scale according to the degree of agreement (1 = strongly disagree, 5 = strongly agree). Data were analyzed with analysis of variance and with classification trees. All statistical tests were two-sided. RESULTS: Data on response to the policy briefs (n = 291) were collected from February through December 2009 (overall response rate = 35%). All three policy groups found the briefs to be understandable and credible, with mean ratings that ranged from 4.3 to 4.5. The likelihood of using the brief (the dependent variable) differed statistically significantly by study condition for staffers (P = .041) and for legislators (P = .018). Staffers found the story-focused brief containing state-level data most useful, whereas legislators found the data-focused brief containing state-level data most useful. Exploratory classification trees showed distinctive patterns for brief usefulness across the three policy groups. CONCLUSION: Our results suggest that taking a "one-size-fits-all" approach when delivering information to policy makers may be less effective than communicating information based on the type of policy maker.


Subject(s)
Administrative Personnel , Evidence-Based Medicine , Health Policy , Information Dissemination/methods , Neoplasms/prevention & control , Primary Prevention/methods , Administrative Personnel/organization & administration , Adult , Aged , Aged, 80 and over , Breast Neoplasms/prevention & control , Delivery of Health Care/legislation & jurisprudence , Delivery of Health Care/trends , Educational Status , Female , Health Policy/legislation & jurisprudence , Health Policy/trends , Health Status , Humans , Legislation as Topic/trends , Male , Mammography , Mass Screening , Middle Aged , Policy Making , Politics , Surveys and Questionnaires , United States
19.
J Fam Pract ; 57(6): 394-402, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18544323

ABSTRACT

PURPOSE: Exercise counseling by primary care physicians has been shown to improve physical activity in patients. However, the prevalence and effectiveness of physician counseling is unknown in rural populations that are at increased risk for chronic diseases. METHODS: Using a population-based telephone survey at baseline and again at 1-year follow-up, we assessed physical activity behavior among 1141 adults (75% female, 95% white) living within 12 rural communities of Missouri, Tennessee, and Arkansas. We tested the association between physician counseling and patients meeting current physical activity recommendations using logistic regression analysis controlling for demographic variables. RESULTS: Participants who saw a doctor for regular care were 54% more likely to be physically active (adjusted odds ratio [aOR]=1.54; 95% confidence interval [CI], 1.04-2.28). Overweight adults (body mass index [BMI]=25-29.9 kg/m2) who had been advised by their physician to exercise more were nearly 5 times more likely to meet physical activity recommendations if their doctor helped develop an exercise plan (aOR=4.99; 95% CI, 1.69-14.73). Overweight individuals who received additional follow-up with the exercise plan from their doctor had a 51/2-fold increase in likelihood of meeting physical activity recommendations (P<.05). In the overall sample, patients were significantly more likely to initiate (P=.01) and maintain (P=.002) physical activity when the physician prescribed and followed up on an exercise plan. CONCLUSION: This longitudinal study provides evidence that exercise counseling is most effective when the physician presents the counseling as a plan or prescription and when he or she follows up with the patient on it.


Subject(s)
Counseling , Exercise Therapy , Health Behavior , Obesity/prevention & control , Rural Population , Adolescent , Adult , Aged , Arkansas , Body Mass Index , Exercise , Female , Follow-Up Studies , Humans , Male , Middle Aged , Missouri , Physician-Patient Relations , Professional Practice , Texas
20.
Prev Med ; 47(1): 77-82, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18486203

ABSTRACT

OBJECTIVE: The High 5 for Preschool Kids (H5-KIDS) program tested the effectiveness of a home based intervention to teach parents how to ensure a positive fruit-vegetable (FV) environment for their preschool child, and to examine whether changes in parent behavior were associated with improvements in child intake. METHODS: A group randomized nested cohort design was conducted (2001 to 2006) in rural, southeast Missouri with 1306 parents and their children participating in Parents As Teachers, a national parent education program. RESULTS: When compared to control parents, H5-KIDS parents reported an increase in FV servings (MN=0.20, p=0.05), knowledge and availability of FV within the home (p=0.01), and decreased their use of noncoercive feeding practices (p=0.02). Among preschoolers, FV servings increased in normal weight (MN=0.35, p=0.02) but not overweight children (MN=-0.10, p=0.48), relative to controls. The parent's change in FV servings was a significant predictor of child's change in FV in the H5-KIDS group (p=0.001). CONCLUSION: H5-KIDS suggests the need for, and promise of, early home intervention for childhood obesity prevention. It demonstrates the importance of participatory approaches in developing externally valid interventions, with the potential for dissemination across national parent education programs as a means for improving the intake of parents and young children.


Subject(s)
Feeding Behavior , Fruit , Health Promotion , House Calls , Parents/education , Vegetables , Adult , Body Weight , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , Obesity/prevention & control , Overweight/diet therapy
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