The complex relationship of realspace events and messages in cyberspace: case study of influenza and pertussis using tweets.

BACKGROUND: Surveillance plays a vital role in disease detection, but traditional methods of collecting patient data, reporting to health officials, and compiling reports are costly and time consuming. In recent years, syndromic surveillance tools have expanded and researchers are able to exploit the vast amount of data available in real time on the Internet at minimal cost. Many data sources for infoveillance exist, but this study focuses on status updates (tweets) from the Twitter microblogging website. OBJECTIVE: The aim of this study was to explore the interaction between cyberspace message activity, measured by keyword-specific tweets, and real world occurrences of influenza and pertussis. Tweets were aggregated by week and compared to weekly influenza-like illness (ILI) and weekly pertussis incidence. The potential effect of tweet type was analyzed by categorizing tweets into 4 categories: nonretweets, retweets, tweets with a URL Web address, and tweets without a URL Web address. METHODS: Tweets were collected within a 17-mile radius of 11 US cities chosen on the basis of population size and the availability of disease data. Influenza analysis involved all 11 cities. Pertussis analysis was based on the 2 cities nearest to the Washington State pertussis outbreak (Seattle, WA and Portland, OR). Tweet collection resulted in 161,821 flu, 6174 influenza, 160 pertussis, and 1167 whooping cough tweets. The correlation coefficients between tweets or subgroups of tweets and disease occurrence were calculated and trends were presented graphically. RESULTS: Correlations between weekly aggregated tweets and disease occurrence varied greatly, but were relatively strong in some areas. In general, correlation coefficients were stronger in the flu analysis compared to the pertussis analysis. Within each analysis, flu tweets were more strongly correlated with ILI rates than influenza tweets, and whooping cough tweets correlated more strongly with pertussis incidence than pertussis tweets. Nonretweets correlated more with disease occurrence than retweets, and tweets without a URL Web address correlated better with actual incidence than those with a URL Web address primarily for the flu tweets. CONCLUSIONS: This study demonstrates that not only does keyword choice play an important role in how well tweets correlate with disease occurrence, but that the subgroup of tweets used for analysis is also important. This exploratory work shows potential in the use of tweets for infoveillance, but continued efforts are needed to further refine research methods in this field.

Influenza vaccination and its association with clinic use of evidence-based practices and individual patient characteristics, San Diego County, 2009.

CONTEXT: In 2008, about 40% of the US population eligible for influenza vaccine was vaccinated, which was below Healthy People 2020 goals. Little emphasis has been put on late-season vaccination efforts by medical providers. OBJECTIVE: Evaluate use of evidence-based practices (EBP) and their association with influenza vaccination for children younger than 5 years and adults aged 50 years and older. DESIGN: Patient surveys and medical clinic information were collected between January and April 2009. Influenza coverage rates and logistic regressions are used to measure associations. SETTING: Nineteen medical clinics serving children, adults, or both in San Diego County participated. PARTICIPANTS: Parents of children aged 6 months to 5 years and adults aged 50 years and over seen by a primary care provider during January through March 2009. MAIN OUTCOME: Influence of clinic EBP use on child and adult influenza vaccination status. MEASURES: Patient-reported influenza vaccination and clinic coverage rates and clinics' use of EBP and patient demographic characteristics. RESULTS: Coverage rates varied by clinic; 50% to 82% (children) and 48% to 85% (adults). Child clinics using the immunization registry, or those that were private practices or medical groups and adult clinics that used influenza vaccination clinics, provider prompts, or electronic medical records had higher coverage. Surveys from 831 children and 1038 adults documented influenza vaccination rates of 64% and 63% respectively. Receiving a reminder or having two or more visits during influenza season was positively associated with child and adult influenza vaccination. Child vaccination was associated with children younger than 2 years. Adult vaccination was associated adults aged 65 years or older, having a high-risk condition, or being female. CONCLUSIONS: Given the low use of EBP, clinics have opportunities to implement EBP appropriate for their settings and patient populations. Along with other strategies, public health departments and medical groups should encourage medical providers to implement EBP to improve influenza vaccination rates.

A Brief Provider Training Video Improves Comfort With Recommending the Human Papillomavirus Vaccine.

The American Academy of Pediatrics California Chapter 3 created a 20-minute training video targeting barriers to strong provider recommendation of the human papillomavirus (HPV) vaccine. The video included clinical vignettes featuring pediatricians modeling counseling techniques with vaccine-hesitant families. Ninety-six multidisciplinary providers (including pediatric residents) at 6 sites viewed the video and completed baseline and posttest questionnaires assessing their vaccine knowledge, attitudes toward vaccination, and comfort with skills needed to facilitate vaccination. Following the intervention, providers had substantial and statistically significant ( P < .05) improvements in multiple areas assessed, particularly knowledge of the burden of HPV-related disease in males and changes in vaccine response with age; likelihood of "strongly agreeing" that vaccination should not be delayed beyond preadolescence and that HPV vaccine is safe; and feeling "very comfortable" counseling vaccine-hesitant parents and facilitating vaccine completion. This cost-effective and easily disseminated training modality shows promise in increasing provider comfort with HPV vaccine counseling.

Voluntarily Reported Immunization Registry Data: Reliability and Feasibility to Predict Immunization Rates, San Diego, California, 2013.

OBJECTIVES: Accurate data on immunization coverage levels are essential to public health program planning. Reliability of coverage estimates derived from immunization information systems (IISs) in states where immunization reporting by medical providers is not mandated by the state may be compromised by low rates of participation. To overcome this problem, data on coverage rates are often acquired through random-digit-dial telephone surveys, which require substantial time and resources. This project tested both the reliability of voluntarily reported IIS data and the feasibility of using these data to estimate regional immunization rates. METHODS: We matched telephone survey records for 553 patients aged 19-35 months obtained in 2013 to 430 records in the San Diego County IIS. We assessed concordance between survey data and IIS data using κ to measure the degree of nonrandom agreement. We used multivariable logistic regression models to investigate differences among demographic variables between the 2 data sets. These models were used to construct weights that enabled us to predict immunization rates in areas where reporting is not mandated. RESULTS: We found moderate agreement between the telephone survey and the IIS for the diphtheria, tetanus, and acellular pertussis (κ = 0.49), pneumococcal conjugate (κ = 0.49), and Haemophilus influenzae type b (κ = 0.46) vaccines; fair agreement for the varicella (κ = 0.39), polio (κ = 0.39), and measles, mumps, and rubella (κ = 0.35) vaccines; and slight agreement for the hepatitis B vaccine (κ = 0.17). CONCLUSIONS: Consistency in factors predicting immunization coverage levels in a telephone survey and IIS data confirmed the feasibility of using voluntarily reported IIS data to assess immunization rates in children aged 19-35 months.

Human bocavirus: prevalence and clinical spectrum at a children's hospital.

BACKGROUND: Molecular methods of pathogen discovery have recently led to the description of several new respiratory viruses. Human bocavirus (HBoV), a proposed member of the family Parvoviridae, is one of the most recently described respiratory viruses. Initial reports indicate that HBoV is a common cause of respiratory tract infection in children. METHODS: A total of 1474 nasal scraping specimens collected over a 20-month period were screened by polymerase chain reaction for the presence of HBoV nucleic acid. Positive results were confirmed with a second polymerase chain reaction assay from a different genomic region. The medical records of patients with positive results were reviewed for demographic and clinical data. RESULTS: HBoV DNA was identified in 82 samples (5.6%). The peak rate of HBoV infection occurred during the period of March through May in both 2004 and 2005. Sixty-three percent of infected patients were <12 months of age. The most common symptoms were cough, rhinorrhea, and fever. Other symptoms of interest included diarrhea and a "paroxysmal" cough that was clinically suspected to be caused by Bordetella pertussis. CONCLUSIONS: HBoV DNA is commonly present in children with upper and lower respiratory tract infections. The presence of a pertussis-like cough and diarrhea in association with HBoV infection merits further investigation.

Adolescents' Self-Reported Recall of Anticipatory Guidance Provided During Well-Visits at Nine Medical Clinics in San Diego, California, 2009-2011.

PURPOSE: Anticipatory guidance (AG) is recommended for adolescent well care. AG recall is important in the event sequence that might lead to behavioral change, reduced health risk, and improved health. We assessed factors influencing adolescents' self-reported recall of specific AG topics. METHODS: Through convenience sampling of nine clinics in San Diego, California, 872 adolescents (429 aged 11-13 years; 443 aged 14-17 years) who had received well visits completed standardized surveys between 2009 and 2011. Adolescents were asked to report recall of either 17 or 23 age-appropriate AG topics that were analyzed in five categories (health maintenance; social/emotional, safety/violence; smoking/substance abuse, and puberty/sexual health); a summary score for all categories was developed. Summary scores' associations with demographic variables, visit characteristics (including having time without parents present [private time]), clinic procedures, and lead physician attitudes were assessed. RESULTS: AG recall was independently associated with adolescents having private time with clinicians, completing previsit questionnaires, reporting the well visit was helpful, and the well visit lasting at least 10 minutes. Higher summary recall scores were observed among adolescents who received care in clinics providing AG at both sick and well visits and having policies encouraging private time. Clinic electronic medical record use for AG prompts was associated with recall of fewer topics. CONCLUSIONS: To increase adolescents' AG recall and potentially foster behavior change, our results suggest medical providers should adopt procedures advocated by professional societies, including assuring adolescents receive private time during visits, increasing visit time during well visits, using patient-completed questionnaires, and providing AG during all visits.

Hepatitis A vaccine uptake in San Diego County: Hispanic children are better immunized.

BACKGROUND: Few studies have examined compliance with hepatitis A vaccination recommendations or factors likely to predict vaccination against hepatitis A virus. OBJECTIVES: To investigate hepatitis A coverage among 3- to 17.9-year-olds in San Diego County and examine predictors of child and adolescent hepatitis A immunization. DESIGN, SETTING, AND PARTICIPANTS: A total of 1455 participants completed a random-digit dial telephone survey that assessed hepatitis A immunization status of 3- to 17.9-year-old children from May 1 to June 24, 2003. Analysis was limited to the 983 respondents with available immunization records or verified immunization histories. MAIN OUTCOME MEASURES: Receipt of at least 1 hepatitis A vaccine administered on or after the child's second birthday and differences in the frequencies of vaccination based on vaccine availability, sex, ethnicity, type of health care provider, mother's highest level of education, and parental knowledge of the hepatitis A vaccine recommendation. RESULTS: Participant response rate was 77.1%. Among all respondents aged 3 to 17.9 years, 59% received at least 1 hepatitis A vaccine and 41% completed the 2-shot regimen. The adjusted odds that a child received at least 1 hepatitis A vaccine was 3.6 times greater among Hispanic children compared with non-Hispanic children. Other predictors of hepatitis A immunization included child's age, having a public health care provider, lower maternal education, and parental knowledge of the vaccine recommendation. CONCLUSIONS: Results challenge historical patterns of underimmunization among Hispanic children compared with white children. Public health education and community awareness should be sustained in Hispanic communities, but interventions are needed in non-Hispanic communities.

Factors Associated With Missed Opportunities for Influenza Vaccination: Review of Medical Records in a Diverse Sample of Primary Care Clinics, San Diego County, 2010-2011.

OBJECTIVE: Annual influenza vaccination rates remain well below health objectives. Most primary care clinic visits present opportunities for vaccination. The purpose of this study was to quantify missed opportunities (MOs) during the entire influenza season. Patients and clinic characteristics associated with vaccination and MOs are identified. METHODS: Influenza vaccinations recorded in random chart reviews of children 6 months to 5 years and of adults 50 years and older at 6 pediatric and 7 adult primary care clinics were assessed during the 2010-2011 influenza season. Patient-specific MOs accounted for variable timing and number of visits throughout the vaccination season. Data were assessed using descriptive, graphical, proportional hazards regression methods. RESULTS: Data for 1136 children and 1329 adults were analyzed. By the end of the season, influenza vaccination coverage recorded in medical records reached 56% and 26% for children and adults, respectively. MOs are common throughout the season and rise sharply after December. By the end of the season, 30.2% of children and 44.9% of adults had 2 or more MOs. Characteristics associated with MOs included age, insurance type, number of visits, and type of medical practice. CONCLUSIONS: Missed opportunities abound, especially after December. Strategies targeting patients most likely to have MOs and encouraging the use standing orders, reminders, and monitoring in order to reduce them need to be sustained.

Comparison of reminder methods in selected adolescents with records in an immunization registry.

PURPOSE: The aim of this study was to assess the effectiveness and cost efficiency of three reminder/recall methods for improving adolescent vaccination rates using the San Diego Immunization Registry. METHODS: Parents of 5,050 adolescents whose records indicated they lacked one or more adolescent vaccines were identified from the San Diego Immunization Registry and contacted by telephone. Based on their preference, consenting participants were enrolled to receive either postal mail (n = 282), e-mail (n = 963), or text (n = 552) reminders for vaccination. The intervention groups were sent a series of up to three reminders. The vaccination completion rate was compared between the intervention groups and two control groups-the enrollment phone call-only group who declined to participate and a no contact group-using logistic regression. RESULTS: The participants who received any reminder were more likely (24.6% vs. 12.4%; p < .001) to become up-to-date (UTD) than those in the enrollment phone call-only group. At the conclusion of the study observation, UTD status was reached by 32.1% of text message recipients, 23.0% of postcard recipients, and 20.8% of e-mail recipients compared to 12.4% for the enrollment phone call recipients. Only 9.7% of nonintervention adolescents became UTD. CONCLUSIONS: All three reminder interventions were effective in improving adolescent vaccination rates. Although postal mail reminders were preferred by most participants, text messaging and e-mail were the more effective reminder methods. Text messaging and e-mail as reminder methods for receiving vaccinations should be considered for use to boost vaccination completion among adolescents.

Successful treatment of Balamuthia amoebic encephalitis: presentation of 2 cases.

Case histories are presented of 2 individuals (a 5-year-old girl and 64-year-old man) who developed encephalitis caused by the free-living amoeba Balamuthia mandrillaris. Both individuals survived after diagnosis and initiation of effective antimicrobial therapy. Immunostaining for Balamuthia-specific antibody levels identified the causative agent of the infections. Antimicrobial therapy with flucytosine, pentamidine, fluconazole, sulfadiazine, and a macrolide antibiotic (azithromycin or clarithromycin) was initiated. Phenothiazines (thioridazine and trifluoperazine) were also used. Both patients recovered, and there was no evidence of recrudescence of the disease at 2 and 6 years after onset of symptoms. Awareness of Balamuthia as the causative agent of encephalitis and early initiation of antimicrobial therapy were critical to the recovery of both patients. Although optimal antimicrobial therapy for Balamuthia amoebic encephalitis has yet to be determined, the antimicrobials used in these 2 cases effectively controlled the disease. These 2 individuals are the only known survivors of this otherwise fatal type of amoebic encephalitis.

Acute disseminated encephalomyelitis associated with enteroviral infection.

A case of acute disseminated encephalomyelitis in 13-year-old boy associated with enterovirus is described. The patient had symptoms of severe headache and photophobia for 2 days. Diagnosis was made on the basis of diffuse high intensity white matter lesions in the left frontoparietal region seen on magnetic resonance imaging, and positive enterovirus polymerase chain reaction in cerebrospinal fluid. His symptoms improved substantially without specific therapy, and he recovered without neurologic sequelae.

Acute disseminated encephalomyelitis in childhood: epidemiologic, clinical and laboratory features.

BACKGROUND: Acute disseminated encephalomyelitis (ADEM) is a central nervous system demyelinating disease that usually follows an apparently benign infection in otherwise healthy young persons. The epidemiology, infectious antecedents and pathogenesis of ADEM are poorly characterized, and some ADEM patients are subsequently diagnosed with multiple sclerosis (MS). METHODS: We retrospectively (1991-1998) and prospectively (1998-2000) studied all persons aged < 20 years diagnosed with ADEM from the 3 principal pediatric hospitals in San Diego County, CA, during 1991-2000. Acute neurologic abnormalities and imaging evidence of demyelination were required for study inclusion. Epidemiologic variables, risk factors, clinical course, laboratory and radiographic findings, neuropathology and treatment data were analyzed. Interleukin (IL)-12, interferon-gamma (IFN-gamma) and IL-10 were assayed in blinded manner on cerebrospinal fluid (CSF) obtained prospectively from a subset of ADEM cases and compared with CSF from patients with enteroviral (EV) meningoencephalitis confirmed by polymerase chain reaction (PCR) and controls without pleocytosis. RESULTS: Data were analyzed on 42 children and adolescents diagnosed with ADEM during 1991-2000, and CSF IL-12, IFN-gamma and IL-10 levels were compared among ADEM (n = 14), EV meningoencephalitis (n = 14) and controls without pleocytosis (n = 28). Overall incidence of ADEM was 0.4/100,000/year; incidence quadrupled during 1998-2000 compared with earlier years. No gender, age stratum, ethnic group or geographic area was disproportionately affected. A total of 4 (9.5%) patients initially diagnosed with ADEM were subsequently diagnosed with MS after multiple episodes of demyelination. Although most children eventually recovered, 2 died, including 1 of the 3 ultimately diagnosed with MS. Magnetic resonance imaging was required for diagnosis among 74% of patients; computerized tomography findings were usually normal. Patients with EV had significantly higher mean CSF IFN-gamma (P = 0.005) and IL-10 (P = 0.05) than patients with ADEM and controls without CSF pleocytosis. CSF from ADEM patients had CSF cytokine values statistically similar to those of 3 patients subsequently diagnosed with MS. CONCLUSIONS: ADEM is a potentially severe demyelinating disorder likely to be increasingly diagnosed as more magnetic resonance imaging studies are performed on patients with acute encephalopathy. Further characterization of the central nervous system inflammatory response will be needed to understand ADEM pathogenesis, to improve diagnostic and treatment strategies and to distinguish ADEM from MS.

Missed opportunities to immunize: psychosocial and practice correlates.

BACKGROUND: The goal of this pilot study was to correlate missed opportunities to immunize young children with providers' psychosocial characteristics and self-reported immunization practices. METHODS: In a population of children aged 0 to 36 months, missed opportunities to immunize were established for a sample of 28 providers, who also responded to a valid and reliable instrument measuring the aforementioned variables. RESULTS: Missed opportunities were significantly lower among providers with higher vested interest (r=-0.45, p=0.02) and tended to be lower among providers with more positive attitudes toward having all children properly immunized at every healthcare visit (r=-0.33, p =0.09). Neither knowledge nor perceived barriers correlated significantly with missed opportunities. Providers missed opportunities to immunize in over half of the visits studied (mean, 0.58), yet all of them reported always immunizing at preventive and follow-up visits, almost all (96.3%) at chronic illness visits, and a majority (78.6%) at acute care visits. As a result, none of the self-reported immunization practices was significantly correlated with missed opportunities. CONCLUSIONS: Missed opportunities appear to be best predicted by motivational psychosocial factors and not by knowledge or perceived barriers. Self-reported immunization practices do not correspond to actual immunization behavior.

Enterovirus infections: diagnosis and treatment.

Enteroviruses cause infections that present in diverse ways and affect people of all ages. Infections peak during summer and fall epidemics and cause 10 to 15 million symptomatic infections annually in the United States. The 70 enteroviral serotypes cause illness that ranges from nonspecific fevers and rashes to life-threatening myocarditis or central nervous system disease. These common infections create a significant burden on our society and healthcare system. New developments in rapid diagnosis of enterovirus infections using polymerase chain reaction (PCR) positively affect patient management and have the potential to reduce the healthcare impact of enterovirus infection. The future holds promise for effective antiviral drugs that can treat enterovirus infections and decrease their significant morbidity and mortality.

Can the doctor still see me? What happens when patients arrive late?

Demands to optimize productivity and quality require a patient scheduling system that can balance patient demand and clinic resources. The consequences of unscheduled and late patient arrivals on operational efficiencies have been documented. Less understood is the impact of unscheduled and late arrivals on the quality of service each receives. This article examines the impact of unscheduled and late patient arrivals on operational, clinical and administrative outcomes that affect quality of care of children potentially eligible for immunizations. An unexpected finding was the generally better and faster levels of service for late arrivals.

Non-punctual patients: planning for variability in appointment arrival times.

Tighter competition and rationed resources place a premium on health clinic management of patient arrival times to maximize smooth workflow dynamics and consistency in patient processes. Early efforts to analyze patient arrival characteristics relied on assumptions that may have been too simplistic. For instance, it was assumed that a scheduled patient's arrival was likely to fit a bell-shaped curve in terms of being early, late, or on time and that any one patient's likelihood of being "on time" was purely a random event. However, our analysis of patient arrival times, obtained from detailed workflow observations in nine community clinics, indicates that the likelihood of a patient arriving early, late, or on time is neither entirely random nor does the pattern of arrivals fit a bell-shaped curve. Rather, patients tend to arrive in "clumps," possibly due to factors such as traffic patterns and parking availability. These findings are important with respect to 1) clinic practice management, 2) scheduling optimization strategies, and 3) computer simulation and analysis of clinic processes.

A public health initiative to increase annual influenza immunization among hospital health care personnel: the San Diego Hospital Influenza Immunization Partnership.

BACKGROUND: A public health department-supported intervention to increase influenza immunization among hospital-based health care practitioners (HCPs) in San Diego County took place between 2005 and 2008. The study included all major hospitals in the county, with a population of approximately 3.5 million. METHODS: Information on hospital activities was collected from before, during and after initiative activities. Vaccination status and demographics were collected directly from HCP using hospital-based and random-dialed telephone surveys. RESULTS: Between 2006 and 2008, hospitals increased promotion activities and reported increases in vaccination rates. Based on the random-dialed surveys, HCP influenza vaccination coverage rates did not increase significantly. Vaccination rates were significantly higher in HCPs who reported that employers provided free vaccination and those who believed that their employers mandated influenza vaccination. CONCLUSIONS: This local public health initiative and concurrent state legislation were effective in increasing employer efforts to promote influenza vaccination; however, population-based surveys of HCPs did not show significant increases in influenza vaccination. Overall, this study suggests that public health leadership, intensive employer promotion activities, and state-required declinations alone were not sufficient to significantly increase HCP influenza vaccination. Policymakers and employers should consider mandates to achieve optimal influenza vaccination among HCPs.