Detecting Gunshots Using Wearable Accelerometers

Gun violence continues to be a staggering and seemingly intractable issue in many communities. The prevalence of gun violence among the sub-population of individuals under court-ordered community supervision provides an opportunity for intervention using remote monitoring technology. Existing monitoring systems rely heavily on location-based monitoring methods, which have incomplete geographic coverage and do not provide information on illegal firearm use. This paper presents the first results demonstrating the feasibility of using wearable inertial sensors to recognize wrist movements and other signals corresponding to firearm usage. Data were collected from accelerometers worn on the wrists of subjects shooting a number of different firearms, conducting routine daily activities, and participating in activities and tasks that could be potentially confused with firearm discharges. A training sample was used to construct a combined detector and classifier for individual gunshots, which achieved a classification accuracy of 99.4 percent when tested against a hold-out sample of observations. These results suggest the feasibility of using inexpensive wearable sensors to detect firearm discharges.     

Firearms in New Mexico.

To determine the prevalence of firearm ownership and storage practices in New Mexico, we did a random-digit-dialing survey of New Mexico residents in October 1991. Of 200 households surveyed, 79 (40%) had 1 or more firearms in the home. Rural households were more likely than urban households to have firearms (44% versus 30%), and households with annual incomes of greater than $25,000 were more likely to have a firearm than households with incomes of $25,000 or less (41% versus 33%). Household firearm ownership did not vary with the presence of young (< 15 years old) children (38% with children versus 41% without). Handguns were generally owned for self-protection, and rifles were owned for hunting. Of households with firearms, 24% stored them unsafely (unlocked and loaded or unloaded but with ammunition nearby), including 21% of households with young children. Of the households with handguns only, 40% stored these firearms unsafely compared with 13% of those with rifles only. The prevalence of gun ownership in New Mexico is similar to that reported in national surveys; handguns are stored less safely than rifles; and the presence of young children in the home does not appear to improve firearm storage safety.     

Recommendations for ensuring early thrombolytic therapy for acute myocardial infarction. The Heart and Stroke Foundation of Canada,the Canadian Cardiovascular Society and the Canadian Association of Emergency Physicians for the Emergency Cardiac Care Coalition.

OBJECTIVE: To recommend practical steps to ensure early thrombolytic therapy and thereby reduce mortality and morbidity associated with acute myocardial infarction (AMI). OPTIONS: Various factors were considered that influence time to thrombolysis related to patients, independent practitioners and health care systems. OUTCOMES: Reduction in morbidity and mortality associated with AMI. EVIDENCE: Early initiation of thrombolytic therapy reduces morbidity and mortality associated with AMI. The ECC Coalition analysed the factors that might impede early implementation of thrombolytic therapy. VALUES: Published data were reviewed, and recommendations were based on consensus opinion of the Emergency Cardiac Care (ECC) Coalition. The ECC Coalition comprises 20 professional, nongovernment and government organizations and has a mandate to improve emergency cardiac care services through collaboration. BENEFITS, HARMS AND COSTS: Early thrombolytic therapy reduces morbidity and mortality associated with AMI. Implementation of the recommendations will result in reduced time to thrombolytic therapy, streamlining of current practices and enhanced cooperation among health care professionals to expedite care. Depending on existing practices, implementation may require protocol development, and public and professional education. Although costs are associated with educating the public and health care professionals, they are outweighed by the financial and social benefits of reduced morbidity and mortality. RECOMMENDATIONS: Early recognition of AMI symptoms by the public and health care professionals, early access to the emergency medical services system and early action by emergency care providers in administering thrombolytic therapy (within 30 minutes after the patient''s arrival at the emergency department). VALIDATION: No similar consensus statements or practice guidelines for thrombolytic therapy in Canada are available for comparison.     

Health expectancy and the problem of substitute morbidity.

During the past century, the developed world has not only witnessed a dramatic increase in life expectancy (ageing), but also a concomitant rise in chronic disease and disability. Consequently, the tension between ''living longer'' on the one hand and health-related ''quality of life'' on the other has become an increasingly important health policy problem. The paper deals with two consequences of this so-called epidemiological transition in population health. The first one concerns the question of how--given the impressive changes--population health can be measured in an adequate and policy relevant present-day fashion. The second one is the so-called phenomenon of ''substitute morbidity and mortality'': more and more acute fatal diseases are replaced by non-fatal delayed degenerative diseases like dementia and arthritis. How the phenomenon of substitute morbidity and mortality affects the development of population health is illustrated with the epidemiological transitions, worldwide shifts in the main causes of death, assumptions used in models, adverse consequences of medical technologies and some results from intervention trials. Substitute morbidity and mortality may thwart our disease-specific expectations of interventions and asks for a shift to a ''total population health'' perspective when judging potential health gains of interventions. Better understanding of the dynamics that underly the changes in population health is necessary. Implications for data collections are more emphasis on morbidity data and their relation with mortality, more longitudinal studies, stricter requirements for intervention trials and more use of modelling as a tool. A final recommendation is the promotion of integrative measures of population health. For the latter several results are presented suggesting that, although the amount of morbidity and disability is growing with an increasing life expectancy, this is mild unhealthiness in particular. This finding supports the ''dynamic equilibrium'' theory. In absolute numbers, however, the burden of disease will continue to increase with further ageing of the population.     

Cost and policy implications from the increasing prevalence of obesity and diabetes mellitus

Background: The increasing prevalence of obesity and type 2 diabetes mellitus (DM), among children and adults, has posed important policy and budgetary considerations to government, health insurance companies, employers, physicians, and health care delivery systems.Objective: This article examines issues that are common to obesity and DM, including cost, clinical research, and treatment barriers, and proposes health policies to address these issues.Method: A manual review was performed of authoritative literature from peer-reviewed medical publications and recently published medical textbooks.Results: Obesity has been disproportionately prevalent among women and minorities, accompanied by an increased risk for DM. Women have experienced an increased risk for the metabolic syndrome, DM, and cardiovascular disease after onset of menopause. Obesity has been related to an increased risk for breast cancer among women, and may be a barrier that prevents women from being screened for colon and breast cancers. Maternal obesity has been a risk factor for gestational DM.Conclusions: Obesity and DM represent crises for the health care system and the health of the public, incurring costs and disease burden for adults and children, with increasing costs and prevalence expected unless more coordinated efforts to address the causes of these conditions at the national level are implemented. An investment in infrastructure to promote increased physical activity and reward weight management may be budget neutral in the long term by reducing the costs of morbidity and mortality. About two thirds of the costs from DM complications could be averted with appropriate primary care.     

Assistants to Primary Physicians in California

The mid-level practitioner movement is no longer experimental; nurse practitioners and physician''s assistants in California have proved to fill a necessary and viable professional role in the delivery of primary health care. The physician''s assistant law (AB2109) and the Experimental Manpower Act (AB1503) have facilitated the training and functioning of these new health care professionals; more comprehensive laws are still needed to permit optimal utilization. National agencies for approval of teaching programs and testing of individual graduates will play an increasing role in the accreditation and certification procedures. Professional role difficulties, issues of sex and questions of delegation of responsibility are being resolved and it is hoped that a more equitable and patient-oriented system is evolving.     

Socioeconomic determinants of health. Children,inequalities, and health.

This article describes a growing body of evidence showing the adverse effects of the widening income gap on the health and welfare of children and young people. The effects of this go well beyond morbidity and mortality and can also be seen in the areas of crime, violence, and educational attainment. There is a need for evidence based policy in this area, but meanwhile there is scope for intervention in pregnancy and the early years, and good evidence that this is effective. A number of well evaluated interventions not necessarily directly related to health, such as early learning programmes and social support for parents, promise to have beneficial health effects.     

The health of Indians in Canadian cities: a challenge to the health care system

It is well known that Canadian native people living on reserves have high morbidity and mortality rates, but less is known about the health of those who migrated to urban centres. Several studies have shown that these people have high rates of mental health problems, specific diseases, injuries, infant death and hospital admission. In addition, there is evidence that cultural differences create barriers to their use of health care facilities. The low socioeconomic status, cultural differences and discrimination that they find in cities are identified as the primary blocks to good health and adequate health care. More epidemiologic studies need to be done to identify health problems, needs and barriers to health care. Federal, provincial and civic governments along with the appropriate departments of faculties of medicine should begin working with native organizations to improve the health of native people living in Canada''s cities.     

Efficacy of firearms for bear deterrence in Alaska

We compiled, summarized, and reviewed 269 incidents of bear–human conflict involving firearms that occurred in Alaska during 1883–2009. Encounters involving brown bears (Ursus arctos; 218 incidents, 81%), black bears (Ursus americanus; 30 incidents, 11%), polar bears (Ursus maritimus; 6 incidents, 2%), and 15 (6%) unidentified species provided insight into firearms success and failure. A total of 444 people and at least 367 bears were involved in these incidents. We found no significant difference in success rates (i.e., success being when the bear was stopped in its aggressive behavior) associated with long guns (76%) and handguns (84%). Moreover, firearm bearers suffered the same injury rates in close encounters with bears whether they used their firearms or not. Bears were killed in 61% (n = 162) of bear–firearms incidents. Additionally, we identified multiple reasons for firearms failing to stop an aggressive bear. Using logistic regression, the best model for predicting a successful outcome for firearm users included species and cohort of bear, human activity at time of encounter, whether or not the bear charged, and if fish or game meat was present. Firearm variables (e.g., type of gun, number of shots) were not useful in predicting outcomes in bear–firearms incidents. Although firearms have failed to protect some users, they are the only deterrent that can lethally stop an aggressive bear. Where firearms have failed to protect people, we identified contributing causes. Our findings suggest that only those proficient in firearms use should rely on them for protection in bear country. © 2012 The Wildlife Society.     

Nurse Practitioner and Physician's Assistant Clinics in Rural California: Part I: Issues

The primary health care needs of at least 26 rural California communities are being served by nurse practitioners (NP''s) or physician''s assistants (PA''s). All of these have physician supervision and support. NP''s and PA''s have proved to be acceptable and effective. With 230 rural areas in California identified as having unmet health care needs, this type of service is likely to increase and should be supported.NP/PA clinics serve total populations or concentrate on Indians, Chicanos or the poor. Many barriers have been overcome, especially over the past four years, to allow these clinics to flourish and increase in number. The availability of nurse practitioners and physician''s assistants has increased due to support to schools and to school policies. Clinic funding has greatly improved; federal funds for general rural clinics, Indians, migrants, family planning and maternalchild health have been greatly supplemented by California state funds. Beginning in 1978, rural NP and PA services can be reimbursed by Medicare and Medi-Cal (California''s Medicaid program).Since 1975 state laws have defined PA and NP roles broadly, and these roles are more precisely defined at the local level. Although nurse practitioners and physician''s assistants generally cannot prescribe or dispense drugs (a major problem in many clinics), demonstration legislation allows special pilot projects to do both. As remaining funding and legal problems are corrected, NP''s and PA''s will serve an even greater role in rural areas.     

TAX-SUPPORTED MEDICAL CARE FOR CALIFORNIA'S CHILDREN—Where Should It Be Going?

The multiplication of separate governmental agencies providing health services to California''s children, the increasing difficulties in staffing tax-supported health agencies and the recent studies of the quality of care under these programs, have all pointed to an urgent need for prompt decisions on certain basic questions about the function of tax-supported medical care for children of dependent families.Fourteen separate kinds of health services are currently provided through public funds at an annual cost to California taxpayers of $52,000,000. These funds underwrite an uncoordinated, fragmented, patchwork quilt of medical care for some 500,000 children. Coordination and integration of these services through “one door” with uniform eligibility requirements and maximum utilization of private physicians'' services that meet appropriate standards is needed now. California physicians have an urgent responsibility to provide leadership in the development of more effective and more economical organization and distribution of higher quality medical care services for California''s children dependent on public support.     

Lesbian health care. What a primary care physician needs to know.

Many primary care physicians take care of lesbians and women sexually active with women without being aware of their patients'' sexual orientation. These women have unique medical and psychosocial needs that each physician must consider. Lesbian identity or being sexually active exclusively with women influences care in areas such as sexually transmitted diseases, risk of human immunodeficiency virus infection, counseling, cancer risk, screening, parenting, depression, alcohol use, and violence. We review an approach to taking a history with all women that facilitates open, comfortable communication with lesbians. We also review specific medical and psychosocial areas of primary care in which caring for lesbians is different from caring for other women. Further research is needed on lesbian health issues to provide appropriate guidelines to clinicians.     

Health in China. From Mao to market reform.

After the Liberation by Mao Ze Dong''s Communist army in 1949, China experienced massive social and economic change. The dramatic reductions in mortality and morbidity of the next two decades were brought about through improvements in socioeconomic conditions, an emphasis on prevention, and almost universal access to basic health care. The economic mismanagement of the Great Leap Forward brought about a temporary reversal in these positive trends. During the Cultural Revolution there was a sustained attack on the privileged position of the medical profession. Most city doctors were sent to work in the countryside, where they trained over a million barefoot doctors. Deng Xiao Ping''s radical economic reforms of the late 1970s replaced the socialist system with a market economy. Although average incomes have increased, the gap between rich and poor has widened.     

Child Mortality Estimation: Consistency of Under-Five Mortality Rate Estimates Using Full Birth Histories and Summary Birth Histories

Background

Given the lack of complete vital registration data in most developing countries, for many countries it is not possible to accurately estimate under-five mortality rates from vital registration systems. Heavy reliance is often placed on direct and indirect methods for analyzing data collected from birth histories to estimate under-five mortality rates. Yet few systematic comparisons of these methods have been undertaken. This paper investigates whether analysts should use both direct and indirect estimates from full birth histories, and under what circumstances indirect estimates derived from summary birth histories should be used.

Methods and Findings

Usings Demographic and Health Surveys data from West Africa, East Africa, Latin America, and South/Southeast Asia, I quantify the differences between direct and indirect estimates of under-five mortality rates, analyze data quality issues, note the relative effects of these issues, and test whether these issues explain the observed differences. I find that indirect estimates are generally consistent with direct estimates, after adjustment for fertility change and birth transference, but don''t add substantial additional insight beyond direct estimates. However, choice of direct or indirect method was found to be important in terms of both the adjustment for data errors and the assumptions made about fertility.

Conclusions

Although adjusted indirect estimates are generally consistent with adjusted direct estimates, some notable inconsistencies were observed for countries that had experienced either a political or economic crisis or stalled health transition in their recent past. This result suggests that when a population has experienced a smooth mortality decline or only short periods of excess mortality, both adjusted methods perform equally well. However, the observed inconsistencies identified suggest that the indirect method is particularly prone to bias resulting from violations of its strong assumptions about recent mortality and fertility. Hence, indirect estimates of under-five mortality rates from summary birth histories should be used only for populations that have experienced either smooth mortality declines or only short periods of excess mortality in their recent past. Please see later in the article for the Editors'' Summary.     

Violence in the emergency department: a survey of health care workers

BACKGROUND: Violence in the workplace is an ill-defined and underreported concern for health care workers. The objectives of this study were to examine perceived levels of violence in the emergency department, to obtain health care workers'' definitions of violence, to determine the effect of violence on health care workers and to determine coping mechanisms and potential preventive strategies. METHODS: A retrospective written survey of all 163 emergency department employees working in 1996 at an urban inner-city tertiary care centre in Vancouver. The survey elicited demographic information, personal definition of violence, severity of violence, degree of stress as a result of violence and estimate of the number of encounters with violence in the workplace in 1996. The authors examined the effects of violence on job performance and job satisfaction, and reviewed coping and potential preventive strategies. RESULTS: Of the 163 staff, 106 (65%) completed the survey. A total of 68% (70/103) reported an increased frequency of violence over time, and 60% (64/106) reported an increased severity. Most of the respondents felt that violence included witnessing verbal abuse (76%) and witnessing physical threats or assaults (86%). Sixty respondents (57%) were physically assaulted in 1996. Overall, 51 respondents (48%) reported impaired job performance for the rest of the shift or the rest of the week after an incident of violence. Seventy-seven respondents (73%) were afraid of patients as a result of violence, almost half (49%) hid their identities from patients, and 78 (74%) had reduced job satisfaction. Over one-fourth of the respondents (27/101) took days off because of violence. Of the 18 respondents no longer working in the emergency department, 12 (67%) reported that they had left the job at least partly owing to violence. Twenty-four-hour security and a workshop on violence prevention strategies were felt to be the most useful potential interventions. Physical exercise, sleep and the company of family and friends were the most frequent coping strategies. INTERPRETATION: Violence in the emergency department is frequent and has a substantial effect on staff well-being and job satisfaction.     

Obstetric care,Medicaid, and family physicians. How policy changes affect physicians' attitudes.

Recent expansion of Medicaid eligibility for pregnant women and increased reimbursement to physicians who provide perinatal services were designed to improve access to care. Family physicians provide a relatively high proportion of care to pregnant women on Medicaid, especially in rural areas. We surveyed all family physicians who provide obstetric services in 26 northern California counties regarding these changes and perceived barriers to providing obstetric care to women on Medicaid. Of surveyed physicians who limited the number of their Medicaid obstetric patients, 58% stated that recent Medicaid policy changes had increased their willingness to accept new Medicaid obstetric patients. Despite these policy changes, administrative issues and poor reimbursement were cited as the two most notable barriers to providing obstetric care to women on Medicaid. Fear of being sued by Medicaid patients is still seen as a barrier by physicians who have recently discontinued practicing obstetrics and by those who continue to care for a large number of Medicaid obstetric patients.     

Work-related stress and psychosomatic medicine

This article introduces key concepts of work-related stress relevant to the clinical and research fields of psychosomatic medicine. Stress is a term used to describe the body's physiological and/or psychological reaction to circumstances that require behavioral adjustment. According to the Japanese National Survey of Health, the most frequent stressors are work-related problems, followed by health-related and then financial problems. Conceptually, work-related stress includes a variety of conditions, such as overwork, unemployment or job insecurity, and lack of work-family balance. Job stress has been linked to a range of adverse physical and mental health outcomes, such as cardiovascular disease, insomnia, depression, and anxiety. Stressful working conditions can also impact employee well-being indirectly by directly contributing to negative health behaviors or by limiting an individual's ability to make positive changes to lifestyle behaviors, such as smoking and sedentary behavior. Over the past two decades, two major job stress models have dominated the occupational health literature: the job demand-control-support model and the effort-reward imbalance model. In both models, standardized questionnaires have been developed and frequently used to assess job stress. Unemployment has also been reported to be associated with increased mortality and morbidity, such as by cardiovascular disease, stroke, and suicide. During the past two decades, a trend toward more flexible labor markets has emerged in the private and public sectors of developed countries, and temporary employment arrangements have increased. Temporary workers often complain that they are more productive but receive less compensation than permanent workers. A significant body of research reveals that temporary workers have reported chronic work-related stress for years. The Japanese government has urged all employers to implement four approaches to comprehensive mind/body health care for stress management in the workplace: focusing on individuals, utilizing supervisory lines, enlisting company health care staff, and referring to medical resources outside the company. Good communications between occupational health practitioners and physicians in charge in hospitals/clinics help employees with psychosomatic distress to return to work, and it is critical for psychosomatic practitioners and researchers to understand the basic ideas of work-related stress from the viewpoint of occupational health.     

High Risk Perinatal Care in California

Rates of perinatal mortality are still too high in California. Mortality and morbidity, particularly for high risk pregnancies, can be reduced by the use of modern technology in the hands of highly trained personnel. New goals for perinatal care have been published by the California Medical Association reflecting these changes. This kind of care is too costly to be developed in all the small obstetric units presently providing services in California. Consolidation of obstetric and neonatal units into fewer hospitals can make it economically possible for these units to meet present-day standards.     

民办非营利性医疗机构发展问题及对策

新医改方案中提出鼓励和引导社会资本发展医疗卫生事业,鼓励社会资本依法兴办非营利性医疗机构。发展民办医疗机构尤其是民办非营利性医疗机构对深化医药卫生体制改革具有重要意义。然而当前民办非营利性医疗机构的发展困难重重。试图从民间组织理论的视角出发,从社会环境、内部治理和外部监督管理等方面对民办非营利性医疗机构发展面临的问题进行分析,进而提出政策建议,希望为进一步发展民办非营利性医疗机构提供思路和经验借鉴。