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Revising the Belgian Nursing Minimum Dataset: from concept to implementation.

The process of revising the Belgian Nursing Minimum Dataset (B-NMDS) started in 2000 and entailed four major phases. The first phase (June-October 2002) involved the development of a conceptual framework based on a literature review and secondary data analysis. The Nursing Interventions Classification (NIC) was selected as a framework for the revision of the original B-NMDS. The second phase (November 2002-September 2003) focused on language development for six care programs evaluated by panels of clinical experts (N=75). These panels identified the following items as priorities for the revised B-NMDS: hospital financing, nurse staffing allocation, assessment of the appropriateness of hospitalisation, and quality management. During this period, we developed a draft instrument with 92 variables using the NIC. This led to an alpha version of a revised B-NMDS. The third phase (October 2003-December 2004) focused on data collection and validation of the new tool. The revised B-NMDS (alpha version) was tested in 158 nursing wards in 66 Belgian hospitals from December 2003 until March 2004. This test generated data for some 95,000 in-patient days. The interrater reliability of the revised B-NMDS was assessed. The criterion-related validity of the revised B-NMDS was compared to that of the original B-NMDS. The discriminative power of the revised B-NMDS was also assessed to select the most relevant variables for data collection. This resulted in a beta version of the revised B-NMDS in December 2004. The records of the revised B-NMDS were linked to the Hospital Discharge Dataset and other mandatory datasets to integrate the revised B-NMDS into the overall healthcare management system. The fourth phase (January 2005-December 2005) is presently focusing on information management. Nationwide implementation is foreseen by January 2007.

Belgium↗

Linking nursing care to medical diagnoses: heterogeneity of patient groups.

AIM: The new budget system for Dutch hospitals makes use of patient groups that are highly homogeneous in terms of diagnosis and treatment combinations (diagnose behandeling combinaties (DBC)). These DBCs are the Dutch DRG variants. The DBC mainly concerns medical care; nursing care is almost regarded as a constant factor. In this study the DBC is linked to the nursing minimum data set for The Netherlands (NMDSN), to explore the degree of homogeneity in terms of nursing care for patient groups that are homogeneous in terms of the DBC. METHOD: In nine Dutch hospitals, patient information was collected by means of the NMDSN. To answer the question, we performed a secondary data analysis on the NMDSN. First, groups were formed in terms of medical diagnoses as defined in the DBC. Next, explorative statistical analyses were used to form homogeneous groups in terms of nursing diagnoses. These groups were compared in terms of the nursing care interventions and in terms of medical diagnoses. FINDING: Some medical diagnoses seem to be homogeneous, others more heterogeneous in terms of nursing care. DISCUSSION AND CONCLUSION: Limitations in the study design hinder a firm conclusion. However, the results discourage the use of the medical DBC for nursing care.

Diagnosis↗

Concordance between the PHQ-9 and the HSCL-20 in depressed primary care patients.

BACKGROUND: Two instruments commonly used in primary care research to measure depressive severity are the Patient Health Questionnaire-9 (PHQ-9) and the Hopkins Symptom Checklist-20 (HSCL-20). However, there is little information regarding the relationship between clinical information derived from these scales. The present study investigates the psychometric properties of the PHQ-9 and HSCL-20, determines the degree of instrument concordance, and describes the factor structure of the HSCL-20. METHODS: A secondary data analysis from a randomized controlled trial was performed. A total of 405 primary care patients with major depressive disorder and/or dysthymia were administered the PHQ-9 and the HSCL-20 when recruited for the study. RESULTS: Good internal consistency reliability estimates were obtained for both scales (PHQ-9 alpha=0.803; HSCL-20 alpha=0.837). All PHQ-9 inter-item and corrected item-total correlations showed that no item detracted from overall scale functioning. HSCL-20 items assessing overeating, poor appetite, and sexual interest were poorly correlated with other items and with the total scale score. A positive, moderate strength relationship was found between the instruments (r=0.54, p<0.0001). Exploratory factor analysis of the HSCL-20 yielded a six-factor structure, which accounted for almost 63% of the variance in total score. The largest contribution to common variance in the scale was provided by an "anxiety and self-reproach" factor. CONCLUSIONS: PHQ-9 and HSCL-20 total scores were moderately correlated. Although the HSCL-20 is utilized as a measure of depression severity, it may lack sufficient specificity to be an accurate reflection of depression status per se.

Adolescent↗

Psychometric Evaluation of the Breast Inflammatory Symptom Severity Index Versions 2 and 3 Among Lactating Women.

OBJECTIVE: To evaluate the psychometric properties of Versions 2 and 3 of the Breast Inflammatory Symptom Severity Index (BISSI). DESIGN: Secondary data analysis of clinical trial data. SETTING: Private physiotherapy practices, a public tertiary hospital, and a community in Melbourne, Australia. PARTICIPANTS: Women more than 7 days after birth with inflammatory conditions of the lactating breast (N = 43). METHODS: We performed confirmatory factor analysis of the BISSI Version 2 to examine item loading, which informed development of the BISSI Version 3 (V3). We assessed convergent validity by comparing total BISSI V3 scores with human milk sodium to potassium ratio (Na+:K+) at Trial Days 1, 3, and 10 using Bland-Altman plots. We compared item-level scores for size of affected area with objective receiver operating characteristic curve analysis to assess discriminant validity for symptom severity and Cronbach's alpha for internal reliability. RESULTS: After confirmatory factor analysis, we removed two items, resulting in a six-item BISSI V3. All retained items demonstrated comparable loading on the overall scale. Limits of agreement for total BISSI V3 scores and item-level scores for size of affected area were acceptable at all time points, with more than 90% of observations falling within 2 standard deviations of the mean difference, supporting convergent validity. Discriminant validity of the BISSI V3 was supported. We found high internal reliability at both time points CONCLUSION: Our findings provide evidence for the validity and reliability of the BISSI V3 and support its continued development and for clinical use of the BISSI V3 and human milk Na+:K+ analysis to enhance management of inflammatory conditions of the lactating breast.

breastfeeding↗

Disclosure of date/acquaintance rape: who reports and when.

OBJECTIVE: To estimates rates and correlates of disclosure of date/acquaintance rape or attempted rape and verbally coercive sex among a diverse sample of adolescent and young adult females. DESIGN: Secondary data analysis of cross sectional data. SETTING: Urban adolescent healthcare facility. PARTICIPANTS: Adolescents who were identified as having experienced rape/attempted rape (n = 86) or verbally coerced sex (n = 68) in the last 12 months from study examining sexual violence. MAIN OUTCOME MEASURES: Disclosure of forced sex (logistic regression) and the timing of disclosure (survival analysis). INTERVENTIONS: None. RESULTS: Almost 60% of victims who experienced rape/attempted rape disclosed this information to one or more individuals, whereas only 47% of those who experienced verbally coerced sex told another person. Multivariate analyses found that drinking by the partner (AOR = 4.6) and shorter dating history (AOR = 6.3) were associated with disclosure of rape/attempted rape; timing of this disclosure was facilitated by Caucasian ethnicity (RR = 3.5), having a dating partner who drank > or = 1 drinks (RR = 2.5), and the perpetrator being someone other than the victim's boyfriend or partner (RR = 2.5). With regards to verbally coerced sex, reporting no pressure to use alcohol (AOR = 10.7) was the only factor associated with disclosure. No significant predictors of timing to disclosure were detected for this type of victimization. CONCLUSIONS: Perpetrator's alcohol use and a shorter dating history are important variables associated with disclosure of rape/attempted rape as well as timing to disclosure. Factors affecting the disclosure of verbally coerced sex and the latency associated with disclosure are less well defined.

Adolescent↗

The effect of participation in the WIC program on preschoolers' diets.

OBJECTIVE: To evaluate nutrient, food intake, and snacking behavior by participation in the WIC (Special Supplemental Nutrition Program for Women, Infants, and Children) program. STUDY DESIGN: Secondary data analysis of a nationally representative cross-sectional survey conducted by USDA in 1994 to 1996 and 1998. METHODS: Statistical analysis was performed correcting for sample design effects and weighting for children in two income groups (<130%, n=1772 and 130% to 185% of poverty, n=689). RESULTS: Among WIC participants, the prevalence of snacking was significantly lower (68%) compared with nonparticipants (72%) (chi(2)=5.9, P=.01). For those <130% of poverty, WIC had a beneficial effect on the intake of fat, carbohydrates, added sugar, and fruit from the total diet as well as on added sugar from snacks. These were independent of food stamp participation. For those with higher incomes, the beneficial effects were limited to added sugar, iron density, and fruit intake for the total diet. A similar significant effect of decreased added sugar intake from snacks was also seen. CONCLUSIONS: Our results are in line with previous research showing beneficial effects of WIC participation among preschoolers, primarily for nutrients targeted by the program. This study shows that the effect can reach beyond those targeted nutrients.

Child Nutritional Physiological Phenomena↗

Changes in the proportion and volume of care provided to children by generalists and subspecialists.

OBJECTIVE: To assess whether primary care physicians, via referrals or other mechanisms, are now providing proportionally less care for children with specific common diagnoses, thus driving greater demand for specialist services. STUDY DESIGN: Secondary data analysis (1993-2001) from one of the largest commercial healthcare organizations in the United States. Evaluation and management (E/M) common procedural terminology (CPT) visit codes and International Classification of Diseases (ICD) codes pertaining to asthma, constipation, headache, and heart murmurs were selected. Visits were then assigned to the specialty of physician providing care. Significant differences between and among categories of physicians were tested using logistic regression. RESULTS: Overall, pediatrician generalists and specialists provided a greater proportion of E/M visits to children in 2001 than in 1993, compared with nonpediatrician providers. However, although the absolute increase in the proportion of all E/M visits by children <18 years of age to pediatrician generalists was greater than that of pediatrician subspecialists (4.77% vs 0.69%; P <.0001), the relative increase was much smaller for the generalists (8.9% vs 19.7%; P <.0001). Findings were consistent for most of the specific diagnoses examined. CONCLUSIONS: The increases in both the proportion and number of visits made to specialists has not been accompanied by a decrease in visits to generalists.

Asthma↗

Patient risk perceptions for carotid endarterectomy: which patients are strongly averse to surgery?

BACKGROUND AND PURPOSE: Patient risk perception for surgery may be central to their willingness to undergo surgery. This study examined potential factors associated with patient aversion of surgery. METHODS: This is a secondary data analysis of a prospective cohort study that examined patients referred for evaluation of carotid artery stenosis at five Veterans Affairs Medical Centers. The study collected demographic, clinical, and psychosocial information related to surgery. This analysis focused on patient response to a question assessing their aversion to surgery. RESULTS: Among the 1065 individuals, at the time of evaluation for carotid endarterectomy (CEA), 66% of patients had no symptoms, 16% had a transient ischemic attack, and 18% had stroke. Twelve percent of patients referred for CEA evaluation were averse to surgery. In adjusted analyses, increased age, black race, no previous surgery, lower level of chance locus of control, less trust of physicians, and less social support were significantly related to greater likelihood of surgery aversion among individuals referred for CEA evaluation. Patient degree of medical comorbidity and a validated measure of preoperative risk score were not associated with increased aversion to surgery. CONCLUSIONS: In previous work, aversion to CEA was associated with lack of receipt of CEA even after accounting for patient clinical appropriateness for surgery. We identified important patient characteristics associated with aversion to CEA. Interventions designed to assist patient decision making should focus on these more complex factors related to CEA aversion rather than the simple explanation of clinical usefulness.

Aged↗

Acute resting myocardial perfusion imaging in patients with diabetes mellitus: results from the Emergency Room Assessment of Sestamibi for Evaluation of Chest Pain (ERASE Chest Pain) trial.

BACKGROUND: Resting myocardial perfusion imaging (MPI) improves the triage of patients presenting to the emergency department (ED) with symptoms suggestive of acute cardiac ischemia (ACI). In the ED setting the presence of diabetes mellitus (DM) is a predictor of ACI and hospitalization, but the role of resting MPI in patients with DM is unknown. METHODS AND RESULTS: A secondary data analysis of a prospective, multicenter, randomized, controlled trial of ED evaluation strategies in patients with symptoms suggestive of ACI and normal or nondiagnostic electrocardiograms was performed. In the main trial 2475 patients were randomized to receive either the usual ED evaluation strategy (n = 1260) or the usual strategy supplemented by results from resting MPI by use of single photon emission computed tomography (SPECT) technetium 99m sestamibi (n = 1215). Patients with diabetes (n = 341) were evaluated separately. Imaging results, final diagnoses, effect on triage, and prognostic value of the SPECT imaging were compared between diabetic and nondiabetic patients. Of the 341 patients with diabetes, 153 (45%) were randomized to the imaging strategy. Patients with DM had higher rates of hospitalization (66% vs 49.6%, P = .0001) and ACI (21.1% vs 12.0%, P < .001) than patients without DM. Among diabetic patients without ACI, the admission rate was 63% in the usual strategy group versus 54% in the imaging strategy group (relative risk [RR] = 0.91 [95% CI, 0.76-1.06]; P = .24). There was no difference in the magnitude of this reduced risk of admission compared with patients without DM (RR = 0.84 [95% CI, 0.77-0.92]; P = .0002 for patients without DM and P = .35 for interaction of diabetes and RR reduction). CONCLUSIONS: Acute resting MPI with Tc-99m sestamibi is associated with improved triage decision making in symptomatic ED patients with diabetes.

Acute Disease↗

Do healthy behaviors decline with greater acculturation? Implications for the Latino mortality paradox.

Relative to non-Latino whites, Latinos in the United States have a lower socioeconomic status (SES) profile, but a lower all-cause mortality rate. Because lower SES is associated with poorer overall health, a great deal of controversy surrounds the Latino mortality paradox. We employed a secondary data analysis of the 1991 National Health Interview Survey to test the health behavior and acculturation hypotheses, which have been proposed to explain this paradox. These hypotheses posit that: (1) Latinos have more favorable health behaviors and risk factor profiles than non-Latino whites, and (2) Health behaviors and risk factors become more unfavorable with greater acculturation. Specific health behaviors and risk factors studied were: smoking, alcohol use, leisure-time exercise activity, and body mass index (BMI). Consistent with the health behaviors hypothesis, Latinos relative to non-Latino whites were less likely to smoke and drink alcohol, controlling for sociodemographic factors. Latinos, however, were less likely to engage in any exercise activity, and were more likely to have a high BMI compared with non-Latino whites, after controlling for age and SES. Results provided partial support for the acculturation hypothesis. After adjusting for age and SES, higher acculturation was associated with three unhealthy behaviors (a greater likelihood of high alcohol intake, current smoking, a high BMI), but improvement in a fourth (greater likelihood of recent exercise). Gender-specific analyses indicated that the observed differences between Latinos and non-Latino whites, as well as the effects of acculturation on health behaviors, varied across men and women. Results suggest that the health behaviors and acculturation hypotheses may help to at least partially explain the Latino mortality paradox. The mechanisms accounting for the relationship between acculturation and risky behaviors have yet to be identified.

Acculturation↗

Predicting and comparing patient satisfaction in four different modes of health care across a nation.

This study aims to inform strategic policy makers and managers about the value of general population surveys by determining and comparing dimensions of satisfaction in four different health services in Scotland: general practice, domiciliary care, outpatients and inpatients (including day cases). The research design involved secondary data analysis of a national telephone survey conducted to inform the development of a national health plan. The database was created using a stratified quota sample of 3052 people of 16 years and above resident in Scotland in 2000. The main outcome measures investigated were overall measures of patient satisfaction with each type of service. Principal components analysis was used to determine the dimensions. Interest was in the extent to which patients, many of whom were the same (having used more than one service), evaluated different services in similar ways, as well as those factors specific to each service. Using logistic regression, the results demonstrate that interpersonal care and information, and desired improvements in service were universal and key explanatory dimensions in all services, followed by a combination of access, physical facilities, time and quality of food, depending on relevance to the service. These factors, particularly interpersonal care and information, distinguished well the highly satisfied from the others, with age providing further discrimination between non-hospital patients, while gender added to discrimination between inpatients. In conclusion, despite the limitations of telephone interviews, it is feasible to ask about several services at the same time and for the answers to reflect common underlying dimensions of evaluation found in more exhaustive research within each service. These factors offer a set of summary measures by which services can be easily evaluated at a strategic level and point to where efforts to increase patient satisfaction can be maximised.

Adolescent↗

Relationship of nurses' assessment of organizational culture, job satisfaction, and patient satisfaction with nursing care.

This exploratory study investigated the relationship among staff nurses' assessment of organizational culture, job satisfaction, inpatient satisfaction with information about home care and follow-up, and general inpatient satisfaction with nursing care. A conceptual path model was tested using a secondary data analysis research design. Staff nurses and inpatients were sampled from inpatient units. The unit of analysis was patient care units. Pearson correlation and regression analyses were used. We found that strength of organizational culture predicted job satisfaction well and positively; job satisfaction predicted inpatient satisfaction significantly and positively; and inpatient satisfaction predicted general inpatient satisfaction well and positively. Methodological challenges of this study are discussed.

Adult↗

Differential protective effect of bacillus Calmette-Guerin vaccine against multibacillary and paucibacillary leprosy in Nagpur, India.

For this paper we conducted a secondary data analysis to test the hypothesis that a linear trend exists in the protective effect of bacillus Calmette-Guerin (BCG) vaccine against types of leprosy. We used data from two previous case-control studies to perform an unmatched test for linear trend. We observed that both the studies revealed a significant linear trend (P<0.00001). One study that estimated an insignificant protective effect of BCG against paucibacillary leprosy showed a significant departure from linearity. We conclude that, the protective effect of BCG vaccination is differential across severity of leprosy as it brings about a shift in the immune response to a higher level of cell mediated immunity. We recommend that future studies dealing with the protective effect of BCG against leprosy should also conduct an analysis for trend.

Adolescent↗

Gender differences in the health related quality of life of older adults with heart failure.

OBJECTIVE: The objective of this study was to explore whether gender differences exist in health-related quality of life for older adult men and women with heart failure. DESIGN: A secondary data analysis was conducted on an existing dataset of heart failure patients. The original study used an exploratory, correlational longitudinal design. SUBJECTS: 138 subjects (69 men and 69 women) with heart failure completed both data points of the study. RESULTS: Men and women were similar on the number and types of heart failure-related symptoms they experienced. Twenty-seven percent of the subjects could be classified as depressed. The men had better physical functioning than the women did with gender making a greater contribution to physical functioning than age or marital status. Twenty-three percent of the subjects were rehospitalized 4 to 6 weeks after the initial hospital discharge. CONCLUSIONS: This study showed that the health related quality of life for older men and women with heart failure is significantly impacted by heart failure. Older men and women have similar heart failure symptoms, depression, and rehospitalization following a hospital admission for heart failure. Both older men and older women with heart failure have impairments in their physical functioning with older women more physically impaired than older men.

Aged↗

A comparison of costs and efficacy of intranasal fluticasone propionate and terfenadine tablets for seasonal allergic rhinitis.

This paper compares cost-efficacy ratios for intranasal fluticasone propionate and terfenadine tablets within a sample of patients with seasonal allergic rhinitis symptoms due to mountain cedar allergy. Efficacy was assessed using secondary data analysis of patient ratings of symptoms and their overall assessment of response to treatment within a previously conducted clinical trial. Costs include direct costs of the drugs used for therapy. Patients with documented mountain cedar allergy who were 12 years of age or older (N = 232) had been randomized to either receive intranasal fluticasone propionate, terfenadine, or placebo. The cost-efficacy ratios for intranasal fluticasone propionate 200 micrograms once daily were more favorable than the ratios for terfenadine 60 mg twice daily. This relationship remained throughout the sensitivity analysis. Because intranasal fluticasone propionate is only available in a fixed package size, the number of efficacy-adjusted days of terfenadine therapy that could be purchased to reach break-even costs for a 30-day supply of fluticasone was calculated. Cost efficacy-adjusted days ranged from 11 to 18 days. If cost-efficacy adjustments are not conducted, the upper end of the range increases from 18 to 22 days, since 22 days of terfenadine could be purchased for the price of a 30-day supply of intranasal fluticasone propionate. Depending on which of the efficacy measures the reader believes, if patients use terfenadine for longer than 11 to 22 days, fluticasone propionate is the more cost-efficacious choice. Because most allergies are seasonal and allergy seasons typically last longer than 11 to 22 days, it is likely that fluticasone propionate will frequently be the more cost-efficacious choice in the patient population represented in this study.

Adult↗

Seasonal variations in internalizing, externalizing, and substance use disorders in youth.

Seasonal variations were assessed in symptoms of internalizing (anxiety and mood), externalizing (attention-deficit/hyperactivity and oppositional defiant disorders), and substance use disorders in youth. This study is based on secondary data analysis of two NIMH-funded epidemiologic-services studies: (a) Alternative Service Use Patterns by Youth with Serious Emotional Disturbance (N=936, ages 9-17); and (b) Methods for the Epidemiology of Child and Adolescent Mental Disorders (N=1285, ages 9-17). Child psychiatric diagnoses were measured by the Diagnostic Interview Schedule for Children. Variables that indicate site of the interview and service system, as well as age, gender, and ethnicity, were used as covariates. Significant annual variations were found in symptom counts of overanxious disorder, obsessive-compulsive disorder, separation anxiety disorder, social phobia, and major depressive disorder, with the estimated nadir in August-October. There may be weak seasonal variations in attention-deficit/hyperactivity disorder with estimated nadir in August, oppositional defiant disorder with estimated nadir in August-September, and marijuana use with estimated zenith in August-September. Significant seasonality in alcohol, other substance use, agoraphobia, and panic disorder was not found. There may be an instrument-specific bias in estimated nadir. Real nadirs may be up to 3 months prior to the estimated nadirs specified above. Findings suggest that seasonality in symptoms should be considered when assessment instruments of childhood psychiatric disorders are developed, as well as when epidemiological and clinical data are collected and analyzed.

Adolescent↗

Cost containment, solidarity and cautious experimentation: Swedish dilemmas.

This paper uses secondary data analysis and a literature review to explore a "Swedish Dilemma": Can Sweden continue to provide a high level of comprehensive health services for all regardless of ability to pay--a policy emphasizing "solidarity"--or must it decide to impose increasing constraints on health services spending and service delivery--a policy emphasizing "cost containment?" It examines recent policies and longer term trends including: changes in health personnel and facilities; integration of health and social services for older persons; introduction of competition among providers; cost sharing for patients; dismantling of dental insurance; decentralization of government responsibility; priority settings for treatment; and encouragement of the private sector. It is apparent that the Swedes have had considerable success in attaining cost containment--not primarily through "market mechanisms" but through government budget controls and service reduction. Further, it appears that equal access to care, or solidarity, may be adversely affected by some of the system changes.

Comprehensive Health Care↗

The relationship between pre-, during-, post-treatment factors, and adolescent substance abuse behaviors.

This study examines the relationship between pre-, during-, post-treatment variables, and treatment outcome by using a secondary data analysis of the 6- and 12-months posttreatment follow-up data from 2,317 adolescent subjects. Pre-treatment variables included in this study are psychosocial, family-related, substance abuse, and special event variables. During-treatment variables are length of stay and parental participation in treatment. Post-treatment variables cover the attendance of subsequent treatment/continuing care, such as AA/NA and CD aftercare, and parental attendance of subsequent treatment. Results from discriminant function analyses indicated that during- and post-treatment variables could differentiate the abstinence status at 6- and 12-month follow-ups. It was also shown that the post-treatment variable group exhibited the best classification accuracy among the three variable groups across both follow-up periods. Limitations in applying research findings and their implications for adolescent substance abuse treatment are also discussed.

Adolescent↗