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Comparing hierarchical modeling with traditional logistic regression analysis among patients hospitalized with acute myocardial infarction: should we be analyzing cardiovascular outcomes data differently?

BACKGROUND: Data in health research are frequently structured hierarchically. For example, data may consist of patients treated by physicians who in turn practice in hospitals. Traditional statistical techniques ignore the possible correlation of outcomes within a given practice or hospital. Furthermore, imputing characteristics measured at higher levels of the hierarchy to the patient-level artificially inflates the amount of available information on the effect of higher-level characteristics on outcomes. METHODS: Conventional logistic regression models and multilevel logistic regression models were fit to a cross-sectional cohort of patients hospitalized with a diagnosis of acute myocardial infarction. The statistical significance of the effect of patient, physician, and hospital characteristics on patient outcomes was compared between the 2 modeling strategies. RESULTS: The 2 analytic strategies agreed well on the effect of patient characteristics on outcomes. According to the traditional analysis, teaching status was statistically significantly associated with 5 of the 9 outcomes, whereas the multilevel models did not find a statistically significant association between teaching status and any patient outcomes. Similarly, the traditional and multilevel models disagreed on the statistical significance of the effect of being treated at a revascularization hospital and 3 patient outcomes. CONCLUSIONS: In comparing the resultant models, we see that false inferences can be drawn by ignoring the structure of the data. Conventional logistic regression tended to increase the statistical significance for the effects of variables measured at the hospital-level compared to the level of significance indicated by the multilevel model.

Adult↗

The biomechanics of 1, 2, and 3 levels of vertebral augmentation with polymethylmethacrylate in multilevel spinal segments.

STUDY DESIGN: Experimental biomechanics of multilevel segments with 0, 1, 2, and 3 vertebral levels of polymethylmethacrylate augmentation. OBJECTIVE: To compare multilevel spinal segments with different numbers (0, 1, 2, and 3) of vertebral levels augmented with polymethylmethacrylate. SUMMARY OF BACKGROUND DATA: The stiffness and strength of single-level polymethylmethacrylate augmentations in individual and multilevel vertebrae treated by kyphoplasty and vertebroplasty have been studied, but the biomechanics of multilevel segments with more than 1 vertebral level augmented with polymethylmethacrylate are lacking, yet this is clinically relevant in multilevel compression fracture treatment. MATERIALS AND METHODS: A total of 48 multilevel segments (T3-T5, T6-T8, T9-T11, T12-L2, and L3-L5) from 12 spines with known bone mineral density (BMD) were allocated into 6 groups based on the number of vertebral levels augmented: 0 levels (n = 13), control group; 1 level (n = 7), group 2; 2 levels, groups 3, 4, and 5 (n = 7 in each); and 3 levels (n = 7), group 6. They were compressed to failure, disarticulated into individual vertebrae, and retested. Stiffness and strength were statistically analyzed using a univariate analysis of variance comparing the main effects, using least significant difference comparisons with 0.05 probability level. RESULTS: Strength was dependent on BMD (P < 0.001 multilevel segments, P < 0.001 individual vertebrae), with no differences among the 6 different augmentation groups, and no significant differences between augmented and nonaugmented individual vertebrae. Stiffness was dependent on BMD (P = 0.009 multilevel segments, P < 0.004 individual vertebrae), with no significant differences among the 6 different augmentation groups, and no significant differences between augmented and nonaugmented individual vertebrae. CONCLUSIONS: Multilevel segment biomechanics are dependent on BMD and not the pattern of augmentation, so the augmentation of fractured vertebrae can be extended to adjacent levels at risk for fracture to maintain stiffness and strength, thus preventing further fractures.

Aged↗

Anterior cervical discectomy and fusion with implantable titanium cage: initial impressions, patient outcomes and comparison to fusion with allograft.

BACKGROUND CONTEXT: The use of metal cage prosthetic devices in anterior cervical discectomy with fusion (ACDF) has increased rapidly. One of these devices is the titanium Rabea cage (Signus, Alzenau, Germany) [correction]. There are no peer-reviewed objective reports on the use of these cages in cervical discectomy. PURPOSE: The authors present preliminary outcomes data on the Rabea cage. This study is intended to provide adjunct data for surgeons who are using or are considering the use of these devices. STUDY DESIGN/SETTING: Patients in a private practice were studied prospectively as part of a long-term assessment of outcomes using several surgical procedures. Data were collated and analyzed by an independent researcher. PATIENT SAMPLE: Rabea cages were used in consecutive candidates (n=37) for ACDF. The results using Rabea cages were compared with two prospectively studied control groups, one historical (n=66) and one concurrent (n=28), both groups using ACDF with bone allograft and no instrumentation. OUTCOME MEASURES: Success at 6 months after surgery was determined using six major patient-reported outcome measures, including visual analog scales (VAS) for arm and neck pain, the Oswestry pain and disability scale, four-part (excellent-through-poor) scales for measurement of return to activities of daily living or to work and satisfaction with the results of surgery. Perioperative complications, number of vertebral levels fused, and worker's compensation and smoking status were also compared among the study groups. Fusion and subsidence were evaluated for the Rabea cage group. METHODS: Criteria for inclusion consisted of consecutive patients who presented with unremitting radicular arm pain, with or without neck pain, and/or a neurological deficit that correlated with appropriate level and side neural compression on magnetic resonance imaging or computed tomography. Questionnaire follow-up was at 6 months after surgery with 100% compliance. RESULTS: A total of 50 cages were implanted in the 37 patients. At 6-month follow-up, 78% of patients reported successful arm pain relief (VAS scores below 5). Patient satisfaction was successful in 78% of the cases. Other success rates included neck pain relief in 73% and Oswestry pain and disability scale in 70%. There was a median improvement in the Oswestry scores of 28 points (61% change). Worker's compensation patients fared dramatically worse than did the noncompensation patients in all outcome measurements. Combining all three study groups resulted in significantly worse outcomes for multilevel than for single-level procedures and for smokers compared with nonsmokers, but low case numbers precluded conclusive analysis for the Rabea group alone. In the Rabea group there were two complications, neither cage related, whereas none were reported for the ACDF controls. Rabea group fusion rates were 84% at 3 months and 95% at 6 months, but the clinical relevance of this radiological evidence when metal prostheses are used is questionable. The outcomes results were clinically and statistically indistinguishable from those of our control groups and were similar to published studies using other titanium cages. CONCLUSIONS: This is the first prospective, independently conducted report on Rabea cages. Results of the short-term (6 months) follow-up did not differ from outcomes results in our patients who have undergone ACDF with bone allograft. Although this is a preliminary assessment, the Rabea cage may represent an alternative to bone dowels and hip graft. As is the case for other allografts, artificial or bone, the main advantage is elimination of donor site complications, and the disadvantages include difficulty in radiographic assessment of fusion and potential for cage subsidence.

Activities of Daily Living↗

Levels of analysis in etiological research on schizophrenia.

Etiological research spanning domains of inquiry as diverse as social psychology and molecular genetics has identified a number of potential factors that likely contribute to the development and clinical manifestation of schizophrenia. In this article, we first highlight the challenges inherent in developing cogent etiological models that represent both the diversity of suspected causal influences and their mechanisms of action. Then, using our own research program as a heuristic context, we present a general analytical framework for identifying and integrating multiple types of etiologic factors across different levels of analysis in the prediction of schizophrenia. In recognition of the myriad complexities of multifactorial causation, we argue that a multilevel causal perspective is required for the development and advancement of a fully nuanced theory of schizophrenia etiology and pathophysiology.

Brain↗

Resilience in parentally bereaved children and adolescents seeking preventive services.

This study examined environmental stress, family, and child variables that differentiate resilient children and adolescents from those with mental health problems following the death of a primary caregiver. The community-based sample included 179 bereaved children ages 8 to 16 years and their surviving caregivers who completed a test battery of measures before participating in a prevention program. Forty-four percent of bereaved children were classified as resilient and 56% as affected based on the absence of clinically significant mental health problems on at least 1 measure as reported by either the child, surviving caregiver, or teacher on standardized measures of mental health problems. Results of multivariate analyses indicated that bereaved resilient versus affected status was a function of both family and child variables. Higher levels of caregiver warmth and discipline and lower levels of caregiver mental health problems were family-level variables that significantly differentiated resilient children from affected children. Bereaved children's perceptions of less threat in response to negative events and greater personal efficacy in coping with stress were child-level variables that differentiated resilient from affected status. Family and child variables were entered into a discriminant function analysis that correctly classified 72% of the sample. The findings are consistent with a model of resilience in which multilevel variables account for children's positive adaptation following exposure to adversity.

Adaptation, Psychological↗

Lumbar total disc replacement. Seven to eleven-year follow-up.

BACKGROUND: Symptomatic lumbar degenerative disc disease is a challenging entity to treat. The results of arthrodesis may be compromised in the short term by pseudarthrosis and in the long term by pain at the iliac-crest donor site and by junctional degeneration. Total disc replacement has the potential to provide long-lasting relief to these patients. The purpose of this study was to present the clinical and radiographic results assessed seven to eleven years following a Prodisc total lumbar disc replacement. METHODS: Sixty-four patients had single or multiple-level implantation of a total lumbar disc replacement between 1990 and 1993. The mean duration of follow-up was 8.7 years. Clinical results were evaluated by assessing preoperative and postoperative lumbar pain, radiculopathy, disability, and modified Stauffer-Coventry scores. Preoperative and postoperative radiographs were evaluated as well. Subgroup analysis was performed to determine if gender, an age of less than forty-five years, previous surgery, or multilevel surgery had an effect on outcome. RESULTS: At an average of 8.7 years postoperatively, there were significant improvements in the back-pain, radiculopathy, disability, and modified Stauffer-Coventry scores. Thirty-three of the fifty-five patients with sufficient follow-up had an excellent result, eight had a good result, and fourteen had a poor result. Neither gender nor multilevel surgery affected outcome. An age of less than forty-five years and prior lumbar surgery had small but significant negative effects on outcome. Radiographs did not demonstrate loosening, migration, or mechanical failure in any patient. Five patients had approach-related complications. CONCLUSIONS: The Prodisc lumbar total disc replacement appears to be effective and safe for the treatment of symptomatic degenerative disc disease. Gender and multilevel surgery did not affect the outcomes, whereas prior lumbar surgery or an age of less than forty-five years was associated with slightly worse outcomes. Longer follow-up of this cohort of patients and randomized trials comparing disc replacement with arthrodesis are needed.

Adult↗

Lumbar total disc replacement. Surgical technique.

BACKGROUND: Symptomatic lumbar degenerative disc disease is a challenging entity to treat. The results of arthrodesis may be compromised in the short term by pseudarthrosis and in the long term by pain at the iliac-crest donor site and by junctional degeneration. Total disc replacement has the potential to provide long-lasting relief to these patients. The purpose of this study was to present the clinical and radiographic results assessed seven to eleven years following a Prodisc total lumbar disc replacement. METHODS: Sixty-four patients had single or multiple-level implantation of a total lumbar disc replacement between 1990 and 1993. The mean duration of follow-up was 8.7 years. Clinical results were evaluated by assessing preoperative and postoperative lumbar pain, radiculopathy, disability, and modified Stauffer-Coventry scores. Preoperative and post-operative radiographs were evaluated by assessing preoperative and postoperative lumbar pain, radiculopathy, disability, and modified Stauffer-Coventry scores. Preoperative and post-operative radiographs were evaluated as well. Subgroup analysis was performed to determine if gender, an age of less than forty-five years, previous surgery, or multilevel surgery had an effect on outcome. RESULTS: At an average of 8.7 years post-operatively, there were significant improvements in the backpain, radiculopathy, disability, and modified Stauffer-Coventry scores. Thirty-three of the fifty-five patients with sufficient follow-up had an excellent result, eight had a good result, and fourteen had a poor result. Neither gender nor multilevel surgery affected outcome. An age of less than forty-five years and prior lumbar surgery had small but significant negative effects on outcome. Radiographs did not demonstrate loosening, migration, or mechanical failure in any patient. Five patients had approach-related complications. CONCLUSIONS: The Prodisc lumbar total disc replacement appears to be effective and safe for the treatment of symptomatic degenerative disc disease. Gender and multilevel surgery did not affect the outcomes, whereas prior lumbar surgery or an age of less than forty-five years was associated with slightly worse outcomes. Longer follow-up of this cohort of patients and randomized trials comparing disc replacement with arthrodesis are needed.

Adult↗

Geographic information systems, spatial network analysis, and contraceptive choice.

How does family planning accessibility affect contraceptive choice? In this paper we use techniques of spatial analysis to develop measures of family planning accessibility, and evaluate the effects of these geographically derived measures in a multilevel statistical model of temporary method choice in Nang Rong, Thailand. In our analyses we combine spatial data obtained from maps and Global Positioning System (GPS) readings with sociodemographic data from surveys and administrative records. The new measures reveal (1) important travel time effects even when family planning outlets are close by; (2) independent effects of road composition; (3) the relevance of alternative sources of family planning supply; and (4) the importance of the local history of program placement.

Choice Behavior↗

Alveolar bone loss in adults as assessed on panoramic radiographs. (II) Multilevel models.

The aim of this study was to delineate factors influencing the severity of bone loss in randomly selected orthopantomograms of adult patients seeking treatment by the dental service of the German Armed Forces. A total of 240 panoramic exposures was available for analysis, 60 in each of the age groups <30, 30-39, 40-49, and >or=50. For each tooth, distances between the coronal landmark (CL) cemento-enamel junction or margin of restoration, and alveolar crest (AC), and bone level (BL) were measured with a calliper to the nearest 0.1 mm. Multilevel models revealed that bone levels decreased by 0.05 mm each year of life, on average. Bone loss was more pronounced in the maxilla, especially at molars. Infrabony lesions were strongly associated with deficient restorations and periapical lesions. Periapical pathology was also associated with radiographic evidence for furcation involvement. In this predominantly male population, periodontal bone loss gradually increased with age, but prevalence of infrabony defects was very low. Multilevel modelling indicated strong associations between infrabony defects and insufficient restorations and periapical pathology.

Adult↗

Analysis of factors associated with maternal mortality in Kenyan hospitals.

This paper examines the association of the sociodemographic characteristics of women and the unobserved hospital factors with maternal mortality in Kenya using multilevel logistic regression. The data analysed comprise hospital records for 58,151 obstetric admissions in sixteen public hospitals, consisting of 182 maternal deaths. The results show that the probability of maternal mortality depends on both observed factors that are associated with a particular woman and unobserved factors peculiar to the admitting hospital. The individual characteristics observed to have a significant association with maternal mortality include maternal age, antenatal clinic attendance and educational attainment. The hospital variation is observed to be stronger for women with least favourable sociodemographic characteristics. For example, the risk of maternal death at high-risk hospitals for women aged 35 years and above, who had low levels of education, and did not attend antenatal care is about 280 deaths per 1000 admissions. The risk for similar women at low-risk hospitals is about 4 deaths per 1000. To complement results from the analysis of individual patient records, the paper includes findings from hospital staff reports regarding the maternal mortality situation at the hospitals.

Adolescent↗

Statistical and substantive inferences in public health: issues in the application of multilevel models.

Multilevel statistical models have become increasingly popular among public health researchers over the past decade. Yet the enthusiasm with which these models are being adopted may obscure rather than solve some problems of statistical and substantive inference. We discuss the three most common applications of multilevel models in public health: (a) cluster-randomized trials, (b) observational studies of the multilevel etiology of health and disease, and (c) assessments of health care provider performance. In each area of investigation, we describe how multilevel models are being applied, comment on the validity of the statistical and substantive inferences being drawn, and suggest ways in which the strengths of multilevel models might be more fully exploited. We conclude with a call for more careful thinking about multilevel causal inference.

Bayes Theorem↗

Comparative Efficacy of Janus Kinase Inhibitors Indicated for Severe Alopecia Areata: A Bayesian Network Meta-Analysis and Matching-Adjusted Indirect Comparison.

Systemic Janus kinase inhibitors (JAKIs) have markedly advanced the therapeutic landscape for alopecia areata (AA). Although baricitinib and ritlecitinib are approved in the United States (US) and Europe, and deuruxolitinib in the US for severe AA, the lack of head-to-head randomized controlled trials (RCTs) limits evidence-based prescribing decisions. Moreover, prior meta-analyses excluded data on certain oral JAKIs or incorporated findings from agents and dosing regimens that were abandoned, investigational, clinically ineffective, or associated with unacceptable safety profiles. To compare the efficacy of oral JAKIs, limited to FDA, EMA, or MHRA approved drugs and doses-baricitinib (2 and 4&#x2009;mg QD), ritlecitinib (50&#x2009;mg QD), and deuruxolitinib (8&#x2009;mg BID)-for severe AA, using advanced indirect comparison methodologies. A systematic review was performed following PRISMA 2020 guidelines (CRD420251116775). Bayesian network meta-analysis (NMA) synthesized data from RCTs reporting Week 24 outcomes on Severity of Alopecia Tool (SALT) &#x2264;&#x2009;10 and SALT &#x2264;&#x2009;20 thresholds. Multilevel network meta-regression (ML-NMR) evaluated heterogeneity and adjusted for baseline imbalances. Additionally, unanchored matching-adjusted indirect comparisons (MAIC) were conducted using individual patient-level data from THRIVE trials. Surface under the cumulative ranking (SUCRA) values were calculated to rank treatments. Seven RCTs (n&#x2009;=&#x2009;4560 participants) were included. Deuruxolitinib 8&#x2009;mg significantly outperformed baricitinib 2 and 4&#x2009;mg on both SALT endpoints. Differences with ritlecitinib 50&#x2009;mg were directionally favorable for deuruxolitinib but not statistically significant in NMA and ML-NMR models. MAICs confirmed superior odds for deuruxolitinib versus baricitinib 2&#x2009;mg (OR&#x2009;=&#x2009;71.55) and ritlecitinib (OR&#x2009;=&#x2009;18.27) for SALT &#x2264;&#x2009;20. SUCRA rankings also consistently favored deuruxolitinib. Among approved oral JAKIs, deuruxolitinib 8&#x2009;mg shows the highest short-term efficacy for severe AA. These findings provide preliminary evidence to guide treatment decisions but should be interpreted as exploratory pending confirmation.

Humans↗

Is patient acuity a proxy for patient characteristics of the AACN Synergy Model for Patient Care?

PURPOSE: To test the feasibility of using patient acuity indicators as proxy measures for the AACN Synergy Model for Patient Care patient characteristics. DESIGN AND METHODS: Secondary data analysis of a convenience sample of 481 patient ratings from adult and pediatric critical and noncritical medical surgical patients. FINDINGS: Combining dichotomous patient acuity indicators into multilevel categorical variables allowed evaluation of linear relationships between acuity and patient characteristics indicators. Of the 8 patient characteristics, only participation in care exhibited meaningful correlations with the acuity indicators. According to these findings, acuity indicators should not be substituted for the Synergy Model patient characteristics.

Activities of Daily Living↗

Mendel randomization confirmed gastroesophageal reflux disease may increase the risk of mental disorders.

BACKGROUND: The potential causal relationship between gastroesophageal reflux disease (GERD) and mental disorder was analyzed using the mendelian randomization (MR) method. METHODS: Data are derived from genome-wide association study (GWAS) summary data, using gastroesophageal reflux disease (GERD) as the exposure factor. Single nucleotide polymorphisms (SNPs) significantly associated with GERD were selected as instrumental variables (IVs), and mental disorders (bipolar disorder, major depression, Alzheimer's disease, anorexia nervosa, anxiety, and obsessive-compulsive disorder) were used as outcome variables. The inverse variance weighted (IVW) method is used as the main analysis method, and MR-Egger regression, weighted median (WM) method, simple mode and weighted mode are used as supplementary methods for Mendelian randomization (MR) analysis. Cochran's Q&#xa0;test and P&#xa0;value are used to quantify heterogeneity, MR-Egger regression was used to evaluate the multilevel effect test of SNPs, and leave-one-out method to determine whether there are potential SNPs, and to evaluate the stability of the results. Odds ratio (OR) and 95% confidence interval (CI) were used as effect indicators to evaluate whether there is a&#xa0;causal relationship between GERD and mental disorders. RESULTS: IVW demonstrated a&#xa0;causal relationship between GERD and bipolar disorder (OR&#x202f;=&#x2009;1.70, 95%CI&#x202f;=&#x2009;1.39-2.09, P&#x202f;<&#x2009;0.05) and anorexia nervosa (OR&#x202f;=&#x2009;0.71, 95%CI&#x202f;=&#x2009;0.52-0.99, P&#x202f;<&#x2009;0.05). Furthermore, there is a&#xa0;weak causal relationship between GERD and major depression (OR&#x202f;=&#x2009;1.01, 95%CI&#x202f;=&#x2009;1.01-1.02, P&#x202f;<&#x2009;0.05) and anxiety (OR&#x202f;=&#x2009;1.01, 95%CI&#x202f;=&#x2009;1.01-1.01, P&#x202f;<&#x2009;0.05). Similarly, there is no evidence of a&#xa0;causal relationship between GERD and Alzheimer's disease (OR&#x202f;=&#x2009;0.95, 95%CI&#x202f;=&#x2009;0.87-1.03, P&#x202f;>&#x2009;0.05) or obsessive-compulsive disorder (OR&#x202f;=&#x2009;0.95, 95%CI&#x202f;=&#x2009;0.67-1.36, P&#x202f;>&#x2009;0.05). Cochran's Q&#xa0;test for heterogeneity shows that there is no significant heterogeneity (P&#x202f;>&#x2009;0.05) for bipolar disorder, anxiety, and obsessive-compulsive disorder. However, major depression, Alzheimer's disease, and anorexia nervosa have some degree of heterogeneity (P&#x202f;<&#x2009;0.05). Horizontal pleiotropic analysis showed that the P&#xa0;values for six mental disorders (0.750, 0.296, 0.154, 0.798, 0.893, 0.451) were all greater than 0.05. Leave-one-out analysis and funnel plot showed that MR analysis results can be considered relatively stable. All F are >&#x2009;10, indicating no weak IVs bias. CONCLUSION: GERD can obviously increase the risk of bipolar disorder; the increased risk of anxiety disorder is very slight. There is no clear evidence to support the causal relationship between GERD and four other mental disorders, including major depression, Alzheimer's disease, anorexia nervosa, and obsessive-compulsive disorder.

Humans↗

A pedicle subtraction osteotomy as an adjunctive tool in the surgical treatment of a rigid thoracolumbar hyperkyphosis; a preliminary report.

BACKGROUND CONTEXT: A pedicle subtraction osteotomy can be considered as part of the surgical treatment of a symptomatic sagittal imbalance. The literature on the use of this technique is limited and thus far not applied to a rigid thoracolumbar hyperkyphosis. PURPOSE: To evaluate our preliminary results of a pedicle subtraction osteotomy as an adjunctive tool in the surgical treatment of thoracolumbar kyphotic deformities. STUDY DESIGN/SETTING: Case series METHODS: Eleven patients with a symptomatic kyphotic deformity were treated with a thoracolumbar pedicle subtraction osteotomy in combination with a multilevel correction. The mean follow-up was 42.8 months (range 26-105). The clinical outcome, radiographic correction, and perioperative complications were analyzed. The results in six more traditional indications (ankylosing spondylitis, kyphoscoliosis, congenital and posttraumatic deformity), were compared with the results in a subgroup of five cases with a rigid thoracolumbar hyperkyphosis. RESULTS: All patients had a kyphotic thoracolumbar junction. An average of 5.8 levels was involved in the corrective fusion. A pedicle subtraction was always performed between the level Th10 and L2 to correct the sagittal balance. A lordotic correction of 38.8 (range 25-49) degrees was established with this fusion. The osteotomy contributed 66% (26.9 degrees) of the correction, whereas the remaining correction came from multilevel facetectomies. The visual analogue scale for both pain and impairment improved significantly (p<.005) for the entire group. Statistical analysis on the results for both subgroups separately was inappropriate because of the small number of patients available; however, overall both subgroups appeared to do equally well. All patients were very satisfied with the result and would choose surgical treatment again. No major complications were encountered. CONCLUSIONS: A pedicle subtraction osteotomy is a technically demanding but well tolerated operative procedure for the correction of a kyphotic deformity. This technique can also be considered as an adjunctive tool in the surgical treatment of a rigid thoracolumbar (Scheuermann's) kyphosis.

Adult↗

Examination of peer-group contextual effects on aggression during early adolescence.

Peer group contextual effects of aggressive behavior among middle school students (6th-8th graders) were examined using a short-term longitudinal design. More specifically, the homophily hypothesis that peer group membership influences individual-level bullying and fighting was evaluated with multilevel sex-specific models of individual- and peer-level aggression scores. Peer groups were identified via social network analysis. Intraclass correlation coefficients yielded through hierarchical linear modeling demonstrated substantial within-group similarity on self-reported bullying and fighting, suggesting that students affiliate with individuals who bully and fight at the same frequency. Peer group bullying and fighting was associated with individual-level behavior, even after controlling individual baseline levels for males and females. However, peer contextual effects explained more variance in individual bullying than individual fighting. This differential impact of peer group membership suggests that future studies consider peer relations across subtypes of aggression.

Adolescent↗

Intergenerational analysis of dietary practices and health perceptions of Hispanic women and their adult daughters.

This descriptive, correlational, two-group study investigated differences between dietary practices, acculturation, and health perceptions in a convenience sample of Hispanic mothers and their adult daughters (N = 76, 47 mother-daughter dyads). Analysis (paired t tests) of the Block Screening Questionnaire, General Acculturation Index, and Self-Rated Health Subindex of the Multilevel Assessment Instrument showed significant differences: Daughters ate more fat (p = .04) and were more acculturated than their mothers (p = .0001). The Pearson correlation yielded a significant relationship for the 76 subjects between fat intake (dietary practice) and health perception: The more fat (meat/snacks) intake, the more negatively women perceived their health status (p = .0001).

Acculturation↗

Outcome Questionnaire: item sensitivity to change.

Although high levels of reliability are emphasized in the construction of many measures of psychological traits, tests that are intended to measure patient change following psychotherapy need to emphasize sensitivity to change as a central and primary property. This study proposes 2 criteria for evaluating the degree to which an item on a test is sensitive to change: (a) that an item changes in the theoretically proposed direction following an intervention and (b) that the change measured on an item is significantly greater in treated than in untreated individuals. Outcome Questionnaire (Lambert et al., 1996) items were subjected to item analysis by examining change rates in 284 untreated control participants and in 1,176 individuals undergoing psychotherapy. Results analyzed through multilevel or hierarchical linear modeling suggest the majority of items on this frequently used measure of psychotherapy outcome meet both criteria. Implications for test development and future research are discussed.

Adult↗