Precision of the Conceptual Research Utilization Scale.

BACKGROUND AND PURPOSE: Conceptual research utilization (CRU) is one indicator of an optimum practice environment that leads to improved patient and organizational outcomes. Yet, its measurement has not been adequately addressed. In this study, we investigated precision of scores obtained with a new CRU scale using item response theory (IRT) methods. METHODS: We analyzed the responses from 1,349 health care aides from 30 Canadian nursing homes using Samejima's (1969, 1996) graded response model (GRM). RESULTS: Findings suggest that the CRU scale is most precise at low to average trait levels with significantly less precision at higher trait levels. CONCLUSIONS: The scale showed acceptable precision at low to average trait levels. New items and/or different response options that capture higher trait levels are needed. Future development of the scale is discussed.

Dementia diagnosis and osteoporosis treatment propensity: a population-based nested case-control study.

AIM: Increasing age and a diagnosis of dementia both dramatically increase the risk of serious osteoporosis-related sequela. We sought to examine the factors associated with osteoporosis treatment, in relation to dementia diagnosis, in older adults with osteoporosis. METHODS: This was a population-based, retrospective, nested, case-control study utilizing administrative healthcare data from British Columbia, Canada. Community-based individuals aged ≥65 years with an osteoporosis diagnosis and continuous enrolment in the provinces' drug plan between 1991 and 2007 were eligible for inclusion. A multivariate logistic regression model was assembled to examine the relationship between dementia diagnosis, age, sex, other comorbidity, residence and osteoporosis medication dispensation. RESULTS: Almost half of the total osteoporosis cohort (n = 39 452) were dispensed an osteoporosis medication during the study period. Individuals with no dementia diagnosis were dispensed a medication significantly more often than those with a diagnosis of dementia (P < 0.001). Those patients with dementia (n = 13 315), who had been dispensed an osteoporosis drug, were more often younger, female, had not sustained a previous fracture, had ≥ 4 comorbid conditions and lived in the most central health region (P < 0.001). A diagnosis of dementia was found to be a significant negative predictor of osteoporosis drug dispensation (adjusted OR 0.55; 95% CI 0.44-0.69). Increasing comorbidity was significantly associated with receiving treatment (adjusted OR 3.30; 95% CI 2.88-3.78). CONCLUSION: Despite the wide availability of osteoporosis medications, our findings suggest that many older adults with a diagnosis of dementia, but not necessarily fewer comorbid conditions, were not receiving treatment.

Unexpected: an interpretive description of parental traumas' associated with preterm birth.

BACKGROUND: Preterm birth (PTB) places a considerable emotional, psychological, and financial burden on parents, families, health care resources, and society as a whole. Efforts to estimate these costs have typically considered the direct medical costs of the initial hospital and outpatient follow-up care but have not considered non-financial costs associated with PTB such as adverse psychosocial and emotional effects, family disruption, strain on relationships, alterations in self-esteem, and deterioration in physical and mental health. The aim of this inquiry is to understand parents' experience of PTB to inform the design of subsequent studies of the direct and indirect cost of PTB. The study highlights the traumatic nature of having a child born preterm and discusses implications for clinical care and further research. METHOD: Through interviews and focus groups, this interpretive descriptive study explored parents' experiences of PTB. The interviews were audiotaped, transcribed, and analyzed for themes. Analysis was ongoing throughout the study and in subsequent interviews, parents were asked to reflect and elaborate on the emerging themes as they were identified. RESULTS: PTB is a traumatic event that shattered parents' taken-for-granted expectations of parenthood. For parents in our study, the trauma they experienced was not related to infant characteristics (e.g., gestational age, birth weight, Apgar scores, or length of stay in the NICU), but rather to prolonged uncertainty, lack of agency, disruptions in meaning systems, and alterations in parental role expectations. Our findings help to explain why things like breast feeding, kangaroo care, and family centered practices are so meaningful to parents in the NICU. As well as helping to (re)construct their role as parents, these activities afford parents a sense of agency, thereby moderating their own helplessness. CONCLUSION: These findings underscore the traumatic nature and resultant psychological distress related to PTB. Obstetrical and neonatal healthcare providers need to be educated about the symptoms of Acute Stress Disorder (ASD) and Posttraumatic Stress Disorder (PTSD) to better understand and support parents' efforts to adapt and to make appropriate referrals if problems develop. Longitudinal economic studies must consider the psychosocial implications of PTB to in order to determine the total related costs.

Embracing the population health framework in nursing research.

Individuals' health outcomes are influenced not only by their knowledge and behavior, but also by complex social, political and economic forces. Attention to these multi-level factors is necessary to accurately and comprehensively understand and intervene to improve human health. The population health framework is a valuable conceptual framework to guide nurse researchers in identifying and targeting the broad range of determinants of health. However, attention to the intermediate processes linking multi-level factors and use of appropriate multi-level theory and research methodology is critical to utilizing the framework effectively. Nurse researchers are well equipped to undertake such investigations but need to consider a number of political, societal, professional and organizational barriers to do so. By fully embracing the population health framework, nurse researchers have the opportunity to explore the multi-level influences on health and to develop, implement and evaluate interventions that target immediate needs, more distal factors and the intermediate processes that connect them.

Symptoms of acute stress disorder in mothers of premature infants.

PURPOSE: : To determine whether significant symptoms of acute stress disorder (ASD) are present in mothers of premature infants in the neonatal intensive care unit (NICU). SUBJECTS: : Forty mothers of premature infants born less than 33 weeks and admitted into NICU. DESIGN: : Prospective, cohort, within-subjects. METHODS: : Mothers completed the Stanford Acute Stress Reaction Questionnaire, Edinburgh Postnatal Depression Scale, and the Acute Stress Disorder Interview to explore the number and severity of stress-related symptoms at 2 separate time periods, 7 to 10 days after birth, and 1 month after birth. RESULTS: : Twenty-eight percent of the mothers met diagnostic criteria of ASD at 7 to 10 days after birth, and at 1 month after birth ASD symptoms persisted. The majority of the mothers described premature birth as a traumatic stressor. The most commonly met criteria were dissociation and anxiety. Significant symptoms of depression were found in 43% of mothers and persisted 1 month after birth. Rates of depression and moderate to severe symptoms of ASD were significantly related in mothers at 1 week and at 1 month after birth. CONCLUSIONS: : The premature birth experience is traumatic for mothers and may lead to various emotional responses including stress-related symptoms such as depression and/or ASD. Mothers with significant symptoms of depression and those with symptoms of stress seem to be more at risk for developing symptoms of ASD.

Do factors that influence pregnancy planning differ by maternal age? A population-based survey.

OBJECTIVE: The objectives of this analysis were to describe factors that influenced the decision to conceive among first-time mothers in two Canadian urban centres and to determine if these differed according to the age at which a woman became a mother. METHODS: Women who had given birth to their first live born infant between July 2002 and September 2003 in Calgary and Edmonton were randomly selected from regional notice of birth databases. Women were contacted by telephone, and those who agreed to participate completed a 20-minute survey over the telephone. This analysis was conducted using data from participants with a planned pregnancy. RESULTS: The top three factors that influenced childbearing among women planning a pregnancy were similar regardless of age. They were being in a secure relationship (97%), feeling in control of one's life (82%), and feeling prepared to parent (77%). Less than 30% of women reported career goals as being "very important" in their decision. Women under 25 years of age were less likely than women 25 years or older to indicate the following as being "very important" in the timing of starting a family: being in a stable job (32%), owning a home (36%), financial security (42%), educational training (36%), and career goals (9%) (all P < 0.001). CONCLUSION: This information provides a basis for developing strategies to support couples in their efforts to balance the age-related biomedical risks of delaying childbearing with a desire for relationship security and other factors that strongly influence childbearing decisions.

High gestational weight gain and the risk of preterm birth and low birth weight: a systematic review and meta-analysis.

OBJECTIVE: Many women have high gestational weight gain (GWG), but potential neonatal consequences are not yet well quantified. We sought to determine the relationship between high GWG and preterm birth (PTB) and low birth weight (LBW) in singleton births. DATA SOURCES: We searched Medline and Embase and reference lists. STUDY SELECTION: Two assessors independently performed all steps. We selected studies assessing high total or weekly GWG on PTB (< 37 weeks) and LBW (< 2500 grams). DATA EXTRACTION AND SYNTHESIS: Thirty-eight studies, 24 cohort and 14 case-control, were included involving 2 124 907 women. Most contained unadjusted data. Women with high total GWG had a decreased risk overall of PTB < 37 weeks (relative risk [RR] 0.75; 95% CI 0.60 to 0.96), PTB 32 to 36 weeks (RR 0.70; 95% CI 0.70 to 0.71), and < 32 weeks (RR 0.87; 95% CI 0.85 to 0.90). High GWG was associated with lower risk of LBW (RR 0.64; 95% CI 0.53 to 0.78). Women with the highest GWG had lower risks of LBW (RR 0.55; 95% CI 0.32 to 0.94) than women with moderately high GWG (RR 0.73; 95% CI 0.60 to 0.89). Women with the highest weekly GWG had greater risks of PTB (RR 1.51; 95% CI 1.47 to 1.55) than women with moderately high weekly GWG (RR 1.09; 95% CI 1.05 to 1.13). Women with high weekly GWG were at increased risk of PTB 32 to 36 weeks (RR 1.14; 95% CI 1.10 to 1.17 and < 32 weeks (RR 1.81; 95% CI 1.73 to 1.90). CONCLUSION: Although women with high total GWG have lower unadjusted risks of PTB and LBW, high weekly GWG is associated with increased PTB, and more adjusted studies are needed, as are more studies in obese women. Potential benefits of high GWG for the infant must be balanced against maternal risks and other known infant risks such as high birth weight.

The feasibility and effectiveness of emergency department based hypertension screening: a systematic review.

PURPOSE: Hypertension is a highly prevalent risk factor for cardiovascular disease, and its early identification and management results in reductions in morbidity and mortality. Our objectives were to: (1) determine the extent to which the emergency department (ED) has been used to screen patients for undiagnosed hypertension; (2) estimate the incidence of undiagnosed hypertension in the ED population; (3) identify and describe the programs for ED hypertension screening; and (4) determine the feasibility of ED-based hypertension screening programs and the requirements for further study. DATA SOURCES: An online search of databases (i.e., OVID Search, CINAHL, Scopus, Web of Science), unpublished sources (i.e., ProQuest Dissertation & Theses and Papers First), and grey literature (i.e., OpenSIGLE and the New York Academy of Grey Literature) was conducted. A manual search of the reference lists of relevant studies was also completed. CONCLUSION: Hypertension screening in the ED is feasible. Individuals with elevated blood pressure (BP) in the ED should be referred for follow-up. Further study is needed to develop an ED screening tool that is predictive of persistently elevated BP in undiagnosed individuals. IMPLICATIONS FOR PRACTICE: Nurse practitioners in the ED should identify patients with elevated BP, provide hypertension education, and ensure appropriate intervention and referral.

A systematic review of the psychometric properties of self-report research utilization measures used in healthcare.

BACKGROUND: In healthcare, a gap exists between what is known from research and what is practiced. Understanding this gap depends upon our ability to robustly measure research utilization. OBJECTIVES: The objectives of this systematic review were: to identify self-report measures of research utilization used in healthcare, and to assess the psychometric properties (acceptability, reliability, and validity) of these measures. METHODS: We conducted a systematic review of literature reporting use or development of self-report research utilization measures. Our search included: multiple databases, ancestry searches, and a hand search. Acceptability was assessed by examining time to complete the measure and missing data rates. Our approach to reliability and validity assessment followed that outlined in the Standards for Educational and Psychological Testing. RESULTS: Of 42,770 titles screened, 97 original studies (108 articles) were included in this review. The 97 studies reported on the use or development of 60 unique self-report research utilization measures. Seven of the measures were assessed in more than one study. Study samples consisted of healthcare providers (92 studies) and healthcare decision makers (5 studies). No studies reported data on acceptability of the measures. Reliability was reported in 32 (33%) of the studies, representing 13 of the 60 measures. Internal consistency (Cronbach's Alpha) reliability was reported in 31 studies; values exceeded 0.70 in 29 studies. Test-retest reliability was reported in 3 studies with Pearson's r coefficients > 0.80. No validity information was reported for 12 of the 60 measures. The remaining 48 measures were classified into a three-level validity hierarchy according to the number of validity sources reported in 50% or more of the studies using the measure. Level one measures (n = 6) reported evidence from any three (out of four possible) Standards validity sources (which, in the case of single item measures, was all applicable validity sources). Level two measures (n = 16) had evidence from any two validity sources, and level three measures (n = 26) from only one validity source. CONCLUSIONS: This review reveals significant underdevelopment in the measurement of research utilization. Substantial methodological advances with respect to construct clarity, use of research utilization and related theory, use of measurement theory, and psychometric assessment are required. Also needed are improved reporting practices and the adoption of a more contemporary view of validity (i.e., the Standards) in future research utilization measurement studies.

Validation of the conceptual research utilization scale: an application of the standards for educational and psychological testing in healthcare.

BACKGROUND: There is a lack of acceptable, reliable, and valid survey instruments to measure conceptual research utilization (CRU). In this study, we investigated the psychometric properties of a newly developed scale (the CRU Scale). METHODS: We used the Standards for Educational and Psychological Testing as a validation framework to assess four sources of validity evidence: content, response processes, internal structure, and relations to other variables. A panel of nine international research utilization experts performed a formal content validity assessment. To determine response process validity, we conducted a series of one-on-one scale administration sessions with 10 healthcare aides. Internal structure and relations to other variables validity was examined using CRU Scale response data from a sample of 707 healthcare aides working in 30 urban Canadian nursing homes. Principal components analysis and confirmatory factor analyses were conducted to determine internal structure. Relations to other variables were examined using: (1) bivariate correlations; (2) change in mean values of CRU with increasing levels of other kinds of research utilization; and (3) multivariate linear regression. RESULTS: Content validity index scores for the five items ranged from 0.55 to 1.00. The principal components analysis predicted a 5-item 1-factor model. This was inconsistent with the findings from the confirmatory factor analysis, which showed best fit for a 4-item 1-factor model. Bivariate associations between CRU and other kinds of research utilization were statistically significant (p < 0.01) for the latent CRU scale score and all five CRU items. The CRU scale score was also shown to be significant predictor of overall research utilization in multivariate linear regression. CONCLUSIONS: The CRU scale showed acceptable initial psychometric properties with respect to responses from healthcare aides in nursing homes. Based on our validity, reliability, and acceptability analyses, we recommend using a reduced (four-item) version of the CRU scale to yield sound assessments of CRU by healthcare aides. Refinement to the wording of one item is also needed. Planned future research will include: latent scale scoring, identification of variables that predict and are outcomes to conceptual research use, and longitudinal work to determine CRU Scale sensitivity to change.

Functional outcomes after neonatal open cardiac surgery: comparison of survivors of the Norwood staged procedure and the arterial switch operation.

BACKGROUND: Improvements in long-term survival of children undergoing the Norwood staged procedure and the arterial switch operation have resulted in the need to prepare these at-risk children for each stage of their developmental trajectory, including school readiness. This study describes and compares functional outcomes following the Norwood staged procedure and arterial switch operations. METHODS: This prospective inception cohort study comprised a sample of 73 children (71% boys) who had the Norwood staged procedure (n = 28) or the arterial switch operation (n = 45) at the age of 6 weeks or younger at the Stollery Children's Hospital, Edmonton, Alberta, between 2002 and 2005. We excluded children who had chromosomal abnormalities or cerebral palsy. When children were 18-24 months of age, parents completed the Adaptive Behavioral Assessment System II. Standard scores for the domains are mean 100, standard deviation (15); skill area scaled scores, 10 (3). Student's t-test with Bonferonni correction was used to compare groups. RESULTS: This population has greater than four times the number of children delayed on the General Adaptive Composite than the normative group. Functional outcomes were similar in the two groups other than those of home living (Norwood: 8.8 (2.8) compared with arterial switch: 11.2 (3.1), t = 3.389, p = 0.001) and self-care (Norwood: 5.9 (3.5) versus arterial switch: 8.1 (2.6), t = 3.140, p = 0.002). CONCLUSION: These survivors are at increased risk for delayed functional abilities. Self-care, necessary for independence and confidence as children reach school age, was particularly low in the Norwood group. Reasons for low self-care abilities require further study.

Comparison of costs and associated outcomes between women choosing newly integrated autonomous midwifery care and matched controls: a pilot study.

OBJECTIVE: In response to consumer demand and a critical shortage of Canadian maternity care providers, provinces have integrated or are in the process of integrating midwives into their health care systems. We compared the costs and outcomes of newly integrated, autonomous midwifery care with existing health care services in the province of Alberta. METHODS: Alberta Health and Wellness cost data from (1) physician fee-for-service, (2) outpatient, and (3) inpatient records, as well as outcome data from vital statistics records, were compared between participants in a midwifery integration project and individually matched women who received standard perinatal care during the same time period. Records of births occurring within the same time frame were matched according to risk score, maternal age, parity, and postal code. RESULTS: For women who chose midwifery care, an average saving of $1172 per course of care was realized without adversely affecting maternal or neonatal outcomes. Cost reductions are partially realized through provision of out-of-hospital health services. Women who chose midwifery care had more prenatal visits (P < 0.01) and fewer inductions of labour (P < 0.01); their babies had greater gestational ages (P < 0.05) and higher birth weights (P < 0.05) than controls. The sample size was insufficient to compare events associated with extremely high costs, or rare or catastrophic outcomes. CONCLUSION: Regulated and publicly funded midwifery care appears to be an effective intervention for low-risk women who make this choice. When compared with existing care, autonomous care by newly integrated midwives does not increase health care costs.

Midline location of tumour is a risk factor for postoperative vomiting in children requiring posterior fossa tumour resection.

Children requiring posterior fossa brain tumour surgery form a unique and significant neuro-oncology population. Postoperative vomiting (POV) is a problem for these children. Also, severe vomiting that is refractory to treatment has been seen clinically in these children, but it is not well described in the literature. A subgroup of children requiring surgery for posterior fossa brain tumours (n=153) from a larger six-year retrospective chart audit (n=249) at two Canadian children's hospitals were reviewed for the presence of no, mild, moderate, and severe POV. Inter-rater reliability was established at 94% following a blinded process of comparing POV severity rankings between two data collector/researchers. Discrepancies were resolved through discussion in order to establish a consensus severity score. Findings from multivariable logistic regression analyses indicated that when age and intraoperative use of ondansetron were controlled for, the location of a tumour in a midline location had no overall effect (adjusted OR=1.37, 95% confidence interval: 0.64-2.96, p=0.43), but greater odds of severe vomiting (adjusted OR=7.08, 95% confidence interval: 2.56-19.64, p<0.001). These results support theories of modulation of vomiting by the medullary midline and clinical observations that children with midline posterior fossa tumours are at greater risk for severe refractory vomiting. The development of clinical practice guidelines and further research to study the effectiveness of novel, multimodal antiemetic therapies are required for this patient population.

Modifiable risk factors for term large for gestational age births.

To determine modifiable and nonmodifiable risk factors for term large for gestational age (T-LGA) births in Northern and Central Alberta and their public health importance, a retrospective cohort study (n = 115,198) of singleton live births (1996-2003) was conducted using maternal and newborn data from a provincial perinatal database. After adjusting for potential confounders, predictors of T-LGA births included prepregnancy weight 91 kg or greater, multiparity, and previous LGA birth. The strongest modifiable predictor was prepregnancy weight 91 kg or greater (OR = 2.52; CI 2.39, 2.65). The population-attributable risk percentage for prepregnancy weight 91 kg or greater was 10%.

Children's vomiting following posterior fossa surgery: A retrospective study.

BACKGROUND: Nausea and vomiting is a problem for children after neurosurgery and those requiring posterior fossa procedures appear to have a high incidence. This clinical observation has not been quantified nor have risk factors unique to this group of children been elucidated. METHODS: A six year retrospective chart audit at two Canadian children's hospitals was conducted. The incidence of nausea and vomiting was extracted. Hierarchical multivariable logistic regression was used to quantify risk and protective factors at 120 hours after surgery and early vs. late vomiting. RESULTS: The incidence of vomiting over a ten day postoperative period was 76.7%. Documented vomiting ranged from single events to greater than 20 over the same period. In the final multivariable model: adolescents (age 12 to <17) were less likely to vomit by 120 hours after surgery than other age groups; those who received desflurane, when compared to all other volatile anesthetics, were more likely to vomit, yet the use of ondansetron with desflurane decre kelihood. Children who had intraoperative ondansetron were more likely to vomit in the final multivariable model (perhaps because of its use, in the clinical judgment of the anesthesiologist, for children considered at risk). Children who started vomiting in the first 24 hours were more likely to be school age (groups 4 to <7 and 7 to <12) and receive desflurane. Nausea was not well documented and was therefore not analyzed. CONCLUSION: The incidence of vomiting in children after posterior fossa surgery is sufficient to consider all children requiring these procedures to be at high risk for POV. Nausea requires better assessment and documentation.

Effect of older maternal age on the risk of spontaneous preterm labor: a population-based study.

To determine if older maternal age (35 years and older) at first birth was an independent risk factor for spontaneous preterm labor, we conducted a retrospective population-based cohort study. Using provincial perinatal data, we developed separate risk models for low- and high-risk women using multivariate logistic regression. We found that older maternal age exerted a direct and independent effect on spontaneous preterm labor for both nulliparous women with no preexisting chronic illnesses or pregnancy complications (low-risk) and nulliparous women who did not have any preexisting chronic illnesses, but developed one or more pregnancy complications (high-risk).

Predictors of nurse absenteeism in hospitals: a systematic review.

AIM: This study aimed to identify and examine predictors of short-term absences of staff nurses working in hospital settings reported in the research literature. BACKGROUND: Front-line staff nurse absenteeism contributes to discontinuity of patient care, decreased staff morale and is costly to healthcare. EVALUATION: A systematic review of studies from 1986 to 2006, obtained through electronic searches of 10 online databases led to inclusion of 16 peer-reviewed research articles. Seventy potential predictors of absenteeism were examined and analysed using content analysis. KEY ISSUE: Our findings showed that individual 'nurses' prior attendance records', 'work attitudes' (job satisfaction, organizational commitment and work/job involvement) and 'retention factors' reduced nurse absenteeism, whereas 'burnout' and 'job stress' increased absenteeism. Remaining factors examined in the literature did not significantly predict nurse absenteeism. CONCLUSIONS: Reasons underlying absenteeism among staff nurses are still poorly understood. Lack of robust theory about nursing absenteeism may underlie the inconsistent results found in this review. Further theory development and research is required to explore the determinants of short-term absenteeism of nurses in acute care hospitals. IMPLICATIONS FOR NURSING MANAGEMENT: Work environment factors that increase nurses' job satisfaction, and reduce burnout and job stress need to be considered in managing staff nurse absenteeism.

The efficacy of 5-HT3 receptor antagonists for the prevention of postoperative vomiting following craniotomy: two studies in children and young adults.

The purpose of this meta-analysis was to estimate the efficacy of prophylactic administration of 5-HT3 receptor antagonists for postoperative vomiting (POV) in pediatric craniotomy patients at 24 hours. By updating a previously published systematic literature search, we found a recently published pediatric study to combine with the one already identified. The two published randomized placebo-controlled trials were combined for a total of 135 participants aged 2 to 20 (79 treatment and 56 controls). The only study drug was ondansetron. The combined relative risk (RR) of vomiting was not statistically significant in the treatment group compared to the control group (RR = 0.77; 95% CI: 0.50-1.19). There was also no evidence of efficacy for ondansetron in reducing the use of rescue antiemetics in the treatment group compared to the control group (RR = .71; 95% CI: 0.34-1.49). While combining these randomized placebo-controlled trials did not show efficacy for ondansetron in preventing POV in craniotomy patients aged 2 to 20, a clinically significant effect cannot be excluded, as even the combined sample size remained small. Thus, there is no current evidence for or against this class of drugs for preventing POV in children after craniotomy, and clinical decision-making must be based on studies in other populations and clinical experience. Ongoing assessment of nausea and vomiting and ongoing evaluation of the effectiveness of treatments in individual children and young adults remains an essential part of perianesthesia and postoperative neuroscience nursing.

Addressing nonresponse bias in postal surveys.

Postal surveys are sometimes thought of as a simple option for collecting data in community-based studies; however, nurse researchers must exercise care in appropriately addressing the issue of nonresponse. In particular, both the reporters and the users of such research should look beyond survey response rates when considering nonresponse bias. This article describes the benefits of using postal surveys in public health nursing research, while noting the various potential sources of survey error. Particular attention is directed to the implications of low survey response rates, including decreased power, increased standard error, and nonresponse bias. The belief that increasing response rates will necessarily reduce nonresponse bias is discussed, with an emphasis on the need to identify the reasons for nonresponse and to be judicious in the use of strategies to reduce nonresponse bias. Common response-enhancement strategies are identified, while noting the potential for these strategies to increase nonresponse bias. Assessment of the presence and magnitude of nonresponse bias is discussed, and techniques for postsurvey data adjustment are noted. The need to consider nonresponse bias in designing all phases of the study is highlighted, and is exemplified with a case study.

Prognostic models and risk scores: can we accurately predict postoperative nausea and vomiting in children after craniotomy?

Postoperative nausea and vomiting (PONV) is a problem for many children after craniotomy. Prognostic models and risk scores help identify who is at risk for an adverse event such as PONV to help guide clinical care. The purpose of this article is to assess whether an existing prognostic model or risk score can predict PONV in children after craniotomy. The concepts of transportability, calibration, and discrimination are presented to identify what is required to have a valid tool for clinical use. Although previous work may inform clinical practice and guide future research, existing prognostic models and risk scores do not appear to be options for predicting PONV in children undergoing craniotomy. However, until risk factors are further delineated, followed by the development and validation of prognostic models and risk scores that include children after craniotomy, clinical judgment in the context of current research may serve as a guide for clinical care in this population.