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Featured researches published by Qianqian Zhao.


Developmental Medicine & Child Neurology | 2014

Cognitive development in children with new onset epilepsy

Paul J. Rathouz; Qianqian Zhao; Jana E. Jones; Daren C. Jackson; David A. Hsu; Carl E. Stafstrom; Michael Seidenberg; Bruce P. Hermann

To characterize the prospective trajectory of cognitive development in children with new or recent onset epilepsy from baseline to 5 to 6 years after diagnosis.


Surgery | 2014

Quantifying technical skills during open operations using video-based motion analysis

Carly E. Glarner; Yue Yung Hu; Chia Hsiung Chen; Robert G. Radwin; Qianqian Zhao; Mark W. Craven; Douglas A. Wiegmann; Carla M. Pugh; Matthew J. Carty; Caprice C. Greenberg

INTRODUCTION Objective quantification of technical operative skills in surgery remains poorly defined, although the delivery of and training in these skills is essential to the profession of surgery. Attempts to measure hand kinematics to quantify operative performance primarily have relied on electromagnetic sensors attached to the surgeons hand or instrument. We sought to determine whether a similar motion analysis could be performed with a marker-less, video-based review, allowing for a scalable approach to performance evaluation. METHODS We recorded six reduction mammoplasty operations-a plastic surgery procedure in which the attending and resident surgeons operate in parallel. Segments representative of surgical tasks were identified with Multimedia Video Task Analysis software. Video digital processing was used to extract and analyze the spatiotemporal characteristics of hand movement. RESULTS Attending plastic surgeons appear to use their nondominant hand more than residents when cutting with the scalpel, suggesting more use of countertraction. While suturing, attendings were more ambidextrous, with smaller differences in movement between their dominant and nondominant hands than residents. Attendings also seem to have more conservation of movement when performing instrument tying than residents, as demonstrated by less nondominant hand displacement. These observations were consistent within procedures and between the different attending plastic surgeons evaluated in this fashion. CONCLUSION Video motion analysis can be used to provide objective measurement of technical skills without the need for sensors or markers. Such data could be valuable in better understanding the acquisition and degradation of operative skills, providing enhanced feedback to shorten the learning curve.


JAMA Surgery | 2015

Development of a List of High-Risk Operations for Patients 65 Years and Older

Margaret L Schwarze; Amber E. Barnato; Paul J. Rathouz; Qianqian Zhao; Heather B. Neuman; Emily R. Winslow; Gregory D. Kennedy; Yue Yung Hu; Christopher M. Dodgion; Alvin C. Kwok; Caprice C. Greenberg

IMPORTANCE No consensus exists regarding the definition of high-risk surgery in older adults. An inclusive and precise definition of high-risk surgery may be useful for surgeons, patients, researchers, and hospitals. OBJECTIVE To develop a list of high-risk operations. DESIGN, SETTING, AND PARTICIPANTS Retrospective cohort study and modified Delphi procedure. The setting included all Pennsylvania acute care hospitals (Pennsylvania Health Care Cost Containment Council [PHC4] April 1, 2001, to December 31, 2007) and a nationally representative sample of US acute care hospitals (Nationwide Inpatient Sample [NIS], Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality January 1, 2001, to December 31, 2006). Patients included were those 65 years and older admitted to PHC4 hospitals and those 18 years and older admitted to NIS hospitals. We identified International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) procedure codes associated with at least 1% inpatient mortality in the PHC4. We used a modified Delphi procedure with 5 board-certified surgeons to further refine this list by excluding nonoperative procedures and operations that were unlikely to be the proximate cause of mortality and were instead a marker of critical illness (eg, tracheostomy). We then cross-validated this list of ICD-9-CM codes in the NIS. MAIN OUTCOMES AND MEASURES Modified Delphi procedure consensus of at least 4 of 5 panelists and proportion agreement in the NIS. RESULTS Among 4,739,522 admissions of patients 65 years and older in the PHC4, a total of 2,569,589 involved a procedure, encompassing 2853 unique procedures. Of 1130 procedures associated with a crude inpatient mortality of at least 1%, 264 achieved consensus as high-risk operations by the modified Delphi procedure. The observed inpatient mortality in the NIS was at least 1% for 227 of 264 procedures (86%) in patients 65 years and older. The pooled inpatient mortality for these identified high-risk procedures performed on patients 65 years and older was double the pooled inpatient mortality for correspondingly identified high-risk operations for patients younger than 65 years (6% vs 3%). CONCLUSIONS AND RELEVANCE We developed a list of procedure codes to identify high-risk surgical procedures in claims data. This list of high-risk operations can be used to standardize the definition of high-risk surgery in quality and outcomes-based studies and to design targeted clinical interventions.


Developmental Medicine & Child Neurology | 2015

Longitudinal trajectories of behavior problems and social competence in children with new onset epilepsy

Qianqian Zhao; Paul J. Rathouz; Jana E. Jones; Daren C. Jackson; David A. Hsu; Carl E. Stafstrom; Michael Seidenberg; Bruce P. Hermann

To characterize the prospective trajectory of parent‐reported behavior and social competence problems in children with new or recent onset epilepsy from diagnosis to 5 to 6 years after diagnosis compared to healthy control participants.


JAMA Surgery | 2017

A framework to improve surgeon communication in high-stakes surgical decisions best case/worst case

Lauren J. Taylor; Michael J. Nabozny; Nicole M. Steffens; Jennifer L. Tucholka; Karen J. Brasel; Sara K. Johnson; Amy Zelenski; Paul J. Rathouz; Qianqian Zhao; Kristine L. Kwekkeboom; Toby C. Campbell; Margaret L. Schwarze

Importance Although many older adults prefer to avoid burdensome interventions with limited ability to preserve their functional status, aggressive treatments, including surgery, are common near the end of life. Shared decision making is critical to achieve value-concordant treatment decisions and minimize unwanted care. However, communication in the acute inpatient setting is challenging. Objective To evaluate the proof of concept of an intervention to teach surgeons to use the Best Case/Worst Case framework as a strategy to change surgeon communication and promote shared decision making during high-stakes surgical decisions. Design, Setting, and Participants Our prospective pre-post study was conducted from June 2014 to August 2015, and data were analyzed using a mixed methods approach. The data were drawn from decision-making conversations between 32 older inpatients with an acute nonemergent surgical problem, 30 family members, and 25 surgeons at 1 tertiary care hospital in Madison, Wisconsin. Interventions A 2-hour training session to teach each study-enrolled surgeon to use the Best Case/Worst Case communication framework. Main Outcomes and Measures We scored conversation transcripts using OPTION 5, an observer measure of shared decision making, and used qualitative content analysis to characterize patterns in conversation structure, description of outcomes, and deliberation over treatment alternatives. Results The study participants were patients aged 68 to 95 years (n = 32), 44% of whom had 5 or more comorbid conditions; family members of patients (n = 30); and surgeons (n = 17). The median OPTION 5 score improved from 41 preintervention (interquartile range, 26-66) to 74 after Best Case/Worst Case training (interquartile range, 60-81). Before training, surgeons described the patient’s problem in conjunction with an operative solution, directed deliberation over options, listed discrete procedural risks, and did not integrate preferences into a treatment recommendation. After training, surgeons using Best Case/Worst Case clearly presented a choice between treatments, described a range of postoperative trajectories including functional decline, and involved patients and families in deliberation. Conclusions and Relevance Using the Best Case/Worst Case framework changed surgeon communication by shifting the focus of decision-making conversations from an isolated surgical problem to a discussion about treatment alternatives and outcomes. This intervention can help surgeons structure challenging conversations to promote shared decision making in the acute setting.


Critical Care Medicine | 2016

Trajectories and Prognosis of Older Patients Who Have Prolonged Mechanical Ventilation After High-Risk Surgery.

Michael J. Nabozny; Amber E. Barnato; Paul J. Rathouz; Jeffrey A. Havlena; Amy J.H. Kind; William J. Ehlenbach; Qianqian Zhao; Katie Ronk; Maureen A. Smith; Caprice C. Greenberg; Margaret L. Schwarze

Objectives:Surgical patients often receive routine postoperative mechanical ventilation with excellent outcomes. However, older patients who receive prolonged mechanical ventilation may have a significantly different long-term trajectory not fully captured in 30-day postoperative metrics. The objective of this study is to describe patterns of mortality and hospitalization for Medicare beneficiaries 66 years old and older who have major surgery with and without prolonged mechanical ventilation. Design:Retrospective cohort study. Setting:Hospitals throughout the United States. Patients:Five percent random national sample of elderly Medicare beneficiaries (age ≥ 66 yr) who underwent 1 of 227 operations previously defined as high risk during an inpatient stay at an acute care hospital between January 1, 2005, and November 30, 2009. Interventions:None. Measurements and Main Results:We identified 117,917 episodes for older patients who had high-risk surgery; 4% received prolonged mechanical ventilation during the hospitalization. Patients who received prolonged mechanical ventilation had higher 1-year mortality rate than patients who did not have prolonged ventilation (64% [95% CI, 62–65%] vs 17% [95% CI, 16.4–16.9%]). Thirty-day survivors who received prolonged mechanical ventilation had a 1-year mortality rate of 47% (95% CI, 45–48%). Thirty-day survivors who did not receive prolonged ventilation were more likely to be discharged home than patients who received prolonged ventilation 71% versus 10%. Patients who received prolonged ventilation and were not discharged by postoperative day 30 had a substantially increased 1-year mortality (adjusted hazard ratio, 4.39 [95% CI, 3.29–5.85]) compared with patients discharged home by day 30. Hospitalized 30-day survivors who received prolonged mechanical ventilation and died within 6 months of their index procedure spent the majority of their remaining days hospitalized. Conclusions:Older patients who require prolonged mechanical ventilation after high-risk surgery and survive 30 days have a significant 1-year risk of mortality and high burdens of treatment. This difficult trajectory should be considered in surgical decision making and has important implications for surgeons, intensivists, and patients.


Obstetrics & Gynecology | 2015

Risk factors for early-occurring and late-occurring incisional hernias after primary laparotomy for ovarian cancer.

R. Spencer; Kristin D Hayes; Stephen L. Rose; Qianqian Zhao; Paul J Rathouz; Laurel W. Rice; Ahmed Al-Niaimi

OBJECTIVE: To evaluate a cohort of gynecologic oncology patients to discover risk factors for early- and late-occurring incisional hernia after midline incision for ovarian cancer. METHODS: We collected retrospective data from patients undergoing primary laparotomy for ovarian cancer at the University of Wisconsin Hospitals and Clinics from 2001 to 2007. Patient characteristics and potential risk factors for hernia formation were noted. Physical examination, abdominal computerized assisted tomography scans, or both were used to detect hernias 1 year after surgery (early hernia) and 2 years after surgery (late hernia). RESULTS: There were 265 patients available for the 1-year analysis and 189 patients for the 2-year analysis. Early and late hernia formation occurred in 9.8% (95% confidence interval [CI] 6.2–12%) and an additional 7.9% (95% CI 4.1–12%) of patients, respectively. Using multiple logistic regression, poor nutritional status (albumin less than 3 g/dL) and suboptimal cytoreductive surgery (1 cm or greater residual tumor) were significantly associated with the formation of early incisional hernia after midline incision (P<.001 for both). Late hernia formation was associated only with age 65 years or older (P=.01). CONCLUSION: The formation of early incisional hernias after midline incision is associated with poor nutritional status and suboptimal cytoreductive surgery, whereas late hernia formation is associated with advanced age. LEVEL OF EVIDENCE: II


BMJ Open | 2017

Navigating high-risk surgery: protocol for a multisite, stepped wedge, cluster-randomised trial of a question prompt list intervention to empower older adults to ask questions that inform treatment decisions

Lauren J. Taylor; Paul J. Rathouz; Ana Berlin; Karen J. Brasel; Anne C. Mosenthal; Emily Finlayson; Zara Cooper; Nicole M. Steffens; Nora Jacobson; Anne Buffington; Jennifer L. Tucholka; Qianqian Zhao; Margaret L. Schwarze

Introduction Older patients frequently undergo operations that carry high risk for postoperative complications and death. Poor preoperative communication between patients and surgeons can lead to uninformed decisions and result in unexpected outcomes, conflict between surgeons and patients, and treatment inconsistent with patient preferences. This article describes the protocol for a multisite, cluster-randomised trial that uses a stepped wedge design to test a patient-driven question prompt list (QPL) intervention aimed to improve preoperative decision making and inform postoperative expectations. Methods and analysis This Patient-Centered Outcomes Research Institute-funded trial will be conducted at five academic medical centres in the USA. Study participants include surgeons who routinely perform vascular or oncological surgery, their patients and families. We aim to enrol 40 surgeons and 480 patients over 24 months. Patients age 65 or older who see a study-enrolled surgeon to discuss a vascular or oncological problem that could be treated with high-risk surgery will be enrolled at their clinic visit. Together with stakeholders, we developed a QPL intervention addressing preoperative communication needs of patients considering major surgery. Guided by the theories of self-determination and relational autonomy, this intervention is designed to increase patient activation. Patients will receive the QPL brochure and a letter from their surgeon encouraging its use. Using audio recordings of the outpatient surgical consultation, patient and family member questionnaires administered at three time points and retrospective chart review, we will compare the effectiveness of the QPL intervention to usual care with respect to the following primary outcomes: patient engagement in decision making, psychological well-being and post-treatment regret for patients and families, and interpersonal and intrapersonal conflict relating to treatment decisions and treatments received. Ethics and dissemination Approvals have been granted by the Institutional Review Board at the University of Wisconsin and at each participating site, and a Certificate of Confidentiality has been obtained. Results will be reported in peer-reviewed publications and presented at national meetings. Trial registration number NCT02623335.


Laryngoscope | 2016

Practice variations in voice treatment selection following vocal fold mucosal resection.

Jaime Moore; Paul J. Rathouz; Jeffrey A. Havlena; Qianqian Zhao; Seth H. Dailey; Maureen A. Smith; Caprice C. Greenberg; Nathan V. Welham

To characterize initial voice treatment selection following vocal fold mucosal resection in a Medicare population.


Epileptic Disorders | 2017

Control groups in paediatric epilepsy research: do first-degree cousins show familial effects?

Melissa Hanson; Blaise Morrison; Jana Jones; Daren C. Jackson; Dace Almane; Michael Seidenberg; Qianqian Zhao; Paul J. Rathouz; Bruce P. Hermann

To determine whether first-degree cousins of children with idiopathic focal and genetic generalized epilepsies show any association across measures of cognition, behaviour, and brain structure. The presence/absence of associations addresses the question of whether and to what extent first-degree cousins may serve as unbiased controls in research addressing the cognitive, psychiatric, and neuroimaging features of paediatric epilepsies. Participants were children (aged 8-18) with epilepsy who had at least one first-degree cousin control enrolled in the study (n=37) and all enrolled cousin controls (n=100). Participants underwent neuropsychological assessment and brain imaging (cortical, subcortical, and cerebellar volumes), and parents completed the Child Behaviour Checklist (CBCL). Data (based on 42 outcome measures) from cousin controls were regressed on the corresponding epilepsy cognitive, behavioural, and imaging measures in a linear mixed model and case/control correlations were examined. Of the 42 uncorrected correlations involving cognitive, behavioural, and neuroimaging measures, only two were significant (p<0.05). The median correlation was 0.06. A test for whether the distribution of p values deviated from the null distribution under no association was not significant (p>0.25). Similar results held for the cognition/behaviour and brain imaging measures separately. Given the lack of association between cases and first-degree cousin performances on measures of cognition, behaviour, and neuroimaging, the results suggest a non-significant genetic influence on control group performance. First-degree cousins appear to be unbiased controls for cognitive, behavioural, and neuroimaging research in paediatric epilepsy.

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Paul J. Rathouz

University of Wisconsin-Madison

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Caprice C. Greenberg

University of Wisconsin-Madison

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Bruce P. Hermann

University of Wisconsin-Madison

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Daren C. Jackson

University of Wisconsin-Madison

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David A. Hsu

University of Wisconsin-Madison

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Jana E. Jones

University of Wisconsin-Madison

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Jeffrey A. Havlena

University of Wisconsin-Madison

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Maureen A. Smith

University of Wisconsin-Madison

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Michael Seidenberg

Rosalind Franklin University of Medicine and Science

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Amber E. Barnato

University of Wisconsin-Madison

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