Jonathan Shaw

All Publications

• Improving contraceptive choice for military servicewomen: better provision serves both women and deployment planning. BMJ sexual & reproductive health Shaw, J. G., Shaw, K. A. 2019; 45 (2): 86–87

  View details for PubMedID 31000570

• Primary Care 2.0: Design of a Transformational Team-Based Practice Model to Meet the Quadruple Aim. American journal of medical quality : the official journal of the American College of Medical Quality Brown-Johnson, C. G., Chan, G. K., Winget, M., Shaw, J. G., Patton, K., Hussain, R., Olayiwola, J. N., Chang, S., Mahoney, M. 2018: 1062860618802365

  Abstract

  A new transformational model of primary care is needed to address patient care complexity and provider burnout. An 18-month design effort (2015-2016) included the following: (1) Needs Finding, (2) Integrated Facility Design, (3) Design Process Assessment, and (4) Development of Evaluation. Initial outcome metrics were assessed. The design team successfully applied Integrated Facility Design to primary care transformation design; qualitative survey results suggest that design consensus was facilitated by team-building activities. Initial implementation of Quadruple Aim-related outcome metrics showed positive trends. Redesign processes may benefit from emphasis on team building to facilitate consensus and increased patient involvement to incorporate patient voices successfully.

  View details for PubMedID 30409021

• Selection of Higher Risk Pregnancies into Veterans Health Administration Programs: Discoveries from Linked Department of Veterans Affairs and California Birth Data. Health services research Shaw, J. G., Joyce, V. R., Schmitt, S. K., Frayne, S. M., Shaw, K. A., Danielsen, B., Kimerling, R., Asch, S. M., Phibbs, C. S. 2018

  Abstract

  OBJECTIVE: To describe variation in payer and outcomes in Veterans' births.DATA/SETTING: Secondary data analyses of deliveries in California, 2000-2012.STUDY DESIGN: We performed a retrospective, population-based study of all live births to Veterans (confirmed via U.S. Department of Veterans Affairs (VA) enrollment records), to identify payer and variations in outcomes among: (1) Veterans using VA coverage and (2) Veteran vs. all other births. We calculated odds ratios (aOR) adjusted for age, race, ethnicity, education, and obstetric demographics.METHODS: We anonymously linked VA administrative data for all female VA enrollees with California birth records.PRINCIPAL FINDINGS: From 2000 to 2012, we identified 17,495 births to Veterans. VA covered 8.6 percent (1,508), Medicaid 17.3 percent, and Private insurance 47.6 percent. Veterans who relied on VA health coverage had more preeclampsia (aOR 1.4, CI 1.0-1.8) and more cesarean births (aOR 1.2, CI 1.0-1.3), and, despite similar prematurity, trended toward more neonatal intensive care (NICU) admissions (aOR 1.2, CI 1.0-1.4) compared to Veterans using other (non-Medicaid) coverage. Overall, Veterans' birth outcomes (all-payer) mirrored California's birth outcomes, with the exception of excess NICU care (aOR 1.15, CI 1.1-1.2).CONCLUSIONS: VA covers a higher risk fraction of Veterans' births, justifying maternal care coordination and attention to the maternal-fetal impacts of Veterans' comorbidities.

  View details for PubMedID 30198185

• Reproductive Health of Women Veterans: A Systematic Review of the Literature from 2008 to 2017. Seminars in reproductive medicine Katon, J. G., Zephyrin, L., Meoli, A., Hulugalle, A., Bosch, J., Callegari, L., Galvan, I. V., Gray, K. E., Haeger, K. O., Hoffmire, C., Levis, S., Ma, E. W., Mccabe, J. E., Nillni, Y. I., Pineles, S. L., Reddy, S. M., Savitz, D. A., Shaw, J. G., Patton, E. W. 2018; 36 (6): 315–22

  Abstract

  The literature on the reproductive health and healthcare of women Veterans has increased dramatically, though there are important gaps. This article aims to synthesize recent literature on reproductive health and healthcare of women Veterans. We updated a literature search to identify manuscripts published between 2008 and July 1, 2017. We excluded studies that were not original research, only included active-duty women, or had few women Veterans in their sample. Manuscripts were reviewed using a standardized abstraction form. We identified 52 manuscripts. Nearly half (48%) of the new manuscripts addressed contraception and preconception care (n = 15) or pregnancy (n = 10). The pregnancy and family planning literature showed that (1) contraceptive use and unintended pregnancy among women Veterans using VA healthcare is similar to that of the general population; (2) demand for VA maternity care is increasing; and (3) women Veterans using VA maternity care are a high-risk population for adverse pregnancy outcomes. A recurrent finding across topics was that history of lifetime sexual assault and mental health conditions were highly prevalent among women Veterans and associated with a wide variety of adverse reproductive health outcomes across the life course. The literature on women Veterans' reproductive health is rapidly expanding, but remains largely observational. Knowledge gaps persist in the areas of sexually transmitted infections, infertility, and menopause.

  View details for PubMedID 31003246

• Deployment and Preterm Birth Among US Army Soldiers. American journal of epidemiology Shaw, J. G., Nelson, D. A., Shaw, K. A., Woolaway-Bickel, K., Phibbs, C. S., Kurina, L. M. 2018; 187 (4): 687–95

  Abstract

  With increasing integration of women into combat roles in the US military, it is critical to determine whether deployment, which entails unique stressors and exposures, is associated with adverse reproductive outcomes. Few studies have examined whether deployment increases the risk of preterm birth; no studies (to our knowledge) have examined a recent cohort of servicewomen. We therefore used linked medical and administrative data from the Stanford Military Data Repository for all US Army soldiers with deliveries between 2011 and 2014 to estimate the associations of prior deployment, recency of deployment, and posttraumatic stress disorder with spontaneous preterm birth (SPB), adjusting for sociodemographic, military-service, and health-related factors. Of 12,877 deliveries, 6.1% were SPBs. The prevalence was doubled (11.7%) among soldiers who delivered within 6 months of their return from deployment. Multivariable discrete-time logistic regression models indicated that delivering within 6 months of return from deployment was strongly associated with SPB (adjusted odds ratio = 2.1, 95% confidence interval: 1.5, 2.9). Neither multiple past deployments nor posttraumatic stress disorder was significantly associated with SPB. Within this cohort, timing of pregnancy in relation to deployment was identified as a novel risk factor for SPB. Increased focus on servicewomen's pregnancy timing and predeployment access to reproductive counseling and effective contraception is warranted.

  View details for PubMedID 29370332

• Effect of an Intensive Outpatient Program to Augment Primary Care for High-Need Veterans Affairs Patients: A Randomized Clinical Trial. JAMA internal medicine Zulman, D. M., Pal Chee, C., Ezeji-Okoye, S. C., Shaw, J. G., Holmes, T. H., Kahn, J. S., Asch, S. M. 2017; 177 (2): 166-175

  Abstract

  Many organizations are adopting intensive outpatient care programs for high-need patients, yet little is known about their effectiveness in integrated systems with established patient-centered medical homes.To evaluate how augmenting the Veterans Affairs (VA) medical home (Patient Aligned Care Teams [PACT]) with an Intensive Management program (ImPACT) influences high-need patients' costs, health care utilization, and experience.Randomized clinical trial at a single VA facility. Among 583 eligible high-need outpatients whose health care costs or hospitalization risk were in the top 5% for the facility, 150 were randomly selected for ImPACT; the remaining 433 received standard PACT care.The ImPACT multidisciplinary team addressed health care needs and quality of life through comprehensive patient assessments, intensive case management, care coordination, and social and recreational services.Primary difference-in-difference analyses examined changes in health care costs and acute and extended care utilization over a 16-month baseline and 17-month follow-up period. Secondary analyses estimated the intervention's effect on ImPACT participants (using randomization as an instrument) and for patients with key sociodemographic and clinical characteristics. ImPACT participants' satisfaction and activation levels were assessed using responses to quality improvement surveys administered at baseline and 6 months.Of 140 patients assigned to ImPACT, 96 (69%) engaged in the program (mean [SD] age, 68.3 [14.2] years; 89 [93%] male; mean [SD] number of chronic conditions, 10 [4]; 62 [65%] had a mental health diagnosis; 21 [22%] had a history of homelessness). After accounting for program costs, adjusted person-level monthly health care expenditures decreased similarly for ImPACT and PACT patients (difference-in-difference [SE] -$101 [$623]), as did acute and extended care utilization rates. Among respondents to the ImPACT follow-up survey (n = 54 [56% response rate]), 52 (96%) reported that they would recommend the program to others, and pre-post analyses revealed modest increases in satisfaction with VA care (mean [SD] increased from 2.90 [0.72] to 3.16 [0.60]; P = .04) and communication (mean [SD] increased from 2.99 [0.74] to 3.18 [0.60]; P = .03).Intensive outpatient care for high-need patients did not reduce acute care utilization or costs compared with standard VA care, although there were positive effects on experience among patients who participated. Implementing intensive outpatient care programs in integrated settings with well-established medical homes may not prevent hospitalizations or achieve substantial cost savings.clinicaltrials.gov Identifier: NCT02932228.

  View details for DOI 10.1001/jamainternmed.2016.8021

  View details for PubMedID 28027338

• Social Isolation and Medicare Spending: Among Older Adults, Objective Isolation Increases Expenditures While Loneliness Does Not Journal of Aging and Health Shaw, J. G., Farid, M., Noel-Miller, C., Joseph, N., Houser, A., Asch, S. M., Bhattacharya, J., Flowers, L. 2017; 29 (7): 1119-1143

  Abstract

  Evaluate objective isolation and loneliness' impact on Medicare spending and outcomes.We linked Health and Retirement Study data to Medicare claims to analyze objective isolation (scaled composite of social contacts and network) and loneliness (positive response to 3-item loneliness scale) as predictors of subsequent Medicare spending. In multivariable regression adjusting for health and demographics, we determined marginal differences in Medicare expenditures. Secondary outcomes included spending by setting, and mortality.Objective isolation predicts greater spending, $1,644(p<0.001) per beneficiary annually, whereas loneliness predicts reduced spending, -$768(p<0.001). Increased spending concentrated in inpatient and nursing-home (SNF) care; despite more healthcare, objectively isolated beneficiaries had 31%(p<0.001) greater risk of death. Loneliness did not predict SNF use nor mortality, but predicted slightly less inpatient and outpatient care.Objectively isolated seniors have higher Medicare spending, driven by increased hospitalization and institutionalization, and face greater mortality. Policies supporting social connectedness could reap significant savings.

  View details for DOI 10.1177/0898264317703559

  View details for PubMedCentralID PMC5847278

• Posttraumatic Stress Disorder and Risk of Spontaneous Preterm Birth OBSTETRICS AND GYNECOLOGY Shaw, J. G., Asch, S. M., Kimerling, R., Frayne, S. M., Shaw, K. A., Phibbs, C. S. 2014; 124 (6): 1111-1119

  Abstract

  To evaluate the association between antenatal posttraumatic stress disorder (PTSD) and spontaneous preterm delivery.We identified antenatal PTSD status and spontaneous preterm delivery in a retrospective cohort of 16,334 deliveries covered by the Veterans Health Administration from 2000 to 2012. We divided mothers with PTSD into those with diagnoses present the year before delivery (active PTSD) and those only with earlier diagnoses (historical PTSD). We identified spontaneous preterm birth and potential confounders including age, race, military deployment, twins, hypertension, substance use, depression, and results of military sexual trauma screening and then performed multivariate regression to estimate adjusted odds ratio (OR) of spontaneous preterm delivery as a function of PTSD status.Of 16,334 births, 3,049 (19%) were to mothers with PTSD diagnoses, of whom 1,921 (12%) had active PTSD. Spontaneous preterm delivery was higher in those with active PTSD (9.2%, n=176) than those with historical (8.0%, n=90) or no PTSD (7.4%, n=982) before adjustment (P=.02). The association between PTSD and preterm birth persisted, when adjusting for covariates, only in those with active PTSD (adjusted OR 1.35, 95% confidence interval [CI] 1.14-1.61). Analyses adjusting for comorbid psychiatric and medical diagnoses revealed the association with active PTSD to be robust.In this cohort, containing an unprecedented number of PTSD-affected pregnancies, mothers with active PTSD were significantly more likely to suffer spontaneous preterm birth with an attributable two excess preterm births per 100 deliveries (95% CI 1-4). Posttraumatic stress disorder's health effects may extend, through birth outcomes, into the next generation.

  View details for DOI 10.1097/AOG.0000000000000542

  View details for Web of Science ID 000345341100008

• High-Need Patients' Goals and Goal Progress in a Veterans Affairs Intensive Outpatient Care Program. Journal of general internal medicine Hsu, K. Y., Slightam, C., Shaw, J. G., Tierney, A., Hummel, D. L., Goldstein, M. K., Chang, E. T., Boothroyd, D., Zulman, D. M. 2019

  Abstract

  BACKGROUND: Healthcare systems nationwide are implementing intensive outpatient care programs to optimize care for high-need patients; however, little is known about these patients' personal goals and factors associated with goal progress.OBJECTIVE: To describe high-need patients' goals, and to identify factors associated with their goal progress DESIGN: Retrospective cohort study PARTICIPANTS: A total of 113 high-need patients participated in a single-site Veterans Affairs intensive outpatient care program.MAIN MEASURES: Two independent reviewers examined patients' goals recorded in the electronic health record, categorized each goal into one of three domains (medical, behavioral, or social), and determined whether patients attained goal progress during program participation. Logistic regression was used to determine factors associated with goal progress.RESULTS: The majority (n=72, 64%) of the 113 patients attained goal progress. Among the 100 (88%) patients with at least one identified goal, 58 set goal(s) in the medical domain; 60 in the behavioral domain; and 52 in the social domain. Within each respective domain, 41 (71%) attained medical goal progress; 34 (57%) attained behavioral goal progress; and 32 (62%) attained social goal progress. Patients with mental health condition(s) (aOR 0.3; 95% CI 0.1-0.9; p=0.03) and those living alone (aOR 0.4; 95% CI 0.1-1.0; p=0.05) were less likely to attain goal progress. Those with mental health condition(s) and those who were living alone were least likely to attain goal progress (interaction aOR 0.1 compared to those with neither characteristic; 95% CI 0.0-0.7; p=0.02).CONCLUSIONS: Among high-need patients participating in an intensive outpatient care program, patient goals were fairly evenly distributed across medical, behavioral, and social domains. Notably, individuals living alone with mental health conditions were least likely to attain progress. Future care coordination interventions might incorporate strategies to address this gap, e.g., broader integration of behavioral and social service components.

  View details for DOI 10.1007/s11606-019-05010-w

  View details for PubMedID 31140094

• Transdisciplinary Strategies for Physician Wellness: Qualitative Insights from Diverse Fields. Journal of general internal medicine Schwartz, R., Haverfield, M. C., Brown-Johnson, C., Maitra, A., Tierney, A., Bharadwaj, S., Shaw, J. G., Azimpour, F., Thadaney Israni, S., Verghese, A., Zulman, D. M. 2019

  Abstract

  While barriers to physician wellness have been well detailed, concrete solutions are lacking.We looked to professionals across diverse fields whose work requires engagement and interpersonal connection with clients. The goal was to identify effective strategies from non-medical fields that could be applied to preserve physician wellness.We conducted semi-structured interviews with 30 professionals outside the field of clinical medicine whose work involves fostering effective connections with individuals.Professionals from diverse professions, including the protective services (e.g., police officer, firefighter), business/finance (e.g., restaurateur, salesperson), management (e.g., CEO, school principal), education, art/design/entertainment (e.g., professional musician, documentary filmmaker), community/social services (e.g., social worker, chaplain), and personal care/services (e.g., massage therapist, yoga instructor).Interviews covered strategies that professionals use to initiate and maintain relationships, practices that cultivate professional fulfillment and preserve wellness, and techniques that facilitate emotional presence during interactions. Data were coded using an inductive thematic analysis approach.Professionals identified self-care strategies at both institutional and individual levels that support wellness. Institutional-level strategies include scheduling that allows for self-care, protected time to connect with colleagues, and leadership support for debriefing after traumatic events. Individual strategies include emotionally protective distancing techniques and engagement in a bidirectional exchange that is central to interpersonal connection and professional fulfillment.In this exploratory study, the purposive sampling technique and single representative per occupation could limit the generalizability of findings.Across diverse fields, professionals employ common institutional and personal wellness strategies that facilitate meaningful engagement, support collegiality, and encourage processing after intense events. The transdisciplinary nature of these wellness strategies highlights universal underpinnings that support wellbeing in those engaging in people-oriented professions.

  View details for PubMedID 31037542

• Obstetric Outcomes in U.S. Veterans: Emerging Knowledge, Considerations, and Gaps. Seminars in reproductive medicine Hugin, M., Shaw, J. G. 2019

  Abstract

  In the post-9/11 era, the number of young women serving, and deploying, in the military grew rapidly; as they exit service, there is tremendous increase in reproductive-aged women Veterans. Here, we review the limited but growing research regarding Veterans' pregnancy and obstetric outcomes. U.S. women Veterans returning from deployment carry a high burden of physical and mental health conditions, and often trauma. As poor mental health is known to predict poorer maternal and infant sequelae, there are unique concerns around perinatal outcomes in Veterans. Accordingly, there is new attention to their reproductive risks and needs-evidenced by recent research and programmatic efforts within the VA. Emerging research suggests that the unique health profiles of pregnant Veterans, including prevalent posttraumatic stress disorder, predict increased risk of preterm birth, preeclampsia, and gestational diabetes. In the most contemporary large study, relying on California birth data, Veterans who relied on VA for their health care coverage were high risk, with increased rates of preeclampsia and Cesarean delivery. Additionally, Veterans' infants (compared with non-Veterans') were more likely to require NICU care. Additional research is needed to explore upstream factors leading to these poorer outcomes. Current effort to coordinate VA and non-VA care for Veteran mothers is warranted.

  View details for DOI 10.1055/s-0039-1692128

  View details for PubMedID 31185514

• Reproductive Health of Women Veterans: A Systematic Review of the Literature from 2008 to 2017 SEMINARS IN REPRODUCTIVE MEDICINE Katon, J. G., Zephyrin, L., Meoli, A., Hulugalle, A., Bosch, J., Callegari, L., Galvan, I. V., Gray, K. E., Haeger, K. O., Hoffmire, C., Levis, S., Ma, E. W., Mccabe, J. E., Nillni, Y. I., Pineles, S. L., Reddy, S. M., Savitz, D. A., Shaw, J. G., Patton, E. W. 2018; 36 (6): 315–22

  View details for DOI 10.1055/s-0039-1678750

  View details for Web of Science ID 000466199300003

• FOSTERING PATIENT-PROVIDER CONNECTION DURING CLINICAL ENCOUNTERS: INSIGHTS FROM NON-MEDICAL PROFESSIONALS Schwartz, R., Brown-Johnson, C., Haverfield, M. C., Tierney, A. A., Bharadwaj, S., Zionts, D. L., Romero, I., Piccininni, G., Shaw, J. G., Thadaney, S., Azimpour, F., Verghese, A., Zulman, D. M. SPRINGER. 2018: S200

  View details for Web of Science ID 000442641400264

• THE PREVALENCE OF PELVIC FLOOR DISORDERS IN ACTIVE DUTY FEMALE SOLDIERS: DATA FROM THE STANFORD MILITARY DATA REPOSITORY Rogo-Gupta, L., Nelson, D., Young-Lin, N., Shaw, J., Kurina, L. WILEY. 2018: S567–S568

  View details for Web of Science ID 000427016100082

• Sourcebook: Women Veterans in the Veterans Health Administration. Volume 4: Longitudinal Trends in Sociodemographics, Utilization, Health Profile, and Geographic Distribution. Frayne, S. M., Phibbs, C. S., Saechao, F., Friedman, S. A., Shaw, J. G., Romodan, Y., Berg, E., Lee, J., Ananth, L., Iqbal, S., Hayes, P., Haskell, S. Women’s Health Evaluation Initiative, Women’s Health Services, Veterans Health Administration, Department of Veterans Affairs. Washington DC. 2018

  Abstract

  https://www.womenshealth.va.gov/WOMENSHEALTH/docs/WHS_Sourcebook_Vol-IV_508c.pdf

• Contraception in US servicewomen: emerging knowledge, considerations, and needs CURRENT OPINION IN OBSTETRICS & GYNECOLOGY Harrington, L. A., Shaw, K. A., Shaw, J. G. 2017; 29 (6): 431–36

  Abstract

  We describe current literature regarding contraceptive use among women serving in the military. We explore the state of contraceptive use by female servicewomen, gaps in knowledge, special considerations, and evidence of unmet needs.Recent data on US servicewomen show that overall rates of contraceptive use remain low. Data highlight disparities and suggest barriers to contraceptive uptake persist, with contraceptive use being lower around the time of deployment. Methods that do not require daily use or prescription refills, such as long-acting reversible contraception (LARC) - intrauterine devices and contraceptive implants - may be distinctly well suited for service and deployment. Two contemporary studies document growing popularity of LARC methods among female members of the military, possibly driven by a surge in contraceptive implant use. Nonetheless, LARC appears to remain underutilized.Despite no-cost provision, the importance of preventing unplanned pregnancy, and the potential benefits of cycle control during service, emerging data about the US military suggest barriers to and underutilization of contraception, particularly LARC. Research is needed to explore preferences and tailor contraceptive counseling to servicewomen. Existing and future work can inform efforts to standardize military provider training and ensure all servicewomen are appropriately counseled and have timely access to any method they may choose.

  View details for PubMedID 28915159

• Long-Acting Reversible Contraceptive Placement Among Active-Duty U.S. Army Servicewomen. Obstetrics and gynecology Erickson, A. K., Nelson, D. A., Shaw, J. G., Loftus, P. D., Kurina, L. M., Shaw, K. A. 2017; 129 (5): 800-809

  Abstract

  To quantify uptake of long-acting reversible contraceptives (LARC)-intrauterine devices (IUDs) and hormonal implants-among U.S. Army active-duty female soldiers and identify characteristics associated with uptake.This retrospective cohort study used the Stanford Military Data Repository, which includes all digitally recorded health encounters for active-duty U.S. Army soldiers from 2011 to 2014. We analyzed data from women aged 18-44 years to assess rates of LARC initiation using medical billing codes. We then evaluated predictors of LARC initiation using multivariable regression.Among 114,661 servicewomen, 14.5% received a LARC method; among those, 60% received an IUD. Intrauterine device insertions decreased over the study period (38.7-35.9 insertions per 1,000 women per year, β=0.14, 95% confidence interval [CI] -0.23 to -0.05, P<.05), whereas LARC uptake increased, driven by an increase in implant insertions (20.3-35.4/1,000 women per year, β=0.41, CI 0.33-0.48, P<.001). Younger age was a positive predictor of LARC uptake: 32.4% of IUD users and 62.6% of implant users were in the youngest age category (18-22 years) compared with 9.6% and 2.0% in the oldest (36-44 years). The likelihood of uptake among the youngest women (compared with oldest) was most marked for implants (adjusted relative risk 7.12, CI 5.92-8.55; P<.001). A total of 26.2% of IUD users had one child compared with 13.2% among non-LARC users (adjusted relative risk 1.94, CI 1.85-2.04, P<.001). The majority (52.2%) of those initiating IUDs were married, which was predictive of uptake over never-married women (adjusted relative risk 1.52, CI 1.44-1.59, P<.001).Among servicewomen, we observed low but rising rates of LARC insertion, driven by increasing implant use. Unmarried and childless soldiers were less likely to initiate LARC. These findings are consistent with potential underutilization and a need for education about LARC safety and reversibility in a population facing unique consequences for unintended pregnancies.

  View details for DOI 10.1097/AOG.0000000000001971

  View details for PubMedID 28383371

• Post-traumatic Stress Disorder and Antepartum Complications: a Novel Risk Factor for Gestational Diabetes and Preeclampsia PAEDIATRIC AND PERINATAL EPIDEMIOLOGY Shaw, J. G., Asch, S. M., Katon, J. G., Shaw, K. A., Kimerling, R., Frayne, S. M., Phibbs, C. S. 2017; 31 (3): 185-194

  Abstract

  Prior work shows that Post-traumatic Stress Disorder (PTSD) predicts an increased risk of preterm birth, but the causal pathway(s) are uncertain. We evaluate the associations between PTSD and antepartum complications to explore how PTSD's pathophysiology impacts pregnancy.This retrospective cohort analysis of all Veterans Health Administration (VA)-covered deliveries from 2000-12 used the data of VA clinical and administration. Mothers with current PTSD were identified using the ICD-9 diagnostic codes (i.e. code present during the antepartum year), as were those with historical PTSD. Medical and administrative data were used to identify the relevant obstetric diagnoses, demographics and health, and military deployment history. We used Poisson regression with robust error variance to derive the adjusted relative risk estimates (RR) for the association of PTSD with five clinically relevant antepartum complications [gestational diabetes (GDM), preeclampsia, gestational hypertension, growth restriction, and abruption]. Secondary outcomes included proxies for obstetric complexity (repeat hospitalisation, prolonged delivery hospitalisation, and caesarean delivery).Of the 15 986 singleton deliveries, 2977 (19%) were in mothers with PTSD diagnoses (1880 (12%) current PTSD). Mothers with the complication GDM were 4.9% and those with preeclampsia were 4.6% of all births. After adjustment, a current PTSD diagnosis (reference = no PTSD) was associated with an increased risk of GDM (RR 1.4, 95% confidence interval (CI) 1.2, 1.7) and preeclampsia (RR 1.3, 95% CI 1.1, 1.6). PTSD also predicted prolonged (>4 day) delivery hospitalisation (RR 1.2, 95% CI 1.01, 1.4), and repeat hospitalisations (RR 1.4, 95% CI 1.2, 1.6), but not caesarean delivery.The observed association of PTSD with GDM and preeclampsia is consistent with our nascent understanding of PTSD as a disruptor of neuroendocrine and cardiovascular health.

  View details for DOI 10.1111/ppe.12349

  View details for Web of Science ID 000400170000004

  View details for PubMedID 28328031

• Interpretation of epidemiologic studies very often lacked adequate consideration of confounding. Journal of clinical epidemiology Hemkens, L. G., Ewald, H., Naudet, F., Ladanie, A., Shaw, J. G., Sajeev, G., Ioannidis, J. P. 2017

  Abstract

  Confounding bias is a most pervasive threat to validity of observational epidemiologic research. We assessed whether authors of observational epidemiologic studies consider confounding bias when interpreting the findings.We randomly selected 120 cohort or case-control studies published in 2011 and 2012 by the general medical, epidemiologic, and specialty journals with the highest impact factors. We used Web of Science to assess citation metrics through January 2017.Sixty-eight studies (56.7%, 95% confidence interval: 47.8-65.5%) mentioned "confounding" in the Abstract or Discussion sections, another 20 (16.7%; 10.0-23.3%) alluded to it, and there was no mention or allusion at all in 32 studies (26.7%; 18.8-34.6%). Authors often acknowledged that for specific confounders, there was no adjustment (34 studies; 28.3%) or deem it possible or likely that confounding affected their main findings (29 studies; 24.2%). However, only two studies (1.7%; 0-4.0%) specifically used the words "caution" or "cautious" for the interpretation because of confounding-related reasons and eventually only four studies (3.3%; 0.1-6.5%) had limitations related to confounding or any other bias in their Conclusions. Studies mentioning that the findings were possibly or likely affected by confounding were more frequently cited than studies with a statement that findings were unlikely affected (median 6.3 vs. 4.0 citations per year, P = 0.04).Many observational studies lack satisfactory discussion of confounding bias. Even when confounding bias is mentioned, authors are typically confident that it is rather irrelevant to their findings and they rarely call for cautious interpretation. More careful acknowledgment of possible impact of confounding is not associated with lower citation impact.

  View details for PubMedID 28943377

• Social Isolation and Medicare Spending: Among Older Adults, Objective Social Isolation Increases Expenditures while Loneliness Does Not. Journal of aging and health Shaw, J. G., Farid, M., Noel-Miller, C., Joseph, N., Houser, A., Asch, S. M., Bhattacharya, J., Flowers, L. 2017; 29 (7): 1119–43

  Abstract

  Evaluate objective isolation and loneliness' impact on Medicare spending and outcomes.We linked Health and Retirement Study data to Medicare claims to analyze objective isolation (scaled composite of social contacts and network) and loneliness (positive response to 3-item loneliness scale) as predictors of subsequent Medicare spending. In multivariable regression adjusting for health and demographics, we determined marginal differences in Medicare expenditures. Secondary outcomes included spending by setting, and mortality.Objective isolation predicts greater spending, $1,644(p<0.001) per beneficiary annually, whereas loneliness predicts reduced spending, -$768(p<0.001). Increased spending concentrated in inpatient and nursing-home (SNF) care; despite more healthcare, objectively isolated beneficiaries had 31%(p<0.001) greater risk of death. Loneliness did not predict SNF use nor mortality, but predicted slightly less inpatient and outpatient care.Objectively isolated seniors have higher Medicare spending, driven by increased hospitalization and institutionalization, and face greater mortality. Policies supporting social connectedness could reap significant savings.

  View details for PubMedID 29545676

• Medicare Spends More on Socially Isolated Older Adults Flowers, L., Houser, A., Noel-Miller, C., Shaw, J., Bhattacharya, J., Schoemaker, L., Farid, M. AARP Public Policy Institute. Washington, DC. 2017 ; Insight on the Issues (125): 1–15
• Contraception in US servicewomen: emerging knowledge, considerations, and needs Current Opinion in Obstetrics and Gynecology Harrington, L. A., Shaw, K. A., Shaw, J. G. 2017; 29 (6): 431–436
• Partnered Research in Healthcare Delivery Redesign for High-Need, High-Cost Patients: Development and Feasibility of an Intensive Management Patient-Aligned Care Team (ImPACT) JOURNAL OF GENERAL INTERNAL MEDICINE Zulman, D. M., Ezeji-Okoye, S. C., Shaw, J. G., Hummel, D. L., Holloway, K. S., Smither, S. F., Breland, J. Y., Chardos, J. F., Kirsh, S., Kahn, J. S., Asch, S. M. 2014; 29: S861-S869

  Abstract

  We employed a partnered research healthcare delivery redesign process to improve care for high-need, high-cost (HNHC) patients within the Veterans Affairs (VA) healthcare system.Health services researchers partnered with VA national and Palo Alto facility leadership and clinicians to: 1) analyze characteristics and utilization patterns of HNHC patients, 2) synthesize evidence about intensive management programs for HNHC patients, 3) conduct needs-assessment interviews with HNHC patients (n = 17) across medical, access, social, and mental health domains, 4) survey providers (n = 8) about care challenges for HNHC patients, and 5) design, implement, and evaluate a pilot Intensive Management Patient-Aligned Care Team (ImPACT) for a random sample of 150 patients.HNHC patients accounted for over half (52 %) of VA facility patient costs. Most (94 %) had three or more chronic conditions, and 60 % had a mental health diagnosis. Formative data analyses and qualitative assessments revealed a need for intensive case management, care coordination, transitions navigation, and social support and services. The ImPACT multidisciplinary team developed care processes to meet these needs, including direct access to team members (including after-hours), chronic disease management protocols, case management, and rapid interventions in response to health changes or acute service use. Two-thirds of invited patients (n = 101) enrolled in ImPACT, 87 % of whom remained actively engaged at 9 months. ImPACT is now serving as a model for a national VA intensive management demonstration project.Partnered research that incorporated population data analysis, evidence synthesis, and stakeholder needs assessments led to the successful redesign and implementation of services for HNHC patients. The rigorous design process and evaluation facilitated dissemination of the intervention within the VA healthcare system.Employing partnered research to redesign care for high-need, high-cost patients may expedite development and dissemination of high-value, cost-saving interventions.

  View details for DOI 10.1007/s11606-014-3022-7

  View details for Web of Science ID 000345410200010

  View details for PubMedCentralID PMC4239286

• Gestational Diabetes and Hypertensive Disorders of Pregnancy Among Women Veterans Deployed in Service of Operations in Afghanistan and Iraq JOURNAL OF WOMENS HEALTH Katon, J., Mattocks, K., Zephyrin, L., Reiber, G., Yano, E. M., Callegari, L., Schwarz, E. B., Goulet, J., Shaw, J., Brandt, C., Haskell, S. 2014; 23 (10): 792-800

  View details for DOI 10.1089/jwh.2013.4681

  View details for Web of Science ID 000343237900005

• To sling or not to sling at time of abdominal sacrocolpopexy: a cost-effectiveness analysis. journal of urology Richardson, M. L., Elliott, C. S., Shaw, J. G., Comiter, C. V., Chen, B., Sokol, E. R. 2013; 190 (4): 1306-1312

  Abstract

  OBJECTIVES: To compare the cost-effectiveness of three strategies for use of a mid-urethral sling (MUS) to prevent occult stress urinary incontinence (SUI) in those undergoing abdominal sacrocolpopexy (ASC). METHODS: Using decision-analysis modeling, we compared cost-effectiveness over a 1 year post-operative time period of three treatment approaches: 1) ASC alone with deferred option for MUS; 2) ASC with universal concomitant MUS; and 3) preoperative urodynamic study (UDS) for selective MUS. Using published data, we modeled probabilities of SUI after ASC with or without MUS, the predictive value of UDS to detect occult SUI, and the likelihood of complications after MUS. Costs were derived from Medicare 2010 reimbursement rates. The main outcome modeled was incremental cost effectiveness ratio (ICER) per quality-adjusted life years (QALY) gained. In addition to base-case analysis, one-way sensitivity analyses were performed. RESULTS: In our model, universally performing MUS at the time of ASC was the most cost-effective approach, with an incremental cost per QALY gained of $2867 when compared to performing ASC alone. Preoperative UDS was more costly and less effective than universally performing intraoperative MUS. The cost-effectiveness of ASC + MUS was robust to sensitivity analysis, with a cost-effectiveness ratio consistently below $20,000 per QALY. CONCLUSIONS: Universal concomitant MUS is the most cost-effective prophylaxis strategy for occult SUI in women undergoing ASC. The use of pre-operative UDS to guide MUS placement at the time of ASC is not cost-effective.

  View details for DOI 10.1016/j.juro.2013.03.046

  View details for PubMedID 23524201

• Mifepristone-misoprostol dosing interval and effect on induction abortion times: a systematic review. Obstetrics and gynecology Shaw, K. A., Topp, N. J., Shaw, J. G., Blumenthal, P. D. 2013; 121 (6): 1335-1347

  Abstract

  To examine the effect of the interval between mifepristone and misoprostol administration on induction time (first misoprostol dose to abortion), total procedure time (mifepristone administration to abortion), and safety and efficacy in second-trimester induction abortion (13-24 weeks).We searched MEDLINE (1966-2012), ClinicalTrials.gov, POPLINE, and the Cochrane Controlled Trials Register using search terms for second trimester, abortion, misoprostol, and mifepristone and reviewed reference lists of published reports.Our search revealed 138 articles of which 29 met inclusion criteria: 20 randomized controlled trials and nine observational studies. Studies were included if, in any study arm, mifepristone and misoprostol were used for medical abortion in the second trimester.Two authors independently reviewed the articles and abstracted the data using standardized data abstraction templates to summarize data. Discrepancies were resolved by consensus. Three studies directly compared a 1-day to 2-day mifepristone-misoprostol interval; they showed small differences in median induction times (weighted average 7.3 hours, range 7-8.5 for a 1-day interval; weighted average 6.8 hours, range 6.3-7.2 for a 2-day interval) and no significant difference in percent expelled by 12 hours or 24 hours. When all randomized studies using mifepristone and misoprostol were pooled by comparable mifepristone-misoprostol interval and misoprostol dose, induction times (first misoprostol dose to expulsion) were only 1-2 hours longer for a 12- to 24-hour interval compared with a 36-48-hour interval, whereas total abortion times (mifepristone to expulsion) were at least 18 hours longer in the 36- to 48-hour group. Induction times varied by misoprostol dosing, with 400-microgram misoprostol protocols resulting in shorter induction times than 200-microgram protocols.Shortening the mifepristone-misoprostol interval, thereby reducing total abortion time, does not compromise the safety or efficacy of second-trimester medication abortion and may be used to accommodate patient or health care provider preference.

  View details for DOI 10.1097/AOG.0b013e3182932f37

  View details for PubMedID 23812471

• Attitudes of preclinical and clinical medical students toward interactions with the pharmaceutical industry ACADEMIC MEDICINE Hyman, P. L., Hochman, M. E., Shaw, J. G., Steinman, M. A. 2007; 82 (1): 94-99

  Abstract

  Medical school is a critical time for physicians in training to learn the professional norms of interacting with the pharmaceutical industry, yet little is known about how students' attitudes vary during the course of training. This study sought to determine students' opinions about pharmaceutical industry interactions with medical students and whether these opinions differ between preclinical and clinical students.The authors surveyed medical students at Harvard Medical School (HMS) from November 2003 through January 2004 using a six-question survey. The authors then analyzed how responses differed among the classes.Out of 723 questionnaires, 418 were returned--an overall response rate of 58%. A total of 107 (26%) students believed that it is appropriate for medical students to accept gifts from pharmaceutical companies, and 76 (18%) agreed that the medical school curriculum should include events sponsored by the pharmaceutical industry. Many students--253 (61%)--reported that they do not feel adequately educated about pharmaceutical industry-medical professionals' interactions. Preclinical and clinical students had similar opinions for the majority of their responses. Finally, students who reported feeling better educated about pharmaceutical industry interactions tended to be less skeptical of the industry and more likely to view interactions with the industry as appropriate.Students' opinions about interactions with the pharmaceutical industry were similar between preclinical and clinical students, suggesting that the current medical school experience may have limited impact on students' views about interactions with the pharmaceutical industry.

  View details for Web of Science ID 000243237200013

  View details for PubMedID 17198299