Abstract
Study design
Cross-sectional study
Objective
To examine prevalence of pregnancy and associations with sociodemographic and clinical factors among women with spinal cord injury (SCI)
Setting
U.S. National Spinal Cord Injury Database, an SCI registry that interviews participants 1, 5, and then every 5 years post-injury. Data include SCI clinical details, functional impairments, participation measures, depressive symptoms, and life satisfaction. Women ages 18-49 are asked about hospitalizations in the last year relating to pregnancy or its complications. Data represent 1,907 women, who completed 3,054 interviews.
Methods
We used generalized estimating equations to examine bivariable associations between pregnancy and clinical and psychosocial variables and to perform multivariable regressions predicting pregnancy.
Results
Across all women, 2.0% reported pregnancy during the prior 12 months. This annual prevalence differed significantly by years elapsed since injury; the highest rate occurred 15 years post-injury (3.7%). Bivariable analyses found that younger age at injury was significantly associated with current pregnancy (P < 0.0001). Compared with nonpregnant women, those reporting current pregancy were significantly more likely to be married or partnered, have sport-related SCI, have higher motor scores, and have more positive psychosocial status scores. Multivariable analyses found significant associations between current pregnancy and age, marital status, motor score, and mobility and occupation scale scores.
Conclusions
Current pregnancy rates among reproductive-aged women with SCI are similar to rates of other U.S. women with chronic mobility impairments. More information is needed about pregnancy experiences and outcomes to inform both women with SCI seeking childbearing and clinicians providing their care.
Keywords: spinal cord injury, disability, pregnancy, functional status, participation, life satisfaction
Introduction
Dramatic improvements in health outcomes for persons with spinal cord injury (SCI) over the last half century – and growing recognition that persons after SCI can live full, complex, and rich lives – have made becoming pregnant an increasingly accepted and successful option for women with SCI.(1,2) SCI does not typically affect the ability of women to conceive. Furthermore, women with new SCI are generally young, early in their reproductive years. Nonetheless, other concerns may pose barriers to conception and childbirth, including both physical and psychosocial factors. Although studies have examined pregnancy and birth outcomes among women with SCI,(2-5) most involve small samples and retrospective data collection, which often does not capture critical clinical characteristics.(6) Thus, even basic information about pregnancy rates among women with SCI is unknown.
This research used the National Spinal Cord Injury Database (NSCID), funded by the National Institute of Disability Rehabilitation and Research, to study pregnancy among 1,907 women with SCI treated at centers throughout the U.S. We examine pregnancy prevalence and associations with sociodemographic and clinical factors available in the NSCID. These data represent approximately 13% of persons with new SCIs annually in the U.S.(7)
Materials and Methods
Data Source and Study Participants
NSCID is described in detail elsewhere.(7,8) Briefly, since its inception in 1973, NSCID has received information from 28 federally-funded Spinal Cord Injury Model System centers, including patients’ demographics, injury and medical characteristics, and physical functioning during the initial hospitalization, rehabilitation, and post-injury years 1, 5, and every 5 years thereafter. Each follow-up also gathers data on psychosocial well-being and assistive technology. To qualify for NSCID and follow-up, individuals must have had a traumatic SCI, received acute care and inpatient rehabilitation services at a Spinal Cord Injury Model System center, and exhibited discernible neurological deficits.
We studied women enrolled in NSCID who received follow-up interviews from 2000 to 2013, when NSCID collected pregnancy data, and were ages 18-49 when interviewed. These 1,907 women accounted for 3,054 interviews.
Variable Definitions
NSCID recorded whether women were hospitalized during the 12 months prior to their interview as a result of uncomplicated childbirth or complications of pregnancy, childbirth, and the puerperium. This is the only information NSCID gathered relating to pregnancy; despite its limitations described below, it serves as our binary pregnancy indicator. For convenience, we refer to this indicator as “current pregnancy.”
Information on sociodemographic characteristics, SCI etiology, and primary bladder management method is obtained during the initial post-injury hospitalization and updated at follow-up. SCI level and injury completeness are assessed at discharge from the initial hospitalization using the International Standards for Neurological Classification of Spinal Cord Injury.(9) For analysis, we grouped participants into one of 3 categories: (1) tetraplegia with American Spinal Injury Association Impairment Scale (AIS) A, B, or C (Tetra ABC); (2) paraplegia with AIS A, B, or C (Para ABC); and (3) AIS D (AIS D).
At follow-up interviews, NSCID asks participants to rate their pain over the past 4 weeks as 0 (“no pain”) to 10 (“pain so severe [they] cannot stand it”). Subjective health is measured by the following question: “In general, would you say that your health is excellent, very good, good, fair or poor?” NSCID uses the motor component of the Functional Independence Measure (FIM) to quantify activity limitations by assessing performance in 4 areas: self-care, sphincter control, mobility, and locomotion. Total motor FIM scores range from 13 (complete dependence) to 91 (complete independence).(10)
We measured community participation using subscales of the Craig Handicap Assessment and Reporting Technique (CHART): physical independence, mobility, occupation, and social integration.(11) Each CHART subscale has scores ranging from 0 to 100, with higher scores reflecting greater participation. Because of their skewed distributions, we categorized each CHART subscale into 3 levels: scores 0-50, 51-75, and 76-100.
NSCID assesses the frequency of depressive symptoms over the past 2 weeks using the first 2 questions from the Patient Health Questionnaire (PHQ-9)(12): (1) Over the last 2 weeks, how often have you been bothered by having little interest or pleasure in doing things? and (2) Over the last 2 weeks, how often have you been bothered by feeling down, depressed, or hopeless? To assess subjective overall life satisfaction, NSCID uses the Satisfaction with Life Scale (SWLS).(13) SWLS contains 5 statements, each rated on a 7-point Likert-type scale with responses ranging from “strongly disagree” to “strongly agree.” Total scores range from 5 to 35, with higher scores reflecting greater life satisfaction. For analysis, we grouped SWLS scores into 3 categories: 5-14,15-29, and 30-35.
Statistical Analysis
We calculated the frequency and percentage of women with current pregnancy during a 12-month period, summarizing across the years elapsed since injury as well as calendar years. We conducted bivariable analyses with descriptive statistics to examine associations between current pregnancy and sociodemographic attributes, SCI etiology, neurological impairment, physical functioning, and psychosocial well-being. We used generalized estimating equations (GEE) to determine the statistical significance of comparisons between pregnant and non-pregnant women. GEE accounts for potential dependence among multiple interviews of the same woman.
We performed multivariable logistic regression with GEE modeling to identify factors significantly and independently associated with current pregnancy. We used backward model selection, beginning with a full model that included all variables with P < 0.35 in the preliminary bivariable analyses and sequentially removing the least significant variable from the model until all variables in the final model reached P < 0.05.
Statement of Ethics
We certify that all applicable institutional and governmental regulations concerning human subjects research was followed during the course of this study.
Results
Prevalence of Current Pregnancy
Across all women, 2.0% reported current pregnancy (i.e., experienced hospitalization during the past 12 months for a reason related to pregnancy). This annual prevalence differed significantly by years elapsed since injury (Table 1), with the highest rate reported at post-injury year 15 (3.7%). Prevalence rates varied slightly by calendar years (Table 1), but these differences did not reach statistical significance (P = 0.42, Table 2).
Table 1.
Time period | Total n | Current pregnancy | |
---|---|---|---|
n | % | ||
Years since spinal cord injury | |||
1 | 886 | 5 | 0.6% |
5 | 663 | 19 | 2.9 |
10 | 503 | 17 | 3.4 |
15 | 323 | 12 | 3.7 |
20 | 285 | 6 | 2.1 |
25 | 267 | 1 | 0.4 |
30 | 120 | 0 | – |
35 | 7 | 0 | – |
Total | 3,054 | 60 | 2.0% |
Calendar years of data collection | |||
2000-2002 | 482 | 9 | 1.9% |
2003-2005 | 649 | 8 | 1.2 |
2006-2008 | 775 | 20 | 2.6 |
2009-2011 | 709 | 13 | 1.8 |
2012-2013 | 439 | 10 | 2.3 |
Total | 3,054 | 60 | 2.0% |
Table 2.
Characteristics | Pregnant | Non-pregnant | P value* | ||
---|---|---|---|---|---|
n | (%) | N | (%) | ||
Total | 60 | (2.0) | 2,994 | (98.0) | |
Hispanic | |||||
Yes | 5 | (8.5) | 261 | (8.8) | 0.9947 |
No | 54 | (91.5) | 2,709 | (91.2) | |
Unknown | 1 | 24 | |||
Race | |||||
White | 45 | (75.0) | 2,273 | (77.7) | 0.8389 |
Black | 12 | (20.0) | 487 | (16.6) | |
Other | 3 | (5.0) | 166 | (5.7) | |
Unknown | 0 | 68 | |||
Marital Status | |||||
Married/significant other | 40 | (66.7) | 864 | (29.1) | < 0.0001 |
Single | 12 | (20.0) | 1,416 | (47.8) | |
Other | 8 | (13.3) | 685 | (23.1) | |
Unknown | 0 | 29 | |||
Education | |||||
< high school | 6 | (10.0) | 285 | (9.7) | 0.3476 |
High school | 25 | (41.7) | 1,488 | (50.5) | |
College or higher | 24 | (40.0) | 1,096 | (37.2) | |
Other | 5 | (8.3) | 80 | (2.7) | |
Unknown | 0 | 45 | |||
Employment | |||||
Employed | 21 | (35.0) | 800 | (27.2) | 0.0897 |
Unemployed/other | 36 | (60.0) | 1,819 | (61.7) | |
Student/trainee | 3 | (5.0) | 327 | (11.1) | |
Unknown | 0 | 48 | |||
Etiology | |||||
Vehicular crash | 41 | (68.3) | 1,950 | (65.2) | 0.0353 |
Violence | 5 | (8.3) | 345 | (11.5) | |
Sports | 9 | (15.0) | 223 | (7.5) | |
Falls | 2 | (3.3) | 303 | (10.1) | |
Other | 3 | (5.0) | 171 | (5.7) | |
Unknown | 0 | 2 | |||
Injury year | |||||
1972-1985 | 3 | (5.0) | 487 | (16.3) | 0.0009 |
1986-2000 | 37 | (61.7) | 1,242 | (41.5) | |
2001-2012 | 20 | (33.3) | 1,265 | (42.3) | |
Years since injury | |||||
1 and 5 | 24 | (40.0) | 1,525 | (50.9) | 0.0059 |
10 and 15 | 29 | (48.3) | 797 | (26.6) | |
20 and more | 7 | (11.7) | 672 | (22.4) | |
Bladder management | |||||
Indwelling catheter | 11 | (18.3) | 851 | (28.9) | 0.3052 |
ICP | 24 | (40.0) | 1,222 | (41.5) | |
Catheter-free | 2 | (3.3) | 49 | (1.7) | |
Other/none | 3 | (5.0) | 148 | (5.0) | |
Normal | 20 | (33.3) | 677 | (23.0) | |
Unknown | 0 | 47 | |||
Self-perceived health | |||||
Excellent | 10 | (17.0) | 414 | (14.6) | 0.3621 |
Very good | 14 | (23.7) | 887 | (31.3) | |
Good | 21 | (35.6) | 958 | (33.8) | |
Fair | 13 | (22.0) | 462 | (16.3) | |
Poor | 1 | (1.7) | 117 | (4.1) | |
Unknown | 1 | 156 | |||
PHQ-9 Question 1 | |||||
Not at all | 35 | (60.3) | 1,592 | (56.8) | 0.4283 |
Several days | 11 | (19.0) | 742 | (26.5) | |
>half the days | 6 | (10.3) | 207 | (7.4) | |
Nearly every day | 6 | (10.3) | 261 | (9.3) | |
Unknown/declined | 2 | 192 | |||
PHQ-9 Question 2 | |||||
Not at all | 34 | (58.6) | 1,556 | (55.5) | 0.8351 |
Several days | 14 | (24.1) | 812 | (29.0) | |
>half the days | 4 | (6.9) | 181 | (6.5) | |
Nearly every day | 6 | (10.3) | 255 | (9.1) | |
Unknown | 2 | 190 | |||
Calendar years | |||||
2000-2002 | 9 | (15.0) | 473 | (15.8) | 0.4167 |
2003-2005 | 8 | (13.3) | 641 | (21.4) | |
2006-2008 | 20 | (33.3) | 755 | (25.2) | |
2009-2011 | 13 | (21.7) | 696 | (23.3) | |
2012-2013 | 10 | (16.7) | 429 | (14.3) | |
AIS at discharge | |||||
A | 27 | (46.6) | 1,493 | (51.3) | 0.4095 |
B | 5 | (8.6) | 412 | (14.2) | |
C | 9 | (15.5) | 367 | (12.6) | |
D | 17 | (29.3) | 637 | (21.9) | |
E | 0 | (0.0) | 0 | (0.0) | |
U | 2 | 85 | |||
Level of injury at discharge | |||||
Paraplegic | 35 | (60.3) | 1,541 | (52.9) | 0.2162 |
Tetraplegic | 23 | (39.7) | 1,375 | (47.2) | |
Normal | 0 | (0.0) | 0 | (0.0) | |
Unknown | 2 | 78 | |||
Neurological Category at discharge | |||||
Tetra ABC | 12 | (20.7) | 985 | (33.9) | 0.0581 |
Para ABC | 29 | (50.0) | 1,287 | (44.2) | |
D | 17 | (29.3) | 637 | (21.9) | |
Unknown | 2 | 85 | |||
CHART: physical independence | |||||
0-50 | 1 | (1.7) | 508 | (17.9) | < 0.0001 |
51-75 | 4 | (6.8) | 281 | (9.9) | |
76-100 | 54 | (91.5) | 2,055 | (72.3) | |
Unknown | 1 | 150 | |||
CHART: mobility | |||||
0-50 | 1 | (1.8) | 488 | (17.3) | < 0.0001 |
51-75 | 16 | (28.6) | 569 | (20.2) | |
76-100 | 39 | (69.6) | 1,767 | (62.6) | |
Unknown | 4 | 170 | |||
CHART: occupation | |||||
0-50 | 4 | (7.1) | 888 | (31.7) | <.0001 |
51-75 | 4 | (7.1) | 295 | (10.5) | |
76-100 | 48 | (85.7) | 1,620 | (57.8) | |
Unknown | 4 | 191 | |||
CHART: social integration | |||||
0-50 | 2 | (3.5) | 222 | (8.0) | 0.0368 |
51-75 | 2 | (3.5) | 244 | (8.8) | |
76-100 | 53 | (93.0) | 2,308 | (83.2) | |
Unknown | 3 | 220 | |||
Satisfaction with life | |||||
5-14 | 7 | (12.3) | 648 | (23.2) | 0.0129 |
15-29 | 28 | (49.1) | 1,555 | (55.8) | |
30-35 | 22 | (38.6) | 586 | (21.0) | |
Unknown | 3 | 205 | |||
Current age, mean (SD) | 31 . 2 | (6. 7 ) | 35.7 | (9.1) | < 0.0001 |
Age at injury, mean (SD) | 21.3 | (5.5) | 25.8 | (9.0) | < 0.0001 |
FIM Motor, mean (SD) | 78.0 | (17.0) | 65.2 | (24.7) | < 0.0001 |
Unknown | 9 | 388 | |||
Pain severity mean (SD) | 3.9 | (3.2) | 4.4 | (3.0) | 0.2279 |
Unknown | 1 | 180 |
AIS = American Spinal Injury Association Impairment Scale
Obtained from bivariable GEE analysis (PROC GENMOD modeling the probability that pregnancy=‘1’ [yes]); Unknown excluded
Bivariable Analyses of Factors Associated with Current Pregnancy
Table 2 shows bivariable analysis results. Women with current pregnancy were younger at injury and at interview (P < 0.0001) than nonpregnant women. Compared with nonpregnant women, those reporting current pregnancy were also significantly more likely to be married or living with a significant other, have sport-related SCI, have higher FIM motor scores, and greater values for all CHART subscale and SWLS scores. The association between discharge neurological impairment and current pregnancy was marginally significant (P = 0.06), with more AIS D and Para ABC among currently pregnant than nonpregnant women.
Multivariable Analyses of Associations with Current Pregnancy
Multivariable analysis identified 6 factors significantly and independently associated with current pregnancy (Table 3). The adjusted odds of current pregnancy decreased by 9% for each year increase in age at interview and by 6% for each year increase in age at SCI. Other factors significantly associated with current pregnancy included marital status, FIM motor score, and CHART mobility and occupation scales.
Table 3.
Characteristics | Adjusted Odds Ratioa | 95% Confidence Interval | P |
---|---|---|---|
Current age (year) | 0.91 | (0.88, 0.95) | <0.0001 |
Age at injury (year) | 0.94 | (0.91, 0.98) | 0.004 |
Marital status | |||
Married/significant other | 1.00 | reference | <0.0001 |
Single | 0.11 | (0.05, 0.26) | |
Other | 0.37 | (0.15, 0.89) | |
FIM motor | 1.02 | (1.00, 1.04) | 0.027 |
CHART mobility | |||
0 - 50 | 1.00 | reference | 0.015 |
51 - 75 | 6.77 | (0.83, 54.88) | |
76 - 100 | 1.91 | (0.24, 15.14) | |
CHART occupation | |||
0 - 50 | 1.00 | reference | 0.031 |
51 - 75 | 2.36 | (0.59, 9.39) | |
76 - 100 | 2.98 | (1.06, 8.38) |
Adjusted odds ratios from multivariable logistic regression
Discussion
Using data from a relatively large, national SCI registry, we found that approximately 2% of women aged 18 to 49 with SCI report pregnancy within the prior 12 months (“current pregnancy”). This rate is virtually identical to the current pregnancy rate of women in the same age range with chronic physical disabilities, regardless of cause, found in the U.S. nationally- representative National Health Interview Survey (NHIS).(14) Although this 2% current pregnancy rate is lower than the 3.8% for nondisabled women in NHIS data,(14) after adjusting for age differences, current pregnancy rates were similar among reproductive-aged women with and without chronic mobility impairments in the NHIS analyses. More information is needed about pregnancy experiences and outcomes to help inform women with SCI seeking childbearing and the clinicians providing their care.
Although SCI is generally considered not to affect the ability of women to conceive, no evidence has conclusively proven this assertion. Our study found physical and non-physical factors that were statistically significantly associated with women being currently pregnant. However, our 2% current pregnancy rate was lower than that in other albeit smaller investigations examining pregnancy among women with SCI. One impediment in comparing results across studies is differences in how pregnancy is identified and the timeframe used. For example, examining cross-sectional “current” pregnancy is different from looking at lifetime prevalence. In one study, researchers interviewed 128 women with SCI about their sociodemographic information, SCI specifics, and medical and reproductive histories.(3) About 8% reported current or previous pregnancies; pregnancy rates were statistically significantly higher among women who sustained SCI at younger ages. Another investigation identified women aged 18 to 40 years with SCI from two Florida databases and solicited their participation in a survey about their reproductive attitudes and experiences.(4) Out of 133 women who responded, 114 with SCI met inclusion criteria (the study authors did not report information about their number of initial contacts, so response rates are unclear). Of these women, 44% indicated they wanted to become pregnant since injury, and 36% successfully conceived. Women who gave birth after SCI were significantly younger at injury than those who did not.
As noted above, NSCID offers the substantial benefits of relatively large size and national reach. However, our “current pregnancy” indicator has important limitations. We created this variable from information about all hospitalizations for uncomplicated and complicated pregnancy-related events within 12 months prior to women's follow-up interviews. In the 13 years of data analyzed here, only 60 women responded affirmatively at one year post-SCI or at time intervals representing multiples of 5 years post-injury. This means that there were 4-year gaps in coverage of time between interviews during which women could have had pregnancy-related events without reporting them. This makes it likely that overall lifetime pregnancy rates among NSCID women participants are higher than the 2% reported here.
In addition, our measure of current pregnancy encompasses a range of pregnancy-related circumstances, and it provides no information about whether the women actually gave birth. NSCID does not gather data on miscarriages, complications of pregnancy, or birth outcomes (e.g., premature or term births, cesarean deliveries). In particular, NSCID does not identify first-time pregnancies, whether women have difficulty conceiving, or whether they use assisted reproductive technology to become pregnant. Furthermore, NSCID does not collect information on pregnancy experiences before SCI for its woman participants.
Despite these shortcomings – and thus the need to confirm our findings with future research – this study offers insight into the characteristics of women with SCI who become pregnant. Since women who sustain traumatic SCI are overall a reproductively young population, these insights can help inform pre-conception planning and obstetrical care. Clinicians who provide any aspect of reproductive health care must recognize the distinctive conditions associated with women's SCI and their ramifications for the pregnancy and postpartum state.
SCI can cause neurological, physical, physiological, or psychosocial secondary conditions that directly influence pregnancy at various points along its course. In addition, the adapting female reproductive system during pregnancy may impose direct or indirect consequences on the expression of neurological or musculoskeletal impairments, as well as psychological health (e.g., post-partum depression). Consideration of influences from both directions could affect women's decisions or ability to become pregnant and her pre-conception care needs. Although our findings do not provide specific guidance about these interacting considerations for women with SCI contemplating pregnancy, these results offer insights that should be investigated in future research.
Our findings suggest that, in this population, two broad sets of interrelated factors could influence pregnancy outcomes: considerations relating to the SCI disability; and consequences relating to age. Disability-related factors include physical, physiological, and psychosocial effects of SCI, encompassing women's degrees of functioning and psychological adjustments. Age-related factors include determinants of fertility and thus conception and pregnancy rates, which also affect nondisabled women.
In our study, women with SCI who were currently pregnant self-reported better functional abilities (higher discharge FIM scores) than their nonpregnant counterparts. This indicates that women who became pregnant had better functional abilities with feeding, grooming, bathing, dressing upper and lower body, toileting, bladder and bowel control, transferring (to and from bed, chair, toilet, tub or shower), locomotion, and stair climbing. Furthermore, the higher-functioning neurological impairment rating (AIS D and Para ABC) statistically corroborates the association of greater functional abilities with being pregnant.
However, during pregnancy, women's functional status may be affected physiologically by secondary medical conditions caused by her growing fetus, including perhaps exacerbating existing impairments. Depending on level of injury, varying degrees of pulmonary dysfunction occur following SCI. As the gravid uterus enlarges, its pressure on the diaphragm may further compromise lung vital capacity, precipating poor oxygenation, aggravating fatigue, and limiting mobility. Development of pressure ulcers, lower extremity edema, weight gain, urological complications, gastrointestinal dysfunction, postural hypotension and autonomic dysreflexia can occur among women with SCI during pregnancy.(15,16) These conditions can negatively affect women's functional abilities during pregnancy and possibly post-partum.
In our study, as noted above, women who reported current pregnancy had higher FIM scores and less impaired neurological categories. These discharge outcome measures often improve one to two years post-injury.(17) Since NSCID participants were interviewed 1 to 35 years post-SCI, the cohort of currently pregnant women may actually have better functional status than indicated by their FIM scores. This would be reflected in the CHART physical independence, mobility, and occupation scores, which were also significantly greater for these women.
Psychological consequences may discourage women from seeking pregnancy after SCI and thus result in lower pregnancy rates. We found higher SWLS values among women from NSCID reporting current pregnancy. The literature offers conflicting findings about whether women with SCI experience more anxiety and fear regarding pregnancy and caring for a child than do nondisabled women. Seemingly paradoxically, one study involving 114 women with SCI found that women who became pregnant were statistically significantly more likely to report fears of pregnancy or worries about child rearing than were nonpregnant women with SCI.(4) It appears that the pregnant women did not allow their heightened anxieties to determine their pregnancy decisions.(4) A qualitative study involving in-depth interviews with women with SCI about their attitudes concerning childbirth and parenting identified several themes, including: perceptions that childbirth is unique and positive; the need for person-centered care and control during obstetrical care; and the critical importance of taking a biopsychosocial framework when working with pregnant women with SCI.(18)
Finally, although a complete literature review is beyond our scope here, it is clear that much remains to be learned about the physical, physiological, and psychosocial interrelationship of pregnancy and SCI. Factors associated with reproductive system aging and how this affects women with SCI have never been examined. However, these factors may be critical in considering conception and pregnancy among women with SCI. Other important issues involve the potential impact of delayed child-bearing among women with SCI and implications for their pre-conception and prenatal care. Educating women with SCI about their choices – being open about what is currently known and not known about pregnancy among women with SCI – is essential when working with women to maximize the likelihood of safe pregnancies and healthy outcomes for mother and child.
Supplementary Material
Acknowledgments
The Eunice Kennedy Shriver National Institute of Child Health and Human Development, U.S. National Institutes of Health, funded this study (Grant No. R21 HD068756-02), as did the National Institute on Disability and Rehabilitation Research, Office of Special Education and Rehabilitation Services, U.S. Department of Education, Washington DC (Grant No. H133A110002).
Footnotes
Conflict of Interest
Dr. Iezzoni: Salary supported by research grant. The funder played no role in the conduct of this study.
Dr. Chen: Salary supported by research grant. The funder played no role in the conduct of this study.
Dr. McLain: No conflicts to report.
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