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1.
Pediatrics ; 108(3): 719-27, 2001 Sep.
Article En | MEDLINE | ID: mdl-11533342

OBJECTIVE: Short postpartum stays are common. Current guidelines provide scant guidance on how routine follow-up of newly discharged mother-infant pairs should be performed. We aimed to compare 2 short-term (within 72 hours of discharge) follow-up strategies for low-risk mother-infant pairs with postpartum length of stay (LOS) of <48 hours: home visits by a nurse and hospital-based follow-up anchored in group visits. METHODS: We used a randomized clinical trial design with intention-to-treat analysis in an integrated managed care setting that serves a largely middle class population. Mother-infant pairs that met LOS and risk criteria were randomized to the control arm (hospital-based follow-up) or to the intervention arm (home nurse visit). Clinical utilization and costs were studied using computerized databases and chart review. Breastfeeding continuation, maternal depressive symptoms, and maternal satisfaction were assessed by means of telephone interviews at 2 weeks postpartum. RESULTS: During a 17-month period in 1998 to 1999, we enrolled and randomized 1014 mother-infant pairs (506 to the control group and 508 to the intervention group). There were no significant differences between the study groups with respect to maternal age, race, education, household income, parity, previous breastfeeding experience, early initiation of prenatal care, or postpartum LOS. There were no differences with respect to neonatal LOS or Apgar scores. In the control group, 264 mother-infant pairs had an individual visit only, 157 had a group visit only, 64 had both a group and an individual visit, 4 had a home health and a hospital-based follow-up, 13 had no follow-up within 72 hours, and 4 were lost to follow-up. With respect to outcomes within 2 weeks after discharge, there were no significant differences in newborn or maternal hospitalizations or urgent care visits, breastfeeding discontinuation, maternal depressive symptoms, or a combined clinical outcome measure indicating whether a mother-infant pair had any of the above outcomes. However, mothers in the home visit group were more likely than those in the control group to rate multiple aspects of their care as excellent or very good. These included the preventive advice delivered (76% vs 59%) and the skills and abilities of the provider (84% vs 73%). Mothers in the home visit group also gave higher ratings on overall satisfaction with the newborn's posthospital care (71% vs 59%), as well as with their own posthospital care (63% vs 55%). The estimated cost of a postpartum home visit to the mother and the newborn was $265. In contrast, the cost of the hospital-based group visit was $22 per mother-infant pair; the cost of an individual 15-minute visit with a registered nurse was $52; the cost of a 15-minute individual pediatrician visit was $92; and the cost of a 10-minute visit with an obstetrician was $92. CONCLUSIONS: For low-risk mothers and newborns in an integrated managed care organization, home visits compared with hospital-based follow-up and group visits were more costly but achieved comparable clinical outcomes and were associated with higher maternal satisfaction. Neither strategy is associated with significantly greater success at increasing continuation of breastfeeding. This study had limited power to identify group differences in rehospitalization and may not be generalizable to higher-risk populations without comparable access to integrated hospital and outpatient care.


Ambulatory Care/statistics & numerical data , House Calls/statistics & numerical data , Postnatal Care/statistics & numerical data , Adult , Ambulatory Care/economics , Breast Feeding/statistics & numerical data , California , Female , Follow-Up Studies , House Calls/economics , Humans , Infant Care , Infant, Newborn , Length of Stay , Managed Care Programs/statistics & numerical data , Patient Satisfaction
2.
Eur Respir J ; 17(2): 233-40, 2001 Feb.
Article En | MEDLINE | ID: mdl-11334125

Although inhaled corticosteroid (ICS) use is associated with a decreased risk of hospitalization for asthma, the impact of ICS on the risk of life-threatening asthma exacerbation is less clear. The effect of ICS and inhaled beta agonist (IBA) dispensing on the risk of intensive care unit admission for asthma, a surrogate for life-threatening exacerbation, is evaluated. Using computerized International classification of diseases (ICD)-9 discharge diagnoses, a cohort of all 2,344 adult Northern California members of a health maintenance organization hospitalized for asthma over a 2-yr period were identified. Computerized pharmacy data was used to ascertain asthma medications dispensed during the 3-,6-, and 12-month intervals preceding index hospitalization for asthma. During the 3-months preceding hospitalization, a minority of subjects had no IBA units dispensed (34%), with 14% receiving low level (1 unit), 20% medium level (2-3 units), and 32% high level (> or = 4 units) therapy. A substantial proportion received no ICS units (55%), whereas 13% had low, 16% medium, and 15% high level therapy. In multiple logistic regression analysis, high level IBA use was associated with a greater risk of intensive care unit (ICU) admission for asthma after controlling for asthma severity. There was no relationship, however, between low or medium level IBA use and ICU admission. Conversely, medium level and high level ICS use were associated with a reduced risk of ICU admission. Analysing 6- and 12-month medication dispensing data, similar risk patterns were observed. Inhaled corticosteroid dispensing was associated with reduced risk of intensive care unit admission among adults hospitalized for asthma, whereas the opposite applied for high dose beta agonist usage. This suggests that ICS prescription to adults with moderate-to-severe asthma could reduce the risk of life-threatening exacerbation.


Adrenergic beta-Agonists/administration & dosage , Asthma/drug therapy , Glucocorticoids/administration & dosage , Glucocorticoids/adverse effects , Hospitalization , Administration, Inhalation , Administration, Oral , Adrenergic beta-Agonists/adverse effects , Adult , Albuterol/administration & dosage , Albuterol/analogs & derivatives , Asthma/physiopathology , Cohort Studies , Female , Humans , Intensive Care Units , Logistic Models , Male , Middle Aged , Patient Admission , Retrospective Studies , Risk Factors , Salmeterol Xinafoate
3.
Pediatrics ; 107(4): 671-6, 2001 Apr.
Article En | MEDLINE | ID: mdl-11335742

OBJECTIVE: In January 1997, one of the most significant changes to United States vaccine policy occurred when polio immunization guidelines changed to recommend a schedule containing inactivated polio vaccine (IPV). There were concerns that parent or physician reluctance to accept IPV into the routine childhood immunization schedule would lead to lowered coverage. We determined whether adoption of an IPV schedule had a negative impact on immunization coverage. DESIGN: A cohort study of 2 large health maintenance organizations (HMOs), Group Health Cooperative and Kaiser Permanente Northern California, was conducted. For analysis at 12 months of age, children who were born between October 1, 1996, and December 31, 1997, and were commercially insured and covered by Medicaid were continuously enrolled; for analysis at 24 months of age, children who were born between October 1, 1996, and June 30, 1997, and were commercially insured and covered by Medicaid were continuously enrolled. The 3 measures of immunization status at 12 and 24 months of age were up-to-date status, cumulative time spent up-to-date, and the number of missed opportunity visits. RESULTS: At both HMOs, children who received IPV were as likely to be up to date at 12 months as were children who received oral poliovirus vaccine (OPV), whereas at Group Health, children who received IPV were slightly more likely to be up to date at 24 months (relative risk: 1.12; 95% confidence interval [CI]: 1.05, 1.19). These findings were consistent for children who were covered by Medicaid. At Kaiser Permanente, children who received IPV spent ~3 fewer days up to date in the first year of life, but this difference did not persist at 2 years of age. At Group Health, children who received IPV were no different from those who received OPV in terms of days spent up to date by 1 or 2 years of age. At Group Health, children who received IPV were less likely to have a missed opportunity by 12 months old (odds ratio [OR] 0.46; 95% CI: 0.31, 0.70), but this finding did not persist at 24 months of age. At Kaiser Permanente, children who received IPV were more likely to have a missed opportunity by 12 months (OR 2.06; 95% CI: 1.84, 2.30), and 24 months of age (OR 1.50; 95% CI: 1.36, 1.67). CONCLUSIONS: The changeover from an all-OPV schedule to one containing IPV had little if any negative impact on vaccine coverage. Use of IPV was associated with a small increase in the likelihood of being up to date at 2 years of age at one of the HMOs and conversely was associated with a small increase in the likelihood of having a missed-opportunity visit in the other HMO.polio, poliomyelitis, vaccination, immunization coverage.


Health Maintenance Organizations/statistics & numerical data , Immunization Schedule , Poliovirus Vaccine, Inactivated/administration & dosage , Vaccination/statistics & numerical data , California , Child Health Services/statistics & numerical data , Child, Preschool , Consumer Behavior , Health Policy , Humans , Infant , Infant, Newborn , Medicare/economics , Poliovirus Vaccine, Inactivated/immunology , Poliovirus Vaccine, Oral/administration & dosage , Poliovirus Vaccine, Oral/economics , Poliovirus Vaccine, Oral/immunology , United States , Vaccination/economics
4.
Pediatrics ; 107(4): E49, 2001 Apr.
Article En | MEDLINE | ID: mdl-11335770

OBJECTIVES: To describe variation in clinician recommendations for multiple injections during the adoption of inactivated poliovirus vaccine (IPV) in 2 large health maintenance organizations (HMOs), and to test the hypothesis that variation in recommendations would be associated with variation in immunization coverage rates. DESIGN: Cross-sectional study based on a survey of clinician practices 1 year after IPV was recommended and computerized immunization data from these clinicians' patients. STUDY SETTINGS: Two large West Coast HMOs: Kaiser Permanente in Northern California and Group Health Cooperative of Puget Sound. OUTCOME MEASURES: Immunization status of 8-month-olds and 24-month-olds cared for by the clinicians during the study. RESULTS: More clinicians at Group Health (82%), where a central guideline was issued, had adopted the IPV/oral poliovirus vaccine (OPV) sequential schedule than at Kaiser (65%), where no central guideline was issued. Clinicians at both HMOs said that if multiple injections fell due at a visit and they elected to defer some vaccines, they would be most likely to defer the hepatitis B vaccine (HBV) for infants (40%). At Kaiser, IPV users were more likely than OPV users to recommend the first HBV at birth (64% vs 28%) or if they did not, to defer the third HBV to 8 months or later (62% vs 39%). In multivariate analyses, patients whose clinicians used IPV were as likely to be fully immunized at 8 months old as those whose clinicians used all OPV. At Kaiser, where there was variability in the maximum number of injections clinicians recommended at infant visits, providers who routinely recommended 3 or 4 injections at a visit had similar immunization coverage rates as those who recommended 1 or 2. At both HMOs, clinicians who strongly recommended all possible injections at a visit had higher immunization coverage rates at 8 months than those who offered parents the choice of deferring some vaccines to a subsequent visit (at Kaiser, odds ratio [OR]: 1.2; 95% confidence interval [CI]: 1.0-1.5; at Group Health, OR: 1.8; 95% CI: 1.1-2.8). CONCLUSIONS: Neither IPV adoption nor the use of multiple injections at infant visits were associated with reductions in immunization coverage. However, at the HMO without centralized immunization guidelines, IPV adoption was associated with changes in the timing of the first and third HBV. Clinical policymakers should continue to monitor practice variation as future vaccines are added to the infant immunization schedule.


Immunization Schedule , Poliovirus Vaccine, Inactivated/administration & dosage , Practice Patterns, Physicians' , Child, Preschool , Cross-Sectional Studies , Diphtheria-Tetanus-acellular Pertussis Vaccines/administration & dosage , Diphtheria-Tetanus-acellular Pertussis Vaccines/immunology , Health Maintenance Organizations/organization & administration , Health Maintenance Organizations/statistics & numerical data , Health Services Research , Humans , Immunity/immunology , Infant , Pediatrics , Poliovirus Vaccine, Inactivated/immunology , Practice Guidelines as Topic/standards , Surveys and Questionnaires
5.
Pediatrics ; 105(5): 1058-65, 2000 May.
Article En | MEDLINE | ID: mdl-10790463

BACKGROUND: Recently enacted federal legislation mandates insurance coverage of at least 48 hours of postpartum hospitalization, but most mothers and newborns in the United States will continue to go home before the third postpartum day. National guidelines recommend a follow-up visit on the third or fourth postpartum day, but scant evidence exists about whether home or clinic visits are more effective. METHODS: We enrolled 1163 medically and socially low-risk mother-newborn pairs with uncomplicated delivery and randomly assigned them to receive home visits by nurses or pediatric clinic visits by nurse practitioners or physicians on the third or fourth postpartum day. In contrast with the 20-minute pediatric clinic visits, the home visits were longer (median: 70 minutes), included preventive counseling about the home environment, and included a physical examination of the mother. Clinical utilization and costs were studied using computerized databases. Breastfeeding continuation, maternal depressive symptoms, and maternal satisfaction were assessed by means of telephone interviews at 2 weeks' postpartum. RESULTS: Comparing the 580 pairs in the home visit group and the 583 pairs in the pediatric clinic visit group, no significant differences occurred in clinical outcomes as measured by maternal or newborn rehospitalization within 10 days postpartum, maternal or newborn urgent clinic visits within 10 days postpartum, or breastfeeding discontinuation or maternal depressive symptoms at the 2-week interview. The same was true for a combined clinical outcome measure indicating whether a mother-newborn pair had any of the above outcomes. In contrast, higher proportions of mothers in the home visit group rated as excellent or very good the preventive advice delivered (80% vs 44%), the provider's skills and abilities (87% vs 63%), the newborn's posthospital care (87% vs 59%), and their own posthospital care (75% vs 47%). On average, a home visit cost $255 and a pediatric clinic visit cost $120. CONCLUSIONS: For low-risk mothers and newborns in this integrated health maintenance organization, home visits compared with pediatric clinic visits on the third or fourth postpartum hospital day were more costly, but were associated with equivalent clinical outcomes and markedly higher maternal satisfaction. This study had limited power to identify group differences in rehospitalization, and may not be generalizable to higher-risk populations without comparable access to integrated hospital and outpatient care.


Ambulatory Care , Home Care Services , Length of Stay , Outcome Assessment, Health Care , Patient Discharge , Postnatal Care/standards , Adult , Ambulatory Care/economics , Costs and Cost Analysis , Female , Follow-Up Studies , Home Care Services/economics , Humans , Patient Satisfaction , Postnatal Care/economics , Time Factors
7.
J Asthma ; 36(4): 359-70, 1999 Jun.
Article En | MEDLINE | ID: mdl-10386500

This study developed and evaluated the performance of prediction models for asthma-related adverse outcomes based on the computerized hospital, clinic, and pharmacy utilization databases of a large health maintenance organization. Prediction models identified patients at three- to four-fold increased risk of hospitalization and emergency department visits, and were valid for test samples from the same population. A model that identified 19% of patients as high risk had a sensitivity of 49%, a specificity of 84%, and a positive predictive value of 19%. We conclude that prediction models that are based on computerized utilization data can identify adults with asthma at elevated risk, but may have limited sensitivity and specificity in actual populations.


Asthma/epidemiology , Models, Statistical , Adult , Cohort Studies , Computer Simulation , Emergency Service, Hospital/statistics & numerical data , Female , Health Maintenance Organizations/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Male , Retrospective Studies , Risk Assessment , Sensitivity and Specificity
8.
Pediatrics ; 102(6): 1437-44, 1998 Dec.
Article En | MEDLINE | ID: mdl-9832582

BACKGROUND: Postpartum hospital stays seem likely to remain limited even under new laws which mandate that insurers cover 48-hour hospitalization after uncomplicated delivery. Clinicians, who are increasingly practicing in capitated arrangements, need better information to maximize clinical benefit to mothers and newborns using finite resources. OBJECTIVE AND INTERVENTIONS: This study's aim was to evaluate the clinical outcomes, patient perceptions, and costs of a revised model of perinatal care services. In this model, a new postpartum care center was established for routine follow-up of newborns within 48 hours after hospital discharge, educational efforts were shifted from the postpartum hospitalization to the prenatal period, and lactation consultant hours were increased. DESIGN AND PARTICIPANTS: Controlled, nonrandomized (double cohort) study that compared mothers and newborns with hospital stays of 48 hours or less during the Baseline Care (preintervention) study period (N = 344) with those under the Revised Care (postintervention) study period (N = 456). SETTING: The Hayward, California, medical center of Kaiser Permanente, a nonprofit health maintenance organization. DATA COLLECTION: Telephone interviews were attempted with all mothers 3 weeks after delivery. Data on rehospitalizations, emergency department (ED) and clinic visits, and costs during the first 14 postpartum days were collected from computerized databases and chart review. OUTCOME MEASURES: The combined clinical outcome was defined as any undesirable health event, including rehospitalization, an ED visit, or an urgent clinic visit by either the mother or newborn within the first 14 days postpartum, or breastfeeding discontinuation within the first 21 days postpartum. Maternal satisfaction and costs were also studied. RESULTS: Of 876 attempted interviews, 800 were completed (91%). Analyses were adjusted for age, race, education, parity, breastfeeding experience, and other relevant variables. Among the interviewed mother-newborn pairs, 45% in the Revised Care group experienced the combined clinical outcome, compared with 52% in the Baseline Care group. Newborns in the Revised Care group (29%) were significantly less likely to make urgent clinic visits during the first 14 days of life than those in the Baseline Care group (36%). There were no differences between groups in newborn ED visits or rehospitalizations, maternal clinical outcomes, or breastfeeding continuation. Mothers in the Revised Care group expressed higher satisfaction with the newborn's care, the amount of information they received about newborn care and breastfeeding, and the amount of help they received with breastfeeding. Planned hospital care, planned follow-up visits, and unplanned care costs decreased by $149 per delivery, while the new prenatal class and increased lactation consultant services cost $58 per delivery, for an estimated overall reduction in cost. CONCLUSIONS: We conclude that the revised model of perinatal care in this health maintenance organization medical center improved clinical outcomes and maternal satisfaction for low-risk mothers and newborns without increasing costs.


Health Maintenance Organizations/standards , Models, Theoretical , Obstetrics and Gynecology Department, Hospital/standards , Perinatal Care/standards , Adult , Breast Feeding , California , Clinical Protocols , Emergency Treatment/statistics & numerical data , Female , Humans , Infant, Newborn , Length of Stay , Outcome Assessment, Health Care , Patient Education as Topic , Patient Readmission/statistics & numerical data , Patient Satisfaction , Pregnancy , Pregnancy Outcome
9.
Pediatrics ; 101(4): E3, 1998 Apr.
Article En | MEDLINE | ID: mdl-9521970

BACKGROUND: Immunization rates have improved in the United States, but are still far from the national 90% goal for the year 2000. There is scant evidence about the effectiveness and costs of automated telephone messages to improve immunization rates among privately insured children. OBJECTIVE: To evaluate the effectiveness and cost-effectiveness of sending letters, automated telephone messages, or both to families of underimmunized 20-month-olds in a health maintenance organization (HMO). METHODS: In this randomized trial, underimmunized 20-month-olds identified by the HMO's computerized immunization tracking system were assigned to one of four interventions: 1) an automated telephone message alone; 2) a letter alone; 3) an automated telephone message followed by a letter 1 week later; and 4) a letter followed by an automated telephone message 1 week later. The primary outcome was receipt of any needed immunization by 24 months of age. Decision analysis was used to evaluate the projected cost-effectiveness of the alternative strategies. RESULTS: A total of 648 children were randomized. A letter followed by a telephone message (58% immunized) was significantly better than either a letter alone (44% immunized) or a telephone message alone (44% immunized). A telephone message followed by a letter (53% immunized) also was more effective than either alone, although the differences were not statistically significant. Among a similar comparison group that received no systematic intervention, 36% were immunized. The estimated cost per child immunized was $7.00 using letters followed by automated telephone messages, $9.80 using automated telephone messages alone, and $10.50 using letters alone. Under alternative cost assumptions for automated telephone messages and mailed messages, the cost per child immunized ranged from $2.20 to $6.50. CONCLUSIONS: For underimmunized 20-month-olds in this HMO setting, letters followed by automated telephone messages were more effective and cost-effective than either message alone. The cost-effectiveness of automated telephone messages and letters may vary widely depending on the setting, and choices among strategies should be tailored to the populations being served.


Immunization/statistics & numerical data , Reminder Systems/economics , Telephone/economics , Cost-Benefit Analysis , Female , Health Maintenance Organizations , Humans , Immunization/economics , Immunization Programs/economics , Immunization Programs/statistics & numerical data , Infant , Information Systems , Male , Patient Compliance , Postal Service/economics
10.
Pediatr Infect Dis J ; 17(2): 120-5, 1998 Feb.
Article En | MEDLINE | ID: mdl-9493807

BACKGROUND: Clinicians who offer varicella vaccination to school age children face the dilemma of whether to serotest or vaccinate presumptively. Varicella seroprevalence among 7- to 12-year-old children with negative or uncertain histories has not previously been studied. Our main objective was to describe varicella seroprevalence among children ages 7 to 12 years with a negative or uncertain history of chickenpox. METHODS: This was a cross-sectional study of children whose clinicians had ordered varicella serotesting. Guidelines from the medical group's regional pediatric infectious disease specialists recommended obtaining varicella serology on all children 7 to 12 years old with a negative or uncertain history. Parents were interviewed by telephone about the child's history of chickenpox before test results were completed. RESULTS: Varicella seroprevalence ranged from 9% among 7-year-olds whose parents said they had definitely not had chickenpox to 68% among 11-year-olds whose parents were not sure whether they had had chickenpox. Among children whose parents were uncertain about their chickenpox history, almost one-half (48%) were seropositive. Twenty-five percent of children whose parents said they definitely had not and 32% of children whose parents said they had probably not had chickenpox were seropositive. Of parents whose children had experienced serotesting, 73% said they would prefer to have the blood test first rather than presumptive vaccination. For a large health maintenance organization, it was projected to be most cost-effective (in terms of cost per chickenpox case prevented) to recommend testing for children 9 to 12 years old with uncertain histories of chickenpox. CONCLUSIONS: We conclude that among children 7 to 12 years old with negative or uncertain histories of chickenpox, varicella seroprevalence ranges from 9 to 68% depending on age and clinical history. Parents are generally receptive to serotesting, although individual preferences vary. In the population we studied it would be most cost-effective to recommend testing before deciding about vaccination for children 9 to 12 years old with uncertain histories of chickenpox.


Chickenpox/immunology , Herpesvirus 3, Human/immunology , Serologic Tests/economics , Chickenpox/economics , Chickenpox/epidemiology , Chickenpox Vaccine/administration & dosage , Chickenpox Vaccine/economics , Child , Cost-Benefit Analysis , Cross-Sectional Studies , Health Maintenance Organizations/economics , Humans , Logistic Models , Medical History Taking , Seroepidemiologic Studies , Vaccination/economics
11.
Pediatrics ; 100(3 Pt 1): 334-41, 1997 Sep.
Article En | MEDLINE | ID: mdl-9282702

OBJECTIVES: Effective outpatient care is believed to prevent hospitalization and emergency department (ED) visits resulting from childhood asthma. The aim of this study was to suggest priority areas for intervention by identifying outpatient management practices associated with the risk of these adverse outcomes in a large population. METHODS: This case-control study included children aged 0 to 14 years with asthma who were members of a regional health maintenance organization. Cases were children undergoing either a hospitalization or an ED visit for asthma during the study period. Control subjects were children with asthma without a hospitalization or an ED visit during the study period who were matched to patients on age, gender, and number of asthma-related hospitalizations in the past 24 months. Data on provider and parent asthma management practices were collected using chart review, closed-ended telephone interviews with parents, and computerized use databases. Multivariate analyses were conducted using conditional logistic regression models. RESULTS: Data were collected on 508 cases and 990 control subjects. A total of 43% of cases were reported by their parents to have moderately severe or severe asthma, compared with 20% of control subjects. Parents of cases with hospitalization were less likely than control subjects to have a written asthma management plan (44% vs 51%) and to report washing bedsheets in hot water at least twice a month (77% vs 86%). Cases with hospitalization were more likely to have a nebulizer (74% vs 56%). In the final multivariate model, race/ethnicity was not associated with having had either a hospitalization or an ED visit, as was lower socioeconomic status. Having a written asthma management plan [odds ratio (OR): 0.54; 95% confidence interval (CI): 0.30, 0.99] and washing bedsheets in hot water at least twice a month (OR: 0.45; 95% CI: 0.21, 0.94) were associated with reduced odds of hospitalization. Having a written asthma management plan (OR: 0.45; 95% CI: 0.27, 0.76) and starting or increasing medications at the onset of a cold or flu were associated with reduced odds of making an ED visit. CONCLUSIONS: Practices that support early intervention for asthma flare-ups by parents at home, particularly written management plans, are strongly associated with reduced risk of adverse outcomes among children with asthma.


Ambulatory Care , Asthma/prevention & control , Emergency Medical Services , Hospitalization , Adolescent , Anti-Asthmatic Agents/administration & dosage , Anti-Asthmatic Agents/therapeutic use , Asthma/classification , Bedding and Linens , Case-Control Studies , Child , Child, Preschool , Ethnicity , Female , Health Maintenance Organizations , Health Priorities , Humans , Infant , Information Systems , Interviews as Topic , Laundering , Logistic Models , Male , Multivariate Analysis , Nebulizers and Vaporizers , Odds Ratio , Patient Care Planning , Racial Groups , Retrospective Studies , Risk Factors , Social Class , Telephone , Treatment Outcome , Writing
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