infant respiratory distress syndrome ( irds ) is the most common respiratory disease in preterm infants , and leads to substantial morbidity and mortality.1,2 irds is caused by lung immaturity and usually develops within minutes of birth .
it is defined by tachypnea , retractions or nasal flaring , grunting respiration , and possibly central cyanosis.3 it occurs in approximately 0.3%1.2% of live - born infants.46 however , the prevalence of irds increases with decreasing gestational age.4,7 previous studies have found a prevalence of approximately 90% in premature infants born in gestational week 28.8 valid data on irds are important for clinical epidemiological research . if the coding is accurate , the danish medical registries provide excellent data to study the long - term prognosis of irds , as the registries comprise more than 30 years of medical observations.9,10 to our knowledge , no study has examined the validity of the irds diagnosis in administrative registries .
we therefore conducted the present study with the objective of estimating the positive predictive value ( ppv ) of the irds diagnosis recorded in the population - based danish national patient registry ( dnpr ) according to the international classification of diseases ( icd ) , 8th and 10th revisions , using medical records as reference standard .
based on the dnpr , we identified patients diagnosed with irds from january 1 , 1977 to december 31 , 2008 in the northern part of denmark ( corresponding to the former north jutland county ) .
this part of denmark has approximately 500,000 inhabitants , equivalent to approximately 11% of the total danish population .
the dnpr includes data on all non - psychiatric hospital admissions in the country since 1977 and outpatient clinic and emergency room visits since 1995 .
data include the patients civil registration number , which is a unique personal identification number assigned to all danish residents , date of admission and discharge , surgical procedure(s ) performed , one primary diagnosis and up to 19 secondary diagnoses coded by the discharging physician according to the icd-8 until the end of 1993 and subsequently the icd-10 .
the primary diagnosis code registered is the main reason for the hospital contact . among all patients with a primary or secondary irds diagnosis , we randomly selected three irds patients for each calendar year , 96 in total , between 1977 and 2008 .
the irds hospital admissions were identified based on the icd-8 diagnosis code 776.19 ( idiopathic respiratory distress syndrome or hyaline membrane disease ) and the icd-10 diagnosis code p22.0 ( idiopathic respiratory distress syndrome ) .
based on the dnpr , we identified patients diagnosed with irds from january 1 , 1977 to december 31 , 2008 in the northern part of denmark ( corresponding to the former north jutland county ) .
this part of denmark has approximately 500,000 inhabitants , equivalent to approximately 11% of the total danish population .
the dnpr includes data on all non - psychiatric hospital admissions in the country since 1977 and outpatient clinic and emergency room visits since 1995 .
data include the patients civil registration number , which is a unique personal identification number assigned to all danish residents , date of admission and discharge , surgical procedure(s ) performed , one primary diagnosis and up to 19 secondary diagnoses coded by the discharging physician according to the icd-8 until the end of 1993 and subsequently the icd-10 .
the primary diagnosis code registered is the main reason for the hospital contact . among all patients with a primary or secondary irds diagnosis , we randomly selected three irds patients for each calendar year , 96 in total , between 1977 and 2008 .
the irds hospital admissions were identified based on the icd-8 diagnosis code 776.19 ( idiopathic respiratory distress syndrome or hyaline membrane disease ) and the icd-10 diagnosis code p22.0 ( idiopathic respiratory distress syndrome ) .
the medical records of the identified irds patients were reviewed and data were entered in epidata ( epidata association , odense , denmark ) by a physician ( skt ) . where there was doubt with regard to interpretation of the medical record , another physician ( cfc )
we also noted gender , gestational age , treatment with continuous positive airway pressure ( cpap ) , and whether the irds diagnosis was mentioned explicitly in the medical record . in the primary analysis , we defined irds as the presence of at least two of the four clinical symptoms ( tachypnea , retractions or nasal flaring , grunting , and central cyanosis ) , which had to be present for more than 30 minutes .
tachypnea was defined as 60 or more breaths per minute . in an additional analysis , we defined irds as two or more clinical symptoms together with a positive x - ray finding , defined as reticulogranular ground - glass appearance with air bronchograms . if no information was available on whether or not an x - ray had been taken , or if the radiologist had explicitly ruled out signs of irds , we classified the individual as not having irds . for descriptive purposes , we abstracted data on cpap treatment , but only if provided by pediatric departments and for more than 30 minutes .
furthermore , we noted if the irds diagnosis was mentioned in the medical record as a confirmed diagnosis .
we used the medical records as the reference standard when computing the ppv of the irds diagnosis .
the ppv was defined as the proportion of patients registered with an irds diagnosis in the dnpr that was confirmed by medical record review .
thus , the numerator was the number of confirmed irds cases according to the medical records , and the denominator was the selected number of patients registered with an irds diagnosis in the dnpr .
the 95% confidence intervals ( cis ) were computed using jeffrey s method.11 we stratified the analyses by primary and secondary diagnoses , by icd-8 ( 19771993 ) and icd-10 ( 19942008 ) periods , and by gestational age ( gestational week < 28 , 2831 , 3236 , and 37 ) .
for 90 of the 96 ( 94% ) selected patients with an irds diagnosis in the dnpr , we were able to find the corresponding medical record , of which 52 ( 58% ) were for males and 38 ( 42% ) were for females .
gestational age was reported in the medical record for 88 irds patients , of whom 65 ( 74% ) were preterm infants , and 23 ( 26% ) were born at term ( 37 weeks of gestation or later ) . from the medical record
we were able to confirm 73 of the 90 patients coded with an irds diagnosis .
this gave us an overall ppv of 81% ( 95% ci 72%88% ) ( table 1 ) .
in the additional analysis , with irds defined as two or more clinical symptoms of irds and a confirmed x - ray ( 52 irds patients ) , the ppv was 58% ( 95% ci 48%68% ) .
irds was registered in the dnpr as the primary diagnosis for 20 ( 22% ) patients , of which 14 were confirmed by the medical record review , corresponding to a ppv of 70% ( 95% ci 48%86% ) . among 70 ( 78% ) patients registered with irds as a secondary diagnosis , 59 were confirmed irds patients , corresponding to a ppv of 84% ( 95% ci 75%91% ) .
we found a ppv of 87% ( 95% ci 75%94% ) in the icd-8 period ( 19771993 ) and a ppv of 75% ( 95% ci 61%86% ) in the icd-10 period ( 19942008 ) .
the ppv among males was 75% ( 95% ci 62%85% ) , while it was 89% ( 95% ci 77%96% ) among females .
stratified by gestational age , we found a ppv ranging from 61% ( 95% ci 41%79% ) in infants born at 37 weeks of gestation or later , to 92% ( 95% ci 77%98% ) in infants born between 28 and 31 weeks of gestation ( table 1 ) .
the irds diagnosis was explicitly mentioned in 71 ( 79% ) of the 90 medical records , and 82 ( 91% ) of the patients with an irds diagnosis were treated with cpap for more than 30 minutes .
in this study , we found reasonable accuracy of the coding for irds in the dnpr as confirmed by exact description of the symptoms of irds in the medical record . to our knowledge , this is the first study to examine the validity of the dnpr with regards to irds .
other studies have estimated the ppv of other neonatal diagnoses in the dnpr , including the diagnoses of congenital cardiac malformations with overlapping time periods , 19942002 and 20002008.12,13 they found overall ppvs of 89% ( 95% ci 86%92% ) and 90% ( 95% ci 89%91%),12,13 which is slightly higher than our ppv , probably because irds is a syndrome characterized by the co - occurrence of characteristic symptoms .
we found a slightly lower ppv in the icd-10 period than in the icd-8 period .
the potential decrease in ppv over time may reflect less optimal coding practices in the later period , but may also be explained by better documentation of symptoms in the medical records of the early period .
we defined the irds diagnosis as the presence of a minimum of two of four clinical symptoms in the medical record .
however , these symptoms may not always be described in the medical records of irds patients .
if conditions such as infections or congenital heart disease were overlooked by the clinicians , we may have overestimated the ppv of the irds diagnosis .
we did not include an x - ray finding of irds in our main criteria , because x - rays were not routinely performed in patients with mild irds .
as expected , we found a higher ppv of the irds diagnosis among infants born preterm than among infants born at term .
we only examined one region in denmark ; however , we find it reasonable to believe that the results are representative for the entire country owing to the uniform danish health care system .
further , we were not able to report on sensitivity , ie , the proportion of all patients with irds actually registered in the dnpr , as we only included patients with a dnpr diagnosis of irds .
however , the completeness of the dnpr has previously been estimated to be approximately 90%.12,14 further , we were not able to blind the irds diagnosis for the physician who reviewed the medical records ; however , this is unlikely to have had any major influence on our findings .
the ppv of the irds diagnosis quantified in our study may be applied in sensitivity analyses in future studies , to examine the potential effect of the misclassification on study results .
we found a reasonable ppv of 81% ( 95% ci 72%88% ) of the irds diagnosis in the dnpr , when compared with symptoms described in the infants medical record .
the dnpr is a useful data source for studies of irds , particularly if restricted to preterm infants .
 backgroundinfant respiratory distress syndrome ( irds ) is the most common respiratory disease in preterm infants , and is associated with considerable morbidity and mortality . 
 valid data on irds are important in clinical epidemiological research.objectivesthe objective of this study was to estimate the positive predictive value ( ppv ) of the irds diagnosis registered in the population - based danish national patient registry according to the international classification of diseases , 8th and 10th revisions.methodsbetween january 1 , 1977 and december 31 , 2008 , we randomly selected three patients per year , 96 in total , who were registered with an irds diagnosis in the danish national patient registry and living in the northern part of denmark . 
 data on the infants included information on the presence of predefined clinical symptoms . 
 we defined irds as the presence of at least two of four clinical symptoms ( tachypnea , retractions or nasal flaring , grunting , and central cyanosis ) , which had to be present for more than 30 minutes . using medical record review as the reference standard , we computed the positive predictive value of the registered irds diagnosis including 95% confidence intervals ( cis).resultswe located the medical record for 90 of the 96 patients ( 94% ) , and found an overall ppv of the irds diagnosis of 81% ( 95% ci 72%88% ) . 
 this did not vary substantially between primary and secondary diagnoses . 
 the ppv was higher , at 89% ( 95% ci 80%95% ) , for preterm infants born before 37 weeks of gestation.conclusionthe ppv of the irds diagnosis in the danish national patient registry is reasonable when compared with symptoms described in the corresponding medical records . 
 the danish national patient registry is a useful data source for studies of irds , particularly if restricted to preterm infants . 
 nonetheless , the potential impact of misclassification of the irds diagnosis must be considered . 
Introduction
Materials and methods
Population
The Danish National Patient Registry
Medical record review
Statistical analysis
Results
Discussion
Conclusion