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37    INNOSC Theranostics and Pharmacological Sciences, 2023, Vol. 6, No. 1                    Hariharan
           2.6. Risk of bias (quality) assessment               171 studies. These studies, in addition to the three
                                                                articles  retrieved  from  the  bibliography  of the
           The  risk of  bias  evaluation  was  done  using  the   screened articles, underwent secondary screening.
           Newcastle-Ottawa scale, which has been modified
           for cross-sectional studies [18]. Six domains and two   Finally, we included  data  from 31 studies with
           criteria are used to evaluate the bias risk. The sample   3686 participants  satisfying  the inclusion  criteria
           representativeness,  sample  size  justification,  rate   (Figure 1) [13-16,22-48].
           of non-responses, information on non-responders,     3.2. Study characteristics
           and  use of validated  measuring  tools  are  the
           primary factors associated to participant selection.   Majority of the studies (11 out of 31) were
           The  second  criterion  relates  to  the  participants’   prospective in nature, while 10 studies were
           outcomes and comprises two subdomains: outcome       retrospective and cross-sectional in nature. Most
           assessment using a blinded, independent assessment   studies (19 out of 31) were conducted in United
           and record linkage, and statistical tests used. Based   States of America (USA) followed by Nigeria (5)
           on the degree of bias risk, each of these domains    and India (2). The mean age of study participants
           was rated as either high-risk (one point) or low-risk   ranged from 6.2 to 16.1 years. The sample sizes
           (zero point). Studies having three or more points    among the included studies varied from 20 to
           were considered high risk.                           630.  All the studies have used transthoracic

           2.7. Statistical analysis                            Doppler ultrasonography to measure tricuspid
                                                                regurgitation velocity (TRV) for diagnosing
           With  the  final  group  of  chosen  studies,  a  meta-  PHT. Almost all the studies have used the cutoff
           analysis was  carried out using STATA 14.2’s         2.5  m/s  to  diagnose  PHT  except  Nouraie  et al.
           “metaprop” command package (StataCorp, College       that used the cutoff of 2.7 m/s  . Regarding the
                                                                                                38
           Station,  TX,  USA)  [19].  To  reduce  the  impact   quality assessment, five out of 31 studies were of
           of  extremely  tiny  or  large  values  on  the  overall   poorer quality, while all other studies had good
           estimate and stabilize the variance, we employed the   quality (Table 1).
           Freeman Tukey double arcsine transformation [19].
           Because of the anticipated heterogeneity, a random
           effects  model  was  used,  and  the  final  data  were
           given as pooled prevalence with a 95% confidence
           interval (CI). Using a forest plot, these combined
           estimations were visually shown.
              Using the I  statistic and the Chi-square of
                          2
           heterogeneity, heterogeneity was assessed. I  value
                                                     2
           was utilized to assess the heterogeneity, and P < 0.05 in
           the Chi-square test indicates significant heterogeneity
           [20].  Due  to  the  significant  heterogeneity  in  our
           research, we also conducted subgroup analysis and
           meta-regression. This strategy was used to investigate
           the cause of the high level of heterogeneity. A funnel
           plot was used to examine and depict publication bias.
           Using Egger’s test, we also evaluated the asymmetry
           of the plot. Publication bias was deemed statistically
           significant when the P-value was 0.10 or higher [21].

           3. Results

           3.1. Study selection

           In  primary  screening,  189  full-text  studies  were   Figure 1. Flowchart showing the search strategy
           retrieved, which after removal of duplicates become   and selection of studies.

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