--- loncom/interface/statistics/lonproblemstatistics.pm 2002/08/14 16:18:55 1.25
+++ loncom/interface/statistics/lonproblemstatistics.pm 2002/11/01 22:09:39 1.35
@@ -1,7 +1,7 @@
# The LearningOnline Network with CAPA
# (Publication Handler
#
-# $Id: lonproblemstatistics.pm,v 1.25 2002/08/14 16:18:55 stredwic Exp $
+# $Id: lonproblemstatistics.pm,v 1.35 2002/11/01 22:09:39 minaeibi Exp $
#
# Copyright Michigan State University Board of Trustees
#
@@ -30,8 +30,8 @@
# 5/5,7/9,7/25/1,8/11,9/13,9/26,10/5,10/9,10/22,10/26 Behrouz Minaei
# 11/1,11/4,11/16,12/14,12/16,12/18,12/20,12/31 Behrouz Minaei
# YEAR=2002
-# 1/22,2/1,2/6,2/25,3/2,3/6,3/17,3/21,3/22,3/26,4/7,5/6 Behrouz Minaei
-# 5/12,5/14,5/15,5/19,5/26,7/16,7/25,7/29,8/5 Behrouz Minaei
+# 1/22,2/1,2/6,2/25,3/2,3/26,4/7,5/6 Behrouz Minaei
+# 5/12,5/26,7/16,7/29,8/5,10/31 Behrouz Minaei
#
###
@@ -43,17 +43,14 @@ use Apache::lonhtmlcommon;
use Apache::loncoursedata;
use GDBM_File;
-my $jr;
-sub BuildProblemStatisticsPage {
+sub InitializeProblemStatistics {
my ($cacheDB, $students, $courseID, $c, $r)=@_;
my %cache;
- $jr = $r;
-
unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.');
- return;
+ $r->print('Unable to tie database1.');
+ return ('ERROR', undef);
}
# Remove students who don't have the proper section.
@@ -80,103 +77,141 @@ sub BuildProblemStatisticsPage {
}
}
+ my $isNotCached = 0;
+ my $lastStatus = (defined($cache{'StatisticsLastStatus'})) ?
+ $cache{'StatisticsLastStatus'} : 'Nothing';
+ my $whichStudents = join(':::',sort(@$students));
+ if(!defined($cache{'StatisticsCached'}) ||
+ $lastStatus ne $cache{'Status'} ||
+ $whichStudents ne $cache{'StatisticsWhichStudents'}) {
+ $isNotCached = 1;
+ }
+
+ untie(%cache);
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
+ $r->print('Unable to tie database.2');
+ return ('ERROR', undef);
+ }
+ if($isNotCached && defined($cache{'StatisticsCached'})) {
+ my @statkeys = split(':::', $cache{'StatisticsKeys'});
+ delete $cache{'StatisticsKeys'};
+ delete $cache{'StatisticsCached'};
+ foreach(@statkeys) {
+ delete $cache{$_};
+ }
+ }
+
+ untie(%cache);
+ if($isNotCached) {
+ &Apache::loncoursedata::DownloadStudentCourseDataSeparate($students,
+ 'true',
+ $cacheDB,
+ 'true',
+ 'true',
+ $courseID,
+ $r, $c);
+ }
+ if($c->aborted()) { return ('ERROR', undef); }
+
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
+ $r->print('Unable to tie database.3');
+ return ('ERROR', undef);
+ }
+ my $problemData;
+ if($isNotCached) {
+ ($problemData) = &ExtractStudentData(\%cache, $students);
+ &CalculateStatistics($problemData, \%cache, $courseID);
+ }
+ untie(%cache);
+
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
+ $r->print('Unable to tie database.4');
+ return ('ERROR', undef);
+ }
+ if($isNotCached) {
+ foreach(keys(%$problemData)) {
+ $cache{$_} = $problemData->{$_};
+ }
+ $cache{'StatisticsKeys'} = join(':::', keys(%$problemData));
+ $cache{'StatisticsCached'} = 'true';
+ $cache{'StatisticsLastStatus'} = $cache{'Status'};
+ $cache{'StatisticsWhichStudents'} = $whichStudents;
+ }
+ untie(%cache);
+
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
+ $r->print('Unable to tie database.5');
+ return ('ERROR', undef);
+ }
+
+ my $orderedProblems = &SortProblems(\%cache,
+ $cache{'ProblemStatisticsSort'},
+ $cache{'SortProblems'},
+ $cache{'ProblemStatisticsAscend'});
+ untie(%cache);
+
+ return ('OK', $orderedProblems);
+}
+
+sub BuildProblemStatisticsPage {
+ my ($cacheDB, $students, $courseID, $c, $r)=@_;
+
+ my @Header = ("Homework Sets Order","#Stdnts","Tries","Mod",
+ "Mean","#YES","#yes","%Wrng","DoDiff",
+ "S.D.","Skew.","D.F.1st","D.F.2nd");
+ my $color=&setbgcolor(0);
+ my %cache;
+
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
+ $r->print('Unable to tie database.6');
+ return;
+ }
my $Ptr = '';
- $Ptr .= '
';
+ $Ptr .= '';
$Ptr .= 'Select Map | '."\n";
$Ptr .= '';
- $Ptr .= &Apache::lonhtmlcommon::MapOptions(\%cache, 'ProblemStatistics',
+ $Ptr .= &Apache::lonhtmlcommon::MapOptions(\%cache, 'Statistics',
'Statistics');
$Ptr .= ' |
'."\n";
$Ptr .= 'Sorting Type: | '."\n";
$Ptr .= ''."\n";
$Ptr .= &Apache::lonhtmlcommon::AscendOrderOptions(
- $cache{'ProblemStatisticsAscend'},
- 'ProblemStatistics',
- 'Statistics');
+ $cache{'ProblemStatisticsAscend'},
+ 'ProblemStatistics',
+ 'Statistics');
$Ptr .= ' |
'."\n";
$Ptr .= 'Select Sections';
$Ptr .= ' | '."\n";
$Ptr .= ''."\n";
my @sections = split(':',$cache{'sectionList'});
+ my @sectionsSelected = split(':',$cache{'sectionsSelected'});
$Ptr .= &Apache::lonhtmlcommon::MultipleSectionSelect(\@sections,
\@sectionsSelected,
'Statistics');
$Ptr .= ' |
'."\n";
- $Ptr .= &ProblemStatisticsButtons($cache{'DisplayFormat'},
- $cache{'DisplayLegend'});
+ $Ptr .= &ProblemStatisticsButtons($cache{'DisplayFormat'},
+ $cache{'DisplayLegend'},
+ $cache{'SortProblems'});
$Ptr .= '
';
if($cache{'DisplayLegend'} eq 'Show Legend') {
$Ptr .= &ProblemStatisticsLegend();
}
$r->print($Ptr);
$r->rflush();
+ untie(%cache);
- my @Header = ("Homework Sets Order","#Stdnts","Tries","Mod",
- "Mean","#YES","#yes","%Wrng","DoDiff",
- "S.D.","Skew.","D.F.1st","D.F.2nd","Disc.");
- my $color=&setbgcolor(0);
-
-# my %Discuss=&Apache::loncoursedata::LoadDiscussion($courseID);
- my $lastStatus = (defined($cache{'StatisticsLastStatus'})) ?
- $cache{'StatisticsLastStatus'} : 'Nothing';
- my $whichStudents = join(':::',sort(@$students));
- if(!defined($cache{'StatisticsCached'}) ||
- $lastStatus ne $cache{'Status'} ||
- $whichStudents ne $cache{'StatisticsWhichStudents'}) {
- if(defined($cache{'StatisticsCached'})) {
- untie(%cache);
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
- $r->print('Unable to tie database.');
- return;
- }
- my @statkeys = split(':::', $cache{'StatisticsKeys'});
- delete $cache{'StatisticsKeys'};
- delete $cache{'StatisticsCached'};
- foreach(@statkeys) {
- delete $cache{$_};
- }
- }
- untie(%cache);
- &Apache::loncoursedata::DownloadStudentCourseDataSeparate($students,
- 'true',
- $cacheDB,
- 'true',
- 'true',
- $courseID,
- $r, $c);
- if($c->aborted()) { return; }
-
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.');
- return;
- }
- my ($problemData) = &ExtractStudentData(\%cache, $students);
- &CalculateStatistics($problemData, \%cache);
- untie(%cache);
-
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_WRCREAT(),0640)) {
- $r->print('Unable to tie database.');
- return;
- }
- foreach(keys(%$problemData)) {
- $cache{$_} = $problemData->{$_};
- }
- $cache{'StatisticsKeys'} = join(':::', keys(%$problemData));
- $cache{'StatisticsCached'} = 'true';
- $cache{'StatisticsLastStatus'} = $cache{'Status'};
- $cache{'StatisticsWhichStudents'} = $whichStudents;
- untie(%cache);
-
- unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- $r->print('Unable to tie database.');
- return;
- }
+ my ($result, $orderedProblems) =
+ &InitializeProblemStatistics($cacheDB, $students, $courseID, $c, $r);
+ if($result ne 'OK') {
+ return;
}
- my $orderedProblems = &SortProblems(\%cache,
- $cache{'ProblemStatisticsSort'},
- $cache{'ProblemStatisticsAscend'});
- &BuildStatisticsTable(\%cache, $cache{'DisplayFormat'}, $orderedProblems,
+ unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
+ $r->print('Unable to tie database.6');
+ return;
+ }
+ &BuildStatisticsTable(\%cache, $cache{'DisplayFormat'},
+ $cache{'SortProblems'}, $orderedProblems,
\@Header, $r, $color);
untie(%cache);
@@ -184,17 +219,51 @@ sub BuildProblemStatisticsPage {
}
sub BuildGraphicChart {
- my ($graph,$cacheDB,$courseDescription,$r)=@_;
+ my ($graph,$cacheDB,$courseDescription,$students,$courseID,$r,$c)=@_;
my %cache;
my $max = 0;
-
unless(tie(%cache,'GDBM_File',$cacheDB,&GDBM_READER(),0640)) {
- return 'Unable to tie database.';
+ return 'Unable to tie database.7';
+ }
+
+ my $title = '';
+ if($graph eq 'DoDiffGraph') {
+ $title = 'Degree-of-Difficulty';
+ } else {
+ $title = 'Wrong-Percentage';
+ }
+
+ my $currentSequence = -1;
+ my $sortProblems = 'Sort Within Sequence';
+
+ my ($result, $orderedProblems) =
+ &InitializeProblemStatistics($cacheDB, $students, $courseID, $c, $r);
+ if($result ne 'OK') {
+ return;
}
-
- my @problems = split(':::', $cache{'problemList'});
+
my @values = ();
- foreach (@problems) {
+
+ foreach(@$orderedProblems) {
+ my ($sequence,$problem,$part)=split(':', $_);
+ if($cache{'StatisticsMaps'} ne 'All Maps' &&
+ $cache{'StatisticsMaps'} ne $cache{$sequence.':title'}) {
+ next;
+ }
+
+ if( $currentSequence == -1 ||
+ ($sortProblems eq 'Sort Within Sequence' &&
+ $currentSequence != $sequence)) {
+ if($currentSequence != -1) {
+ &DrawGraph(\@values,$courseDescription,$title,$max,$r);
+ }
+ if($sortProblems eq 'Sort Within Sequence') {
+ $r->print(''.$cache{$sequence.':title'}.'');
+ }
+
+ $currentSequence = $sequence;
+ @values = ();
+ }
my $data = 0;
if($graph eq 'DoDiffGraph') {
$data = sprintf("%.2f", $cache{$_.':degreeOfDifficulty'}),
@@ -208,23 +277,31 @@ sub BuildGraphicChart {
}
untie(%cache);
- my $sendValues = join(',', @values);
- my $sendCount = scalar(@values);
+ &DrawGraph(\@values,$courseDescription,$title,$max,$r);
- my $title = '';
- if($graph eq 'DoDiffGraph') {
- $title = 'Degree-of-Difficulty';
- } else {
- $title = 'Wrong-Percentage';
- }
- my @GData = ($courseDescription, 'Problems', $title, $max, $sendCount,
- $sendValues);
+ return;
+}
+
+
+sub DrawGraph {
+ my ($values,$courseDescription,$title,$Max,$r)=@_;
+ my $sendValues = join(',', @$values);
+ my $sendCount = scalar(@$values);
+
+ if ( $Max > 1 ) {
+ if ($Max % 10) {
+ $Max++;
+ }
+ #(10 - $Max % 10);
+ $Max = int($Max);
+ } else { $Max = 1; }
+ my @GData = ($courseDescription, 'Problem_number',
+ $title, $Max, $sendCount, $sendValues);
$r->print(''."\n");
- $r->print('');
+ $r->print('');
$r->print('
');
-#6666666
-# $r->print('
'.$out.'&'.$DoD);
-# print (OUT $out.'@'.$DoD.'&');
-#6666666
-
-#6666666
-# close( OUT );
-#666666
+
return;
}
sub TableRow {
my ($displayFormat,$Str,$RealIdx,$r,$color)=@_;
my($ref,$title,$source,$StdNo,$TotalTries,$MxTries,$Avg,$YES,$Override,
- $Wrng,$DoD,$SD,$Sk,$_D1,$_D2,$DiscNo,$Prob)=split(/\&/,$Str);
+ $Wrng,$DoD,$SD,$Sk,$_D1,$_D2)=split(/\&/,$Str);
my $Ptr;
if($displayFormat eq 'Display CSV Format') {
- $Ptr="\n".'
'.
- "\n".'"'.$RealIdx.'",'.
- "\n".'"'.$title.'",'.
- "\n".'"'.$source.'",'.
- "\n".'"'.$StdNo.'",'.
- "\n".'"'.$TotalTries.'",'.
- "\n".'"'.$MxTries.'",'.
- "\n".'"'.$Avg.'",'.
- "\n".'"'.$YES.'",'.
- "\n".'"'.$Override.'",'.
- "\n".'"'.$Wrng.'",'.
- "\n".'"'.$DoD.'",'.
- "\n".'"'.$SD.'",'.
- "\n".'"'.$Sk.'",'.
- "\n".'"'.$_D1.'",'.
- "\n".'"'.$_D2.'"'.
- "\n".'"'.$DiscNo.'"';
+ $Ptr='"'.$RealIdx.'",'."\n".
+ '"'.$title.'",'."\n".
+ '"'.$source.'",'."\n".
+ '"'.$StdNo.'",'."\n".
+ '"'.$TotalTries.'",'."\n".
+ '"'.$MxTries.'",'."\n".
+ '"'.$Avg.'",'."\n".
+ '"'.$YES.'",'."\n".
+ '"'.$Override.'",'."\n".
+ '"'.$Wrng.'",'."\n".
+ '"'.$DoD.'",'."\n".
+ '"'.$SD.'",'."\n".
+ '"'.$Sk.'",'."\n".
+ '"'.$_D1.'",'."\n".
+ '"'.$_D2.'"'."\n".
+ "
\n";
$r->print("\n".$Ptr);
} else {
- $Ptr="\n".''.
- "\n".''.$RealIdx.' | '.
- "\n".''.$ref.' | '.
- "\n".' '.$StdNo.' | '.
- "\n".''.$TotalTries.' | '.
- "\n".''.$MxTries.' | '.
- "\n".''.$Avg.' | '.
- "\n".' '.$YES.' | '.
- "\n".' '.$Override.' | '.
- "\n".' '.$Wrng.' | '.
- "\n".' '.$DoD.' | '.
- "\n".' '.$SD.' | '.
- "\n".' '.$Sk.' | '.
- "\n".' '.$_D1.' | '.
- "\n".' '.$_D2.' | '.
- "\n".' '.$DiscNo.' | ';
- $r->print("\n".$Ptr.'
' );
+ $Ptr=''."\n".
+ ''.$RealIdx.' | '."\n".
+ ''.$ref.' | '."\n".
+ ' '.$StdNo.' | '."\n".
+ ''.$TotalTries.' | '."\n".
+ ''.$MxTries.' | '."\n".
+ ''.$Avg.' | '."\n".
+ ' '.$YES.' | '."\n".
+ ' '.$Override.' | '."\n".
+ ' '.$Wrng.' | '."\n".
+ ' '.$DoD.' | '."\n".
+ ' '.$SD.' | '."\n".
+ ' '.$Sk.' | '."\n".
+ ' '.$_D1.' | '."\n".
+ ' '.$_D2.' | '."\n";
+ $r->print($Ptr.'
'."\n");
}
return;
@@ -387,22 +463,29 @@ sub setbgcolor {
}
sub ProblemStatisticsButtons {
- my ($displayFormat, $displayLegend)=@_;
+ my ($displayFormat, $displayLegend, $sortProblems)=@_;
my $Ptr = ' | ';
$Ptr .= '{'orderedSequences'})) {
@@ -525,11 +602,12 @@ sub ExtractStudentData {
}
}
- $problemData{$id.':sequenceTitle'} =
+ my $studentTriesJoined = join(':::', @studentTries);
+ $problemData{$id.':sequenceTitle'} =
$cache->{$sequence.':title'};
$problemData{$id.':studentCount'} = $studentCount;
$problemData{$id.':totalTries'} = $totalTries;
- $problemData{$id.':studentTries'} = \@studentTries;
+ $problemData{$id.':studentTries'} = $studentTriesJoined;
$problemData{$id.':totalAwarded'} = $totalAwarded;
$problemData{$id.':correct'} = $correct;
$problemData{$id.':correctByOverride'} = $correctByOverride;
@@ -568,11 +646,6 @@ sub ExtractStudentData {
$problemData{'studentsLowerListCriterion2'}=join(':::', @lowerStudents2);
$problemData{'problemList'} = join(':::', @problemList);
-# $Discussed=0;
-# if($Discuss->{"$name:$problem"}) {
-# $TotDiscuss++;
-# $Discussed=1;
-# }
return \%problemData;
}
@@ -582,7 +655,7 @@ sub SortDivideByTries {
my @orderedData = sort { ($data->{$a.':totalTries'}) ?
($data->{$a.$sortOn}/$data->{$a.':totalTries'}):0
<=>
- ($data->{$b.':totalTries'}) ?
+ ($data->{$b.':totalTries'}) ?
($data->{$b.$sortOn}/$data->{$b.':totalTries'}):0
} @$toSort;
@@ -590,7 +663,7 @@ sub SortDivideByTries {
}
sub SortProblems {
- my ($problemData,$sortBy,$ascend)=@_;
+ my ($problemData,$sortBy,$sortProblems,$ascend)=@_;
my @problems = split(':::', $problemData->{'problemList'});
if($sortBy eq "Homework Sets Order") {
@@ -609,14 +682,47 @@ sub SortProblems {
elsif($sortBy eq "DoDiff") { $data = ':degreeOfDifficulty'; }
elsif($sortBy eq "S.D.") { $data = ':standardDeviation'; }
elsif($sortBy eq "Skew.") { $data = ':skewness'; }
- elsif($sortBy eq "D.F.1st") { $data = ':discriminantFactor1'; }
- elsif($sortBy eq "D.F.2nd") { $data = ':discriminantFactor2'; }
- elsif($sortBy eq "Disc.") { $data = ''; }
+ elsif($sortBy eq "D.F.1st") { $data = ':discriminationFactor1'; }
+ elsif($sortBy eq "D.F.2nd") { $data = ':discriminationFactor2'; }
else { return \@problems; }
- my @orderedProblems =
- sort { $problemData->{$a.$data} <=> $problemData->{$b.$data} }
- @problems;
+ my %temp;
+ my @sequenceList=();
+ foreach(@problems) {
+ my ($sequence) = split(':', $_);
+
+ my @array=();
+ my $tempArray;
+ if(defined($temp{$sequence})) {
+ $tempArray = $temp{$sequence};
+ } else {
+ push(@sequenceList, $sequence);
+ $tempArray = \@array;
+ $temp{$sequence} = $tempArray;
+ }
+
+ push(@$tempArray, $_);
+ }
+
+ my @orderedProblems;
+ if($sortProblems eq "Sort Within Sequence") {
+ foreach(keys(%temp)) {
+ my $tempArray = $temp{$_};
+ my @tempOrder =
+ sort { $problemData->{$a.$data} <=> $problemData->{$b.$data} }
+ @$tempArray;
+ $temp{$_} = \@tempOrder;
+ }
+ foreach(@sequenceList) {
+ my $tempArray = $temp{$_};
+ @orderedProblems = (@orderedProblems, @$tempArray);
+ }
+ } else {
+ @orderedProblems =
+ sort { $problemData->{$a.$data} <=> $problemData->{$b.$data} }
+ @problems;
+ }
+
if($ascend eq 'Descending') {
@orderedProblems = reverse(@orderedProblems);
}
@@ -625,32 +731,36 @@ sub SortProblems {
}
sub CalculateStatistics {
- my ($data, $cache)=@_;
+ my ($data, $cache, $courseID)=@_;
my @problems = split(':::', $data->{'problemList'});
foreach(@problems) {
# Mean
- $data->{$_.':mean'} = ($data->{$_.':studentCount'}) ?
+ my $mean = ($data->{$_.':studentCount'}) ?
($data->{$_.':totalTries'} / $data->{$_.':studentCount'}) : 0;
+ $data->{$_.':mean'} = sprintf("%.2f", $mean);
# %Wrong
- $data->{$_.':percentWrong'} = ($data->{$_.':studentCount'}) ?
+ my $pw = ($data->{$_.':studentCount'}) ?
(($data->{$_.':wrong'} / $data->{$_.':studentCount'}) * 100.0) :
100.0;
+ $data->{$_.':percentWrong'} = sprintf("%.1f", $pw);
# Degree of Difficulty
- $data->{$_.':degreeOfDifficulty'} = ($data->{$_.':totalTries'}) ?
+ my $dod = ($data->{$_.':totalTries'}) ?
(1 - (($data->{$_.':correct'} + $data->{$_.':correctByOverride'}) /
$data->{$_.':totalTries'})) : 0;
+ $data->{$_.':degreeOfDifficulty'} = sprintf("%.2f", $dod);
+
# Factor in mean
- my $studentTries = $data->{$_.':studentTries'};
- foreach(my $index=0; $index < scalar(@$studentTries); $index++) {
- $studentTries->[$index] -= $data->{$_.':mean'};
+ my @studentTries = split(':::', $data->{$_.':studentTries'});
+ foreach(my $index=0; $index < scalar(@studentTries); $index++) {
+ $studentTries[$index] -= $mean;
}
my $sumSquared = 0;
my $sumCubed = 0;
- foreach(@$studentTries) {
+ foreach(@studentTries) {
my $squared = ($_ * $_);
my $cubed = ($squared * $_);
$sumSquared += $squared;
@@ -658,15 +768,27 @@ sub CalculateStatistics {
}
# Standard deviation
- $data->{$_.':standardDeviation'} = ($data->{$_.':studentCount'} - 1) ?
- ((sqrt($sumSquared)) / ($data->{$_.':studentCount'} - 1)) : 0;
+ my $standardDeviation;
+ if($data->{$_.':studentCount'} - 1 > 0) {
+ $standardDeviation = (sqrt($sumSquared)) /
+ ($data->{$_.':studentCount'} - 1);
+ } else {
+ $standardDeviation = 0.0;
+ }
+ $data->{$_.':standardDeviation'} = sprintf("%.1f", $standardDeviation);
# Skewness
- my $standardDeviation = $data->{$_.':standardDeviation'};
- $data->{$_.':skewness'} = ($data->{$_.':standardDeviation'}) ?
- (((sqrt($sumSquared)) / $data->{$_.':studentCount'}) /
- ($standardDeviation * $standardDeviation * $standardDeviation)) :
- 0;
+ my $skew;
+ if($standardDeviation > 0.0999 && $data->{$_.':studentCount'} > 0) {
+ $skew = (((sqrt($sumSquared)) / $data->{$_.':studentCount'}) /
+ ($standardDeviation *
+ $standardDeviation *
+ $standardDeviation));
+ } else {
+ $skew = 0.0;
+ }
+
+ $data->{$_.':skewness'} = sprintf("%.1f", $skew);
# Discrimination Factor 1
my ($sequence, $problem, $part) = split(':', $_);
@@ -686,7 +808,8 @@ sub CalculateStatistics {
}
$lower1Sum = (scalar(@lower1)) ? ($lower1Sum/(scalar(@lower1))) : 0;
- $data->{$_.':discriminationFactor1'} = $upper1Sum - $lower1Sum;
+ my $df1 = $upper1Sum - $lower1Sum;
+ $data->{$_.':discriminationFactor1'} = sprintf("%.2f", $df1);
# Discrimination Factor 2
my @upper2 = split(':::', $data->{'studentsUpperListCriterion2'});
@@ -704,7 +827,24 @@ sub CalculateStatistics {
}
$lower2Sum = (scalar(@lower2)) ? ($lower2Sum/(scalar(@lower2))) : 0;
- $data->{$_.':discriminationFactor2'} = $upper2Sum - $lower2Sum;
+ my $df2 = $upper2Sum - $lower2Sum;
+ $data->{$_.':discriminationFactor2'} = sprintf("%.2f", $df2);
+
+ my %storestats;
+ my $Average = ($data->{$_.':studentCount'}) ?
+ $data->{$_.':totalTries'}/$data->{$_.':studentCount'} : 0;
+ $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
+ '___timestamp'}=time;
+ $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
+ '___stdno'}=$data->{$_.':studentCount'};
+ $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
+ '___avetries'}=$Average;
+ $storestats{$courseID.'___'.$cache->{$sequence.':source'}.
+ '___difficulty'}=$data->{$_.':degreeOfDifficulty'};
+ $cache->{$sequence.':source'} =~ /^(\w+)\/(\w+)/;
+ if($data->{$_.':studentCount'}) {
+ &Apache::lonnet::put('nohist_resevaldata',\%storestats,$1,$2);
+ }
}
return;
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