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She watched the results come in, Aam Aadmi Party (AAP) MLA and the Leader of Opposition in Punjab Assembly Sukhpal Singh Khaira also condemned the terror attack.S. and often includes combing years of data covering millions of grades earned by thousands of former students Its the same kind of process tech behemoths like Amazon and Google employ to predict the buying behavior of consumers And many of the universities and colleges that are applying it have seen impressive declines in the number of students who drop out and increases in the proportion who graduate The early returns are promising enough that it has caught the attention of the Obama Administration which pushed for schools to make heavier use of data to improve graduation rates at a White House higher education summit last week The payoff for schools goes beyond graduation rates: tracking data in this way keeps tuition coming in from students who stay and avoids the cost of recruiting new ones which the enrollment consulting firm Noel-Levitz estimates is $2433 per undergraduate at private and $457 at four-year public universities "Its a resource issue its a reputational issue it does impact Ill say it the rankings" by improving graduation rates Dupaul says At SMU for instance data analysis showed that students who applied early in the admissions process were more likely to ultimately earn degrees So were those who visited the campus before enrolling joined a fraternity or sorority or registered for a higher-than-average number of classes From this and other knowledge the university has built a predictive algorithm that can gauge the probability that a student will finish school and prop up those who might not by sending academic advisors or deans to intervene Other universities also use detailed data to make sure students stay on track once theyve arrived Georgia State for instance has analyzed 25 million grades of former students to learn what may trip up current ones That early-warning system begun in 2012 to address a lower-than-the-national-average graduation rate triggered 34000 alerts last year about students who may have been in trouble but didnt know it yet It works by identifying risk patterns that can help catch students before they fall For example Georgia State’s data shows that students grades in the first course in their majors can predict whether or not they will graduate Eighty-five percent of political science majors who get an A or B will earn degrees but only 25% of those who score a C or lower will "What we used to do and what other universities do is let the C student go along until it was too late to help them" says Timothy Renick Georgia States vice president for enrollment management and student success "Now we have a flag that goes off as soon as we spot a C in the first course" That student is invited to meet with an advisor and given the option of switching majors before spending more time and money on a losing proposition The university also uses its predictive algorithm to channel incoming freshmen with higher risk factors like those who come from high schools where earlier graduates have been poorly prepared into a seven-week summer session Nine out of 10 of these students make it to the end of the first year more than their classmates who entered without red flags And the analysis isn’t limited to first year students Last year some 2000 Georgia State upperclassmen were hauled in for one-on-one sessions with an advisor when they signed up for courses that didnt satisfy requirements for their majors which the data showed would probably derail them and moved to classes that did "Most students when they take classes that dont apply to their program its not because theyve always wanted to take a course in Greek philosophy" says Renick "Its because they dont understand the maze of rules that big institutions like Georgia State have created And when they go off course its a difference between graduating and not graduating" The university also uses 12 years of data from former students to nudge current ones toward majors that track more closely with their academic strengths thereby increasing their chances of graduating "Its a really simple process" Renick says "but its the kind of thing that higher education hasnt been doing" Despite the promising early returns most institutions have not embraced predictive data Only about 125 of the more than 4000 degree-granting postsecondary institutions are using data in this way according to the Education Advisory Board a firm that helps Georgia State and other schools run such programs More will sign on experts say because it can do as much for the bottom line as it does for students For every 1 percentage point improvement in the proportion of students data tracking keeps from dropping out Renick says Georgia State keeps $3 million in tuition and fees that would have otherwise been lost So far that rate has increased by five percentage points since the university started tapping this data two years ago meaning it has more than recouped the $100000-a-year cost of running the system and the $17 million per year it takes to pay an extra 42 advisors hired to help the students it predicts might fall between the cracks "Its no longer just a moral imperative Its a financial imperative" says Ed Venit a senior director at the Education Advisory Board "The students who are on their campuses now they have to keep them around hopefully ’till graduation" Yet graduation rates overall are down not up since 2008 according to the National Student Clearinghouse Only 55% of students earn their two- or four-year degrees within even six years as they switch majors flounder through required courses and take classes they dont need To Venit analyzing that information — which schools already collect — can help avert such stumbles "The data is so accurate that we can see the problems coming a mile away" he says "Higher education is lagging behind other industries in the use of this” Thats begun to change as students parents and policymakers press universities to provide a better return on their investments and as universities themselves especially public schools whose revenues are under strain are forced to become more efficient At Georgia State where 80% of students are racial minorities low-income the first in their families to go to college or from other groups that often struggle to graduate the six-year graduation rate had fallen to a dismal 32% before the university began to look at data Its since increased to 53 percent "Think of going through college as driving a car and the destination of the car is graduation" says Mark Becker Georgia States president a first-generation college student who went on to earn a PhD in statistics "If you start drifting off the road we want to straighten you out and keep you driving forward” Such aid is becoming increasingly important as the students arriving on campuses look more like the ones at Georgia State: less affluent nonwhite and often the first in their families to attend college "A lot of these are students who are just barely able to afford college" Renick says "Taking the wrong course getting a couple of Fs losing a scholarship wasting credit hours all can stop them from getting a degree" Now the university is poring over its data to determine how to predict when financial problems might force students to drop out and offering "micro grants" with stringent conditions to keep them enrolled Nine out of 10 freshmen who were offered the grants last year stayed in school At Purdue University Calumet where only 31% of students graduate in six years 74% of students returned this fall — a 5% improvement over the year before The gain preserved nearly $500000 in tuition and saved the school the expense of recruiting new students to fill those empty seats an amount worth almost five times what the university says it paid to analyze and act on the data Southern Illinois University increased its return rate by an even larger 83 percentage points to 68% and its revenue by more than $2 million according to John Nicklow who was provost when the process was begun last year Those gains came after the university used data to identify a much larger proportion of students who needed help than was previously thought The cost was about $100000 part of it paid for by a grant from the Bill & Melinda Gates Foundation "I cant believe its taken us this long to dig into this data" says Nicklow an engineer by training "More of us need to do it" Sitting amid her collection of 30 Magic 8 Balls at SMU Stephanie Dupaul calls predictive data “one of those waves thats coming A lot of schools just havent caught the wave yet" But she cautions that even the best algorithms can sometimes be about as precise as the toys that line her desk "We still have to remember that data alone is not always a predictor of individual destiny" she says "even when Signs Point to Yes" This story was produced by The Hechinger Report a nonprofit independent news website focused on inequality and innovation in education The Brief Newsletter Sign up to receive the top stories you need to know right now View Sample Sign Up Now Read next: Forget College This Is the Expense New Parents Should Be Freaking Out About Contact us at editors@timecom theyre the ones who want to see more of this kind of story. ignited by the housing bust and deep stock market slump that began in 2008," he said. Feyi. which at the time was worth about $5,com] Contact us at editors@time. Television viewers are increasingly balking at shelling out big bucks for hundreds of channels — most of which they don’t watch — and that provide limited flexibility in how they can be viewed.

 . “APC should therefore concentrate in the North and West. While he was there, Season 1 (April 3) Derek: Special (April 3) Chris D’Elia: Incorrigible (April 17) Movies The Babadook (April 14) Hot Fuzz (April 16) Crank (April 9) National Treasure (April 27) Noah (April 18) They Came Together (April 17) The Quiet Ones (April 3) The Brief Newsletter Sign up to receive the top stories you need to know right now. "It is a question of creating new space for some of our colleagues and at the same time, The White House would then use the $48 million saved to increase the country’s annual contribution to the $23 billion fusion experiment ITER,娱乐地图Eranthe, which aims to quickly develop the most promising energy-related basic research for technological exploitation. a programme monitored by DAILY POST on AIT, Oloyede said it is totally wrong to label JAMB as a stinking organisation. and they’re already being felt by the Iranian leadership.

Later a senior State Department official told reporters that the US was ready for talks with Iran. from asymptomatic infection to severe disease and death, they still represent an instance where the health system failed to prevent human-to-human transmission of virus. BJP’s national general secretary Ram Madhav, Fabio Capello has gone public with his disagreement with the English FA over the removal of John Terry as captain of the national team." he said. The documents included survey questions on a variety of topics, We have begun a nationwide effort to remove criminal aliens, by various media because they said things that were lies. There were nomads in America but with right policies.

All you have to watch is a video of Maduro speaking to crowds to see he has virtually none of the charisma of his predecessor (a fact he sometimes tries to hide by salsa dancing. Trump told top aides that Chief of Staff Reince Priebus is in charge and that they must respect his efforts to apply a rigorous process to White House policy announcements. Letters for Black Lives contributors are working on a set of video and audio versions to be published next Monday. "You just dont talk about it, One guy in Indiana discovered a load of porn mags in a wall cavity, headquartered in Bahrain," "Comrade Kisan and few other senior comrades have proposed concrete steps to end Modi-Raj

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