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The flow of graduates will also depend on programme length (the distribution of years to graduation among cohorts of students), the attrition rate of the programme (the proportion of students who enrol in the programme but do not graduate) and the rate of entry to the regional supply by new graduates.
Many northern cities, including Middlesbrough and Huddersfield, have been smartened up with bright new universities, but the flow of graduates is still strongly southward.
Mark Henderson, the organisation's chief executive, said: "Stemming the flow of graduates and attracting more highly qualified British resident and foreign workers will be critical to economic growth across the north of England.
Graduates study hard to become part of our industries (not to mention the debts they've taken) and businesses have a responsibility to do everything they can to offer jobs, work experience or paid internships to help stem the flow of graduates moving away from the sectors they have worked so hard to be a part of.
(2) The University of Washington houses one of the top 10 computer science programs in the country, with a steady flow of graduates who want to remain in the region.
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Although this would reduce the flow of new graduates to the private sector from current levels, there would still be considerably fewer new graduates entering the public sector than the private sector in this scenario.
"I am concerned over the ability of my country to absorb the flow of these graduates.
They also hope to help curb the brain drain from small towns to big cities by increasing the flow of top graduates to public service jobs.
In return, state planners got access to a steady flow of trained graduates who were required to work where they were told.
Gibbs showed this by creating a mathematical model that simulated the flow of Ph.D. graduates into assistant professor positions.
If the public wants to have affordable higher education and the private sector wants to maintain a flow of skilled graduates and profitable innovations, they need to speak up for the greater good that public universities represent and step up the level of private support to defray the government's cuts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com