; (D) establishing induction programs for novice teachers during their first 2 years in the profession; (E) (i) providing tuition assistance, a stipend, or a housing allowance during student teaching to student teachers participating in the program who commit to teaching placements that would address any of the shortages described in clauses (i) or (ii) of subsection (c)(2)(B); and (ii) if the eligible entity chooses to do so, and only after assisting student teachers under clause (i), providing a stipend or housing allowance to teachers in their first or second year of teaching who commit to teaching placements that would address any of the shortages described in clauses (i) or (ii) of subsection (c)(2)(B); or (F) providing professional development for school administrators focusing on teacher leadership or teacher retention. (e) Matching funds (1) In general An eligible entity that receives a grant under subsection (a)(1)(A) shall provide, toward the cost of the activities assisted under the grant and from non-Federal sources, an amount equal to or greater than the amount of the grant, subject to paragraph (2). (2) Reduction or waiver of matching funds If the Secretary determines necessary based on the economic condition of the eligible entity, the Secretary may— (A) determine that a lesser matching amount than described in paragraph (1) is required, based on a sliding scale