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Colleges' Revenue and Expenditures, FY 2020: The figures for tuition and fees, which exclude room and board, are net after discounts and allowances. Federal nonoperating grants include Pell Grants. Expenditures for instruction, research, public service, academic and institutional support, and student services include wages and benefits to employees in those areas. 'Student services' include admissions, financial-aid administration, career guidance, and student activities. 'Educational activities' include sales of goods and services incidental to instruction, such as film rentals, scientific and literary publications, and testing services. 'Auxiliary enterprises' include residence halls, food services, employee parking, student unions, and college stores. Appropriations, gifts, grants, and other revenues are counted for the current year whether or not their use is restricted

• Source: The Chronicle of Higher Education. August 19, 2022, Vol. 68 Issue 25, p72, 2 p.

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ACRL, PLA Launch Data Analysis Tool

• Authors : Enis, Matt

• Source: Library Journal. December 2021, Vol. 146 Issue 12, p14, 2 p.

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ACRL, PLA Partner on New Digital Data Tool

• Source: American Libraries. Jan-Feb 2022, Vol. 53 Issue 1-2, p12, 2 p.

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Automating Bias.

• Authors : Eubanks, Virginia (AUTHOR)

Subjects: POVERTY reduction; AUTOMATION; DANIELS, Mitchell Elias, 1949-INDIANA

• Source: Scientific American. Nov2018, Vol. 319 Issue 5, p68-71. 4p. 1 Color Photograph.

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HOW DO PUBLIC SERVICE USERS SEE PUBLIC INSTITUTIONS? DEVELOPMENT AND VALIDATION OF THE PUBLIC BRAND PERSONALITY SCALE

• Authors : Carvalho, Daniel; Demo, Gisela; Scussel, Fernanada

• Source: REMark. Revista Brasileira de Marketing. April-June, 2022, Vol. 21 Issue 3, p673, 28 p.

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Scientists at Dongguk University Researchers Propose Network Effect-Based Model to Enhance Business Intelligence, Facilitate Big Data Analysis

• Source: Internet Business News. February 6, 2023

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Research on variable rate fertilisation machine based on big data analysis

• Authors : Gao, Fang; Li, Hongchang

• Source: Acta agriculturæ Scandinavica.Section B.Soil and plant science. 72(1):225-236

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Highest- to Lowest-Paid Noninstructional Employees at Colleges by Sector, 2020-21: Across all sectors, management was the highest-paid category, with an average pay of $111,223, while public service was the second highest at $76,665. The category with the largest total number of employees was office and administrative support at 267,902

• Source: The Chronicle of Higher Education. August 19, 2022, Vol. 68 Issue 25, p61, 1 p.

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Patient and public involvement in care home research: Reflections on the how and why of involving patient and public involvement partners in qualitative data analysis and interpretation

• Authors : Stocker, Rachel; Brittain, Katie; Spilsbury, Karen

• Source: Health expectations. 24(4):1349-1356

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Wordcraft, applied qualitative data analysis (QDA); tools for public and voluntary social services

• Source: Reference & Research Book News. Feb, 2010, Vol. 25 Issue 1

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