Do calendar buffers protect executive decision time? A bounded study

Research question and scope

A six-week descriptive review of whether protected preparation and recovery windows remain intact around decision meetings. The unit of analysis is one accountable workflow outcome. Record meeting type, buffer rule, pre-read time, scheduled buffer, interruption, exception approver, decision time, and follow-up correction. Include only records created in the stated period and systems for which review is authorized. ^[1][2]

Define eligible, excluded, corrected, and exception cases before examining results. Keep administrative coordination separate from management judgment, specialist review, and the executive's acceptance of risk. ^[1][3]

Methodology and measures

Report buffers retained, late pre-reads, exceptions, decision deferrals, correction cycles, and meeting spillover. Use counts, medians, ranges, and short case descriptions. A second authorized reviewer should inspect a purposive subset and retain classification disagreements. ^[3][4]

Do not remove incomplete cases to improve the apparent result. State each missing field, compare only similar workflows, and document changes to definitions or collection procedures. ^[3][4]

Inference boundaries and practical use

The review can describe recorded ownership, timing, exceptions, correction, and acceptance within the sample. It cannot establish causation, rank individual performance, or create a universal staffing benchmark. ^[2][1]

Use the findings to select one approved process change, name its owner, and repeat the same bounded review. Support staff may assemble records, but system owners and qualified leaders retain access, legal, people, financial, and substantive decisions. ^[5][1]

Limitations and conclusion

Off-system work may be missing, recorded work may be overrepresented, and reviewers may classify ambiguous cases differently. The six-week window may capture an unusual operating cycle. The design cannot determine whether a buffer caused a better decision or whether leaders used protected time as intended. ^[3][4]

Publish the period, population, exclusions, missing data, review procedure, and any workflow change beside the findings. The defensible conclusion is limited to the observed records and definitions. ^[3][4]

Sources

1. Executive Secretaries and Executive Administrative Assistants, O*NET OnLine.
2. Secretaries and Administrative Assistants, U.S. Bureau of Labor Statistics, Occupational Outlook Handbook.
3. Assessing Data Reliability, U.S. Government Accountability Office.
4. NIST Privacy Framework, National Institute of Standards and Technology.
5. Security and Privacy Controls for Information Systems and Organizations, National Institute of Standards and Technology.
6. Executive Secretaries and Executive Administrative Assistants, U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics.
7. Business Formation Statistics, U.S. Census Bureau.
8. Nonfarm Business Sector: Labor Productivity, Federal Reserve Economic Data.
9. Productivity Statistics, OECD Data Explorer.
10. World Development Indicators, World Bank DataBank.
11. ILOSTAT Labour Statistics, International Labour Organization.
12. 2024 Work Trend Index Annual Report, Microsoft and LinkedIn.
13. The economic potential of generative AI, McKinsey Global Institute.
14. Creating helpful, reliable, people first content, Google Search Central.
15. Search Engine Optimization Starter Guide, Google Search Central.
16. Dear Manager, You Are Holding Too Many Meetings, Harvard Business Review.

Apply the research

Use the finding to frame one question for your own team: which support work is currently invisible, and who should own the next step? A scoped consultation can turn that question into a practical role.