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Data Collection II01:29

Data Collection II

8.5K
The nursing history captures and records the patient's health status, so that a care plan evolves to meet the patient's individual needs. The nursing health history is a part of the initial assessment. A comprehensive history covers all health dimensions and plays a significant role in the assessment process. A comprehensive history includes the patient's biographical information, reasons for seeking health care, expectations, present and past health history, medications, and...
8.5K
Planning Nursing Care II01:29

Planning Nursing Care II

2.9K
A nursing care plan can present in two forms: informal and formal. Informal is a care plan for the individual use of the nurse and goals they wish to accomplish during their shift. Informal care plans are not included in the patient chart. A formal nursing care plan is a written or computerized guide that organizes patient care. It is further subdivided into two: standardized and individualized care plans. Standardized care plans are pre-populated care plans for specific patient populations,...
2.9K
Documentation in Long-Term and Home Healthcare Setting01:29

Documentation in Long-Term and Home Healthcare Setting

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Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
976
Formats for Nursing Documentation01:28

Formats for Nursing Documentation

1.2K
Nursing documentation encompasses various formats designed to capture precise patient data, facilitate communication among healthcare team members, and ensure comprehensive and accurate patient records. Let's explore each of these formats in detail:
Nursing Assessment Form:
• A nursing assessment form is a foundational document that captures detailed patient data from physical assessments and nursing histories.
• It includes patient demographics, medical history,...
1.2K
Nursing Assessment01:29

Nursing Assessment

8.1K
The two sources for collecting information are primary and secondary. After gathering information, interpretation and validation help to complete the data. The purpose of assessment is to establish data with the initial information, to interpret data about the patient's perceived needs and health problems, and to respond to these problems identified.
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments...
8.1K
Data Collection III01:05

Data Collection III

2.9K
The physical assessment examines the patient for objective data that defines the patient's condition, and aids in formulating the nursing care plan. The purpose of physical assessment is a health status appraisal, which includes identifying health problems, and establishing a database for nursing intervention.
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
2.9K

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Updated: Sep 9, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
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The National Dementia Workforce Study: The Plan for Organization Sample Frames and Data Collection.

James Wagner1, Laura M Wagner2, Sheryl Zimmerman3,4

  • 1Survey Research Center, University of Michigan, Ann Arbor, Michigan, USA.

Journal of the American Geriatrics Society
|September 4, 2025
PubMed
Summary

Designing the National Dementia Workforce Study requires innovative sampling methods. This study addresses challenges in sampling diverse care settings and staff for a comprehensive understanding of dementia care.

Keywords:
data collectiondementiaestablishment surveysamplingworkforce

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Area of Science:

  • Gerontology
  • Healthcare Management
  • Public Health

Background:

  • Understanding the dementia care workforce is crucial for improving patient outcomes.
  • Existing national sampling frames are insufficient for capturing the full spectrum of dementia care providers.
  • Challenges include the diversity of care settings (nursing homes, assisted living, home care) and roles.

Purpose of the Study:

  • To outline the methodological approach for the National Dementia Workforce Study.
  • To address the complexities of sampling organizations and staff in dementia care.
  • To provide a framework for future research on the dementia care workforce.

Main Methods:

  • A two-stage probability sampling design was developed to address limitations in existing sampling frames.
  • Stage one involves sampling organizations and collecting staff rosters.
  • Stage two involves sampling individual staff members from provided rosters.

Main Results:

  • The study details a novel two-stage sampling strategy for organizations and staff in dementia care.
  • It highlights the necessity of developing supplemental sampling frames for assisted living and home care agencies.
  • The proposed methodology aims to enhance the coverage of the target dementia care population.

Conclusions:

  • The described sampling and recruitment plan provides a robust methodology for studying the dementia care workforce.
  • Addressing sampling frame limitations is critical for accurate representation of diverse care settings.
  • The generated data will be valuable for researchers aiming to improve dementia care systems.