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Related Concept Videos

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:
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Data Collection III01:05

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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.
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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...
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Data collection refers to a systematic way of obtaining, observing, measuring, and analyzing accurate information. Observational studies are one of the most widely used methods of data collection. It involves collecting data by observing the behavior and physical characteristics of a sample without making any modifications to the sample.
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
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Data Collection I01:30

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Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of...
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Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
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Related Experiment Video

Updated: Sep 19, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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Assessing the Processes and Experiences of Using and Implementing a Routine Data Collection System at Two Aboriginal

Katinka van de Ven1,2,3, Erin Cunningham4,5, Phillip J Tully6,7

  • 1360Edge, Melbourne, Australia.

Drug and Alcohol Review
|June 8, 2025
PubMed
Summary

Implementing routine data collection in Aboriginal alcohol and other drug (AOD) services improves quality but faces sustainability challenges. Staff buy-in and streamlined processes are key for long-term success in AOD treatment.

Keywords:
Aboriginal healthalcohol and other drugsclient outcomesparticipatory evaluation

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Area of Science:

  • Public Health
  • Health Services Research
  • Indigenous Health

Background:

  • Routine data collection is vital for quality improvement in alcohol and other drug (AOD) services.
  • Implementation in Aboriginal residential services presents unique challenges.
  • This study focuses on family-centric AOD rehabilitation services in rural Queensland.

Purpose of the Study:

  • To evaluate the implementation processes and client/staff experiences of a routine data collection system.
  • To identify facilitators and barriers to sustainable data collection in Aboriginal AOD residential settings.

Main Methods:

  • A participatory evaluation approach involving staff and clients.
  • Co-design and implementation of data collection tools over two phases.
  • Utilized validated questionnaires (Aboriginal Resilience and Recovery Questionnaire, WHOQOL-BREF) and AOD outcome measures.

Main Results:

  • Staff engagement was critical but difficult to sustain.
  • Logistical (IT, staff turnover) and financial barriers impacted sustainability.
  • Client surveys offered therapeutic value and led to service improvements; outcome monitoring needed refinement.

Conclusions:

  • Routine data collection can enhance AOD service quality and client outcomes.
  • Sustainability hinges on staff buy-in, streamlined processes, and resources.
  • Addressing follow-up barriers and ensuring relevance are crucial for ongoing success.