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Related Concept Videos

Planning Nursing Care II01:29

Planning Nursing Care II

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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,...
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Formats for Nursing Documentation01:28

Formats for Nursing Documentation

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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,...
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Planning Nursing Care I01:21

Planning Nursing Care I

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The planning phase of the nursing process helps nurses set priorities, outline patient-centered goals and expected outcomes, and tailor nursing interventions to align with the aligned care plan. Through the planning phase, the nurse applies critical thinking skills to align and develop interventions according to the patient's needs. It provides continuity of care allowing patients to receive the maximum benefit from treatment. It serves as a pilot plan for allocating individual staff to a...
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Nursing Assessment01:29

Nursing Assessment

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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...
9.7K
Nursing Implementation01:15

Nursing Implementation

6.5K
Implementation is the execution of the nursing care plan developed during the planning phase.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
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Nursing Evaluation01:15

Nursing Evaluation

4.6K
The evaluation stage signals the end of the nursing process. The nurse gathers evaluative data to assess whether or not the patient has attained the expected results. Whereas the nurse collects data in the nursing assessment to identify the patient's health concerns, the evaluation stage data determines if the indicated health issues are resolved. Evaluative data collection includes two sections: the data acquired to evaluate patient outcomes and the time criteria for data collection.
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Related Experiment Video

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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
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Framework for Mining and Analysis of Standardized Nursing Care Plan Data.

Ashfaq Khokhar1, Muhammad Kamran Lodhi2, Yingwei Yao3

  • 11 Illinois Institute of Technology, Chicago, IL, USA.

Western Journal of Nursing Research
|October 21, 2016
PubMed
Summary

This study introduces a framework to analyze nursing care data, addressing Big Data challenges. It enables better understanding of patient, nursing staff, and administrator outcomes.

Keywords:
Big Dataelectronic health recordsend of lifehospitalized patientsinformaticsnursing data

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Area of Science:

  • Health Informatics
  • Data Science
  • Nursing Research

Background:

  • Rapid growth in health data overwhelms current processing capabilities.
  • Online collection, storage, and processing of nursing care plans are underdeveloped.
  • The impact of nursing care lacks comprehensive qualitative and quantitative understanding.

Purpose of the Study:

  • To outline the complete life cycle of nursing care data.
  • To present a knowledge discovery and analysis framework for nursing data.
  • To highlight Big Data challenges in nursing data analysis.

Main Methods:

  • Data life cycle mapping.
  • Development of a knowledge discovery and analysis framework.
  • Application of the framework to an exemplar nursing data set.

Main Results:

  • Demonstrated applicability of the framework using an exemplar data set.
  • Identified knowledge discovery results for patient, nursing staff, and administrator outcomes.
  • Highlighted Big Data issues relevant to nursing care data analysis.

Conclusions:

  • The proposed framework facilitates knowledge discovery from nursing care data.
  • Addresses the gap in understanding the impact of nursing care.
  • Offers a scalable approach to analyze large nursing datasets.