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Related Concept Videos

Introduction to Test of Independence01:21

Introduction to Test of Independence

In statistics, the term independence means that one can directly obtain the probability of any event involving both variables by multiplying their individual probabilities. Tests of independence are chi-square tests involving the use of a contingency table of observed (data) values.
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
Independent and Dependent Sources01:18

Independent and Dependent Sources

In electrical circuits, sources play a crucial role in providing power for the operation of the circuit. These sources can be broadly categorized into two types: independent and dependent.
Independent voltage or current sources supply a fixed amount of voltage or current, respectively, which is unaffected by other elements within the circuit. These are represented using specific symbols. Independent voltage sources are symbolized with polarities (+ and -), indicating the direction of the...
Social Loafing01:37

Social Loafing

Another way in which a group presence can affect performance is social loafing—the exertion of less effort by a person working together with a group. Social loafing occurs when our individual performance cannot be evaluated separately from the group. Thus, group performance declines on easy tasks (Karau & Williams, 1993). Essentially individual group members loaf and let other group members pick up the slack. Because each individual’s efforts cannot be evaluated, individuals become less...
Relationship Growth01:27

Relationship Growth

Interpersonal relationships progress through stages, beginning with awareness and moving toward mutuality, where emotional connections deepen. While many relationships remain at moderate levels of mutuality, deeper connections form through self-disclosure, trust, and interdependence.Self-DisclosureSelf-disclosure involves revealing personal information, starting with surface-level details and gradually progressing to more intimate content. As trust grows, individuals feel more comfortable...
Hypothesis Test for Test of Independence01:16

Hypothesis Test for Test of Independence

The test of independence is a chi-square-based test used to determine whether two variables or factors are independent or dependent. This hypothesis test is used to examine the independence of the variables. One can construct two qualitative survey questions or experiments based on the variables in a contingency table. The goal is to see if the two variables are unrelated (independent) or related (dependent). The null and alternative hypotheses for this test are:
H0: The two variables (factors)...
Microbial Interactions: Cooperation01:26

Microbial Interactions: Cooperation

Microbial cooperation involves beneficial interactions in which different species work together for individual or mutual advantage. These interactions can profoundly influence ecological dynamics and evolutionary processes, and they are essential to many pathogenic and symbiotic relationships.Nematode–Bacteria CooperationA striking example is the relationship between the Gram-negative bacterium Xenorhabdus nematophila and the parasitic nematode Steinernema carpocapsae. Juvenile nematodes...

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Related Experiment Video

Updated: May 24, 2026

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity
06:11

High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

Published on: September 26, 2025

Collaboration equals independence.

Lola Butcher

    Hospitals & Health Networks
    |February 21, 2012
    PubMed
    Summary
    This summary is machine-generated.

    Independent hospitals can thrive through strategic partnerships instead of mergers or acquisitions. This approach is crucial for navigating the evolving landscape of collaborative healthcare.

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    Published on: July 21, 2021

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    Last Updated: May 24, 2026

    High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity
    06:11

    High-definition Transcranial Direct Current Stimulation over Right Dorsolateral Prefrontal Cortex to Enhance Metacognitive Sensitivity

    Published on: September 26, 2025

    Inter-Brain Synchrony in Open-Ended Collaborative Learning: An fNIRS-Hyperscanning Study
    04:44

    Inter-Brain Synchrony in Open-Ended Collaborative Learning: An fNIRS-Hyperscanning Study

    Published on: July 21, 2021

    Area of Science:

    • Health Services Research
    • Healthcare Management
    • Collaborative Healthcare Models

    Background:

    • The healthcare industry is increasingly consolidating through mergers and acquisitions.
    • Independent hospitals face pressure to adapt to a changing landscape.
    • Collaborative healthcare models are emerging as an alternative to traditional consolidation.

    Purpose of the Study:

    • To explore alternative strategies for independent hospitals to maintain viability.
    • To identify the role of strategic partnerships in hospital sustainability.
    • To examine successful models of collaboration in the current healthcare environment.

    Main Methods:

    • Case study analysis of hospitals in Wyoming and Ohio.
    • Qualitative research on partnership structures and outcomes.
    • Review of healthcare policy and economic trends.

    Main Results:

    • Strategic partnerships offer a viable alternative to mergers for independent hospitals.
    • Collaboration enables hospitals to share resources, improve efficiency, and enhance patient care.
    • Successful partnerships require clear goals, shared governance, and mutual benefit.

    Conclusions:

    • Independent hospitals can achieve long-term success by forming strategic alliances.
    • Partnerships foster resilience and adaptability in the face of industry changes.
    • The findings support the adoption of collaborative models for healthcare sustainability.