Healthcare administration leader for a health services organization

You are the healthcare administration leader for a health services organization and are interested in achieving a standard, whereby 90% of all patients are screened within the initial 15 minutes of arriving for a family practice appointment. In a random sample of 30 patients, you find that 25 were screened within 15 minutes. The probability that this event (or one more extreme) would occur, might be modeled as a binomial with the following probability statement:

P(X≤25 | N=30, p=0.9)

To solve, you use =binom.dist(25, 30, 0.9, TRUE) in Excel and find that you would expect 25 or fewer screenings in 30 trials when the success rate should be 0.9 about 17.5% of the time.

 

Post an example of how one of the distributions presented might be used in your health services organization or one with which you are familiar. Then, generate a representative probability statement based on the scenario and solve using fictitious data. Be specific in your probability statement.

 

Sample Solution

opulation to mobilise. Furthermore, if the state is able to reallocate resources effectively despite an economic crisis, they may be able to withstand opposition to power; for example, by “[cutting] back outlays on subsidies, enabling it to concentrate more resources on the police, domestic security, and the state’s cultural and media propaganda machinery”[9] (page 165), as was undertaken in Egypt under Mubarak. While wealth and development are undoubtedly significant in causing a shift towards democratic governance, “authoritarian regimes around the world [have shown] that they can reap the benefits of economic development while evading any pressure to relax their political control. [An example is China’s economy, which] has grown explosively over the last 25 years, [even though] its politics have remained essentially stagnant.”[10] Evidence of this undermines the thesis that economic factors are the most significant.
A second possible explanation for some non-democratic regimes outliving others is the importance of cultural and religious factors.
As argued by Almond and Verba, there is a certain “‘civic culture’ [which] is necessary for the establishment of democracy, and […] this sort of culture is not easy transferable to non-Western cultures”[15]. The widespread acceptance of state authority and obedience towards civic duties defines the nature of Western culture: for example, the “obeying [of] the laws of the country, paying the taxes levied by the government [or] serving in a jury or as a witness in court”[16]. Almond and Verba argue the Western “mix of parochial passivity and modern participant activism”[17] is only compatible with certain cultures, and could be a factor fixing countries in non-democratic regimes. Some of the most likely explanations for this are likely to be historical religious influences, particularly the influence of Protestantism in the early 17th century in Western Europe. Steve Bruce argues that “Protestantism has contributed to modern democracy [by] pioneering a particularly effective combination of individualism and community spirit”[18], and the differing cultures of historically Islamic cultures are perhaps strengthening the likelihood of non-democratic regimes’ survivals today.
As explained in the view of Sayyid Qutb, “Islam is irreconcilable with the main assumptions of democratic government, and therefore Islam and democracy are incompatible”[11]. This view is supported by Huntington, writing that “the nature of Islamic culture [is] inhospitable [to] democracy”[12], since “democracy clashes with the Islamic notion of the sovereignty of God [and means] taking power from the hands of its usurpers and restoring it to God alone”[11]. In this regard, we can see how Islamic countries may be less likely to democratise and thus be more rigidl

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