Big Data In Healthcare

In Japan, prices for every procedure and drug are negotiated every two years between the physicians and the government. The prices are fixed and the same regardless of where you go in Japan for treatment (Reid, 2008). In the United States, different healthcare plans offer a variety of coverage for medications but some prescriptions can be denied by the insurance company based on your type of insurance plan. Drug companies are very competitive in the United States and prices are expensive. Frequently, insurance companies might cover a similar or generic form of medication rather than the brand name medication and insurance co-pays differ depending on which drug is prescribed.

Rising health insurance premiums have made healthcare unaffordable in the United States. Health insurance premiums in this country have undergone a steady rise over the past few years while incomes have remained the same. More than 50% of individuals with low incomes holding private insurance in the United States are unable to afford their healthcare costs (Collins, Gunja, Doty & Buetel, 2015). In addition, costs related to healthcare are equally unaffordable to 25% of working-age individuals who hold private health insurance policies (Collins et al., 2015). According to the Kaiser Family Foundation/Health Research and Educational Trust (Kaiser/HRET) survey on employer health benefits, employer-sponsored health insurance plans have also had moderate rises in premiums in 2013 for both individuals and family coverage (Claxton et al., 2013). While

The cost of health care has been at the forefront of politics for years. It is one of the most talked about topics not just in political venues but also country wide. Every American has an opinion on how our economy can be fixed and they are passionate about health care reform. The price of insurance alone causes many Americans to not have coverage. For those that can afford coverage, the struggle to pay co pays is immensely crippling their bank accounts. Of these burdens on Americans today, the most frightening fact lies in the cost of prescription medications.

A., & Fonkych, K. (2008). Hospital pricing and the uninsured: Do the uninsured pay higher prices? Health Affairs, 27(2), 116-122. Retrieved from doi: 10.1377/hlthaff.27.2.w116

I will compare the current health care system with the new Patient Protection and Affordable Care Act (ACA) that became law on March 23, 2010.   The current system, which is being phased out between 2011 and 2018 is increasingly inaccessible to many poor and lower-middle-class people. About 47 million Americans lack health insurance, an increase of more than two million people from 2005 (Rover, 2011) the increasingly complex warfare between insurers and hospitals over who pays the bills is gobbling up a great deal of money and the end result is that the United States pays roughly twice as much per

A major contributor to the rise of healthcare cost is that heath spending for individuals is primarily funded by third-parties. Because consumers of healthcare share little of the financial burden of the cost of the care they receive, patients and physicians are incentivized to utilize healthcare at a higher rate than they would if cost was a larger factor. The United States healthcare systems is based on a capitalist system but it operates in an imperfect marketplace that is no competitive. The current marketplace is not highly regulated as there is not a national health care program for all Americans which allow prices to be regulated and controlled effectively by a single regulating body. In this imperfect

Perhaps the saddest part about these high prices are the people who will most feel the effects of the impossible costs. For the average healthy citizen, it is relatively easy to switch plans or providers in an effort to receive an optimal rate. Those who are already sick and injured, however, won’t have as easy a time of it. These people have

Where there is transparency, there is good accountability thereby reducing government deficit. “Its past time to require transparency of cost and outcomes, so consumers can make informed choices about their care. As patient – consumers increasingly transition to high-deductible plans and other models that increase their cost exposure, they will demand more transparency and information for the choices they need to make. However, simply having some awareness that not every hospital is performing equally well and consumers should be making informed choices is an important first step towards a true market-based healthcare system”(Rita Numerof

Currently it is often difficult to make informed decisions about their care because of the opaque nature of health care pricing. Houk and Cleverly (2014) contend that pricing transparency could give health care providers a chance to garner increases in patient census; even if they do not have the least expensive price for a specific procedure, by allow health care providers the qualify why their services cost what they do. The demand for price transparency should be embraced in the future because it could create a forum that allow actual competition for patients and allow health care providers a chance to differentiate

Comparatively, health care coverage costs more for the middle class and provides less coverage than that of upper class or poverty-level patients. “When insurance is offered, it is becoming increasingly unaffordable for

One of the greatest changes in healthcare in the past ten years has been the rise of managed care, much to the displeasure of many patients and physicians alike. Managed care arose out of concern about spiraling healthcare costs and was designed to encourage physicians to give patients treatments that were cost-effective out of their own financial interests. "The consumer strategy was directed at imposing some barriers to use by levying various forms of co-insurance. The most common approaches used either deductibles (where the consumer paid the first portion of the bill a technique familiar in other types of insurance) or co-payments (where the consumer paid a portion of the bill and the insurance company the rest) or a combination of both' (Kane et al 1994). Managed care has given health insurance companies an increasingly significant voice in how treatment is administered and allocated. Managed care has proliferated in the past decade despite considerable criticism of the practice of 'nickel and diming' patients as well as the considerable bureaucratic red tape it is has generated. Also, research indicates that healthy, well-insured patients tend to over-consume care without meaningful co-pays but poorer, sicker patients can be deterred even by moderate co-payments and suffer negative health consequences (Kane et al 1994). However, managed care has not gone away and is a reality that all healthcare

I believe the HFMA task force called for health plans to provide information to their patients about high and low prices for different health care services, patients total out-of-pocket cost, whether a certain service provider is within their network, and other outcomes, safety and patient satisfaction form. Medicare and Medicaid beneficiaries, the task force advice that government agencies adopt a similar way to price transparency and comparisons in advance of tests and

Besides, studies delving into the economics of the medical marketplace consistently find that a moderately higher or lower price doesn't change consumer purchasing decisions much, if at all, because in health care there is little of the price sensitivity found in conventional marketplaces, even on the rare occasion that patients know the cost in advance. Most hospital administrators defend such chargemaster rates at all, they maintain that they are just starting points for a negotiation. But patients don't typically know they are in a negotiation when they enter the hospital, nor do hospitals let them know that.

Big data is an interesting concept, in which people use data to analyze trends, patterns, and associations and make use of these revelations to predict outcomes. You are using data every day that is being recorded to identify people’s desires and requests, and more specifically your desires and requests. Big data is used in retail, government, healthcare, car companies, and education, basically everywhere. Big data can allow for great advancements and prevention in all aspects of life, more specifically in healthcare. Big data is important to healthcare, because it can allow professionals to identify who has a greater risk of a disease and thus allows early detection and prevention. It allows tracking which medicine is more effective than the other. It allows for healthcare providers to have better records and accuracy in each and every patient. Big data is important to healthcare and here is why.

As we know, for delivering good qualitative service in healthcare industry, data plays an important role. So it’s necessary to understand the fact that the big data must be used in a right way to make health service industries successful. For managing and analysing the big data it’s important to have a good knowledge about the healthcare data complexity, framework, technologies for “big data analytics in healthcare industries”.