Regression And Neural Media And Data Analysis

Dangerous illegal drugs have plagued American citizens and their youth for as long as the country has been in existence. These harmful drugs are not only responsible for countless amounts of deaths, but the corruption of the American society in general. All too many times have these drugs been blamed for insanity, racism, rebellion, and straight up violence. Today the government is spending approximately $19.179 billion in one year to combat these evils (Gifford). Unfortunately, even with all of this effort going in to stop illegal drug use, the “War on Drugs” is yet to produce almost any positive results. Because of this, politicians are urging the government to spend even more money to combat the seemingly

These programs in state level would cater health service on basic levels to rural areas and also the urban areas. However, There must be the same rules and regulations for health care services across the state as well as the country and the access to minority groups to health care services must be fast and continuous in rate. The positives of state flexibility in health care certainly outweigh the negative in that some states have more growth than other states, therefore in these situations, the levels of health care may differ. As population and development grows in a state, the health care industry must grow, thus increasing the need for new technology. "Due to the needs of vulnerable populations and the requirements necessary to make health insurance coverage for them viable, these programs are quite different from standard private health insurance plans (Teitelbaum & Wilensky, 2013)." Private state insurance health care plans have the flexibility of choosing what groups they want to cover and what type coverage they will pay for. Medicaids concern for the needy is ethical and moral, illness or injury doesn't

The War on Drugs is seen by many as an enormous factor of mass incarceration. There were more than 1.5 million drug arrests in the U.S. in 2014. More than 80% of them were for possession only (Drug Policy Alliance, 2017). 208,000 people are incarcerated for drug offenses in state prisons and 97,000 are incarcerated in federal prisons for the same reason. 1 in 5 incarcerated people are drug offenders (Peter Wagner, Bernadette Rabuy, 2017). According to Politifact, “The state and federal prison population remained fairly stable through the early 1970s, until the war on drugs began. Since then, it has increased sharply every year, particularly when Reagan expanded the policy effort in the 1980s, until about 2010…. In 1980, about 41,000 people were incarcerated for drug crimes, according to the Sentencing Project. In 2014, that number was about 488,400 — a 1,000 percent increase.” Even other factors, like

Seven States bear the burden of providing federally mandated services to 86 percent of the four million illegal aliens in the United States. The large majority of people that come to

Texas, which currently has a large uninsured population and limited Medicaid eligibility, forfeits billions of dollars from the federal government every year by not expanding its Medicaid program as implemented in the Affordable Care Act. In contrast, Medicaid expansion could benefit the state exponentially and give its citizens the fullest potential of what this country offers. A substantial amount of federal funding that could increase uninsured coverage, improve healthcare costs, and provide economic stimulus is left on the table. Additionally, the nation benefits when each state participates, contributing to the success of the healthcare reform.

If you watch the news it should come as no surprise that drug abuse and overdoses have increased dramatically in the United States. According to the National Institute on Drug Abuse, as many as 36 million people abuse opioids throughout the world with 2.1 million in the U.S. who currently suffer from opioid abuse disorders (National Institute on Drug Abuse, 2014). These astonishing numbers are only marginalized when comparing them to opioid related deaths in the United States. With an increase of 137 percent since 2000, deaths from drug overdoses now occur 1.5 times more often than deaths from motor vehicle accidents (Rudd Aleshire, Zibbell & Gladden, 2016). The opioid epidemic in the

New York City Department of Health and Mental Hygiene. (2006). Community Health Profiles: South Shore Staten Island. Retrieved from http://www.nyc.gov/html/doh/downloads/pdf/data/2006chp-504.pdf

In a traditionalist state, such as Texas, the financial toll that Medicaid would have on its taxpayers was on the frontlines. The Texas legislature was worried about whether or not its taxpayers would face a tax increase to cover the increased cost of those covered by Medicaid. These taxpayers would inadvertently pay for the hospital bills of those who are uninsured in Texas through an average $1,800 rise in the cost of their premiums (Rapoport, 2012). In support of expanding Medicaid, Texas would receive federal funds in order to ease the cost that accompany the expansion. Since Texas decided not to expand Medicaid, Texas “would be leaving billions and billions of federal dollars on the table” according to Anne Dunkelberg (Rapoport, 2012). Not only does this monetary incentive give Texas an extra push to participate towards expanding Medicaid but it would also help the residents of the state to get insured. Texas legislators understood that this monetary incentive would not fully cover the cost of the newly enrolled Medicaid recipients. In the end, they would have to rework the annual budget and increase taxes in order to cover these extra recipients.

In Ohio, the financial aspects of ACA implementation are numerous. A large amount of Ohioans received an average tax credit of $244 per month while about half that number, 41% of enrollees, were able to secure insurance for $100 or less (United States of America, 2015). One million dollars was received in research grants for Marketplace innovation and improvement and funds that were originally spent on salaries and marketing were diverted to care improvement through the 80/20 rule (United States of America, 2015). Large amounts of funds were made available to combat premium increases which have saved approximately one billion dollars nationally (United States of America, 2015). Over $217 million has been made available for primary care services in community health settings with an additional $33 million ear marked for prevention and public health needs (United States of America, 2015). I believe this feature will have the greatest impact on health in Ohio. Increased funding for community projects naturally leads to increased preventative measures and decreased health care costs overall. Close to $235 million was saved in prescription costs by those enrolled in Ohio Medicare through the closure of the medication coverage gap (United States of America, 2015). This results in an average saving of $980 per

Mental health coverage has become a particularly notable topic in Indiana, made salient in the wake of the Scott County HIV outbreak related to needle sharing and the underlying issue of the unaddressed opioid crisis. (source, Source) An important response to the outbreak was Medicaid enrollment and treatment for both HIV and addiction (Source). Before the Affordable Care Act (ACA), many low-income adults could not afford health insurance that covered

Ironically, Texas has the highest number of uninsured citizens in the nation, 6.2 million to be exact. The majority of these citizens are children. According to Goodwyn (2013), “by Texas refusing to participate in the Medicaid expansion, which is part of the ACA, the state will leave on the table an estimated 100 billion dollars over the next decade. It is sad to know many citizens in this state will be denied health care by those who already have the best insurance and will never have to worry about being uninsured. In addition, the Texas politicians fail to recognize the need for health care for neither its most vulnerable citizens nor the burden on the Emergency room as well as the rise in healthcare premiums for citizens who maintain health insurance. Landers (2013) reports, “whether they have a good income or a lower one, Texas lag behind much of the nation in access to and quality health care.” States who fail to expand Medicaid will see their funds distributed to states on board with expanding Medicaid.

If Texas expands Medicaid coverage, the largest number of newly eligible Texas would be adults without children. Currently, these individuals are not covered under Medicaid. In addition, parents who have incomes at or below 133% of the federal poverty level (FPL), up from 12% previously. With a 90% federal reimbursement rate going forward, for every $10 of health care services obtained under the program, the State pays $1 and the federal funds pay the other $9. It is estimated that the State would contribute about 15.6 billion, while the federal

The purpose of the research is to show if or how undocumented immigrants have an impact on drug problems in the United States. The drug problems consist of drug arrest, drug overdose, fatalities, driving under the influence arrests and driving under influence deaths. The method uses secondary data research. The sources such as Center for Migration Studies and Federal Bureau of Investigation Uniform Crime Reports are from state levels from 1990 to 2014.The measurements were used by fixed-effects regression models and provided by the arrests of drug defilements and deaths from unplanned drug overdose. The samples under study consist the adult population (ages 18+), the driving population (ages 16+) and legal drinking age (21+). As a result,

Since the maximum value of the predictor variable (calls) is used to formulate the given regression model is 201.00, which is less than 300, we cannot use the given regression model to accurately estimate the weekly sales for weekly call of 300. So we can’t say anything about the weekly sales when weekly calls are 300.

Drug Policy and the incarceration of low-level drug offenders is the primary cause of mass