This Is My Parsnal Blog

Monday, July 8, 2019

HealthKart, your online health instructor

Spending 8 to 10 hours of work is not like spending time training or exercising. All we want is to go home and relax. But our body hurts. It does not allow us to live a healthy life. Today, life has been so hectic that we want to do everything with online clicks. We click and order our food, our clothes and everything we want. But what about our health check? It would have been useful if there had been a health check online. To solve all of our health problems, here is an online health mentor, HealthKart.

About HealthKart

HealthKart is an online health care store, founded in 2010 by Prashant Tandon, a graduate of Harvard, and Sameer Maheshwari, a graduate of Stanford. Sells health care products that include protein supplements, vitamin supplements and wellness. We can think a hundred times before buying supplements, about their authenticity, quality, etc. In this case, we really need to reassure ourselves, because we get a 100% authentic product in HealthKart. So for healthy supplements, we do not have to chase different stores. More than 200 authorized brands and vendors have been listed on its website. Apart from that, they also have a HealthKart Consulting application, where we can get an online query about our health problems. In addition, you will find a HK trainer on your website, who informs us about our daily calorie needs. They help us to know what is needed for our body and what is the correct product.

The financing

In July 2016, HealthKart raised USD 12 million under Sequoia Capital India, with Omidyar Network and Kae Capital.


In the highly competitive market, it is very difficult to start. But with a team of four and with their own economy of 15 lakh RS, they launched the launch and succeeded. Today they work in teams of about 400 people. In 2011, they were able to raise USD 1,000,000 from the Kae Capital Investment Fund and the well-known investor Sequoia Capital.

In the future

HealthKart will use these funds to develop their offline stores. Currently, they have 2 stores that plan to spend up to 7-8. They would also focus on the fitness segment. Large-scale management operations, which go directly through manufacturers of different categories, forming the right and largest team, are some of the points they plan to address on a larger scale.

Thursday, June 20, 2019

Health: what does good health mean?

The word "health" refers to a complete mental and physical condition. Health is available to help people keep up the good health.
By 2015, the United States population spent about $ 3.2 trillion on health spending.

However, despite this spending, a study by the US National Research Council, published in 2013, shows that Americans die in a younger age and are more sick and injured than people in other developed countries.

Good health is important in managing stress and living a long and lively life.

The truth about health
Here are some important points about health. More details are in the main article.
Health can be defined as physical, psychological and social well-being and resources for full living.
It means no illness, but the ability to recover and return from illness and other problems.
Factors for good health include genetic, environmental, relationship and education.
Healthy eating, exercise, diagnosis and all-corrective strategies can enhance the health of people.

What is Health?

In 1948, the World Health Organization (WHO) determined its health today with the words used today.

"Health is a complete physical, mental and social situation and not just a disease or illness." WHO, 1948

In 1986, the WHO further explained that health is:

"Resource for daily living, not the purpose of living. Health is a positive thinking that emphasizes social and personal resources, as well as physical abilities."

This means that health is a resource to support the function of individuals in the general society. Healthy life has a way of leading a full life.

Recently, researchers have identified health as the ability of the body to adapt to new dangers and illness. They are based on the idea that modern science has dramatically increased the human awareness of the disease and the way they have worked in the last few decades.

Physical health
In the person who has a physical health experience, the function of the body is at the peak, not just a lack of disease but also regular exercise, balanced nutrition and adequate rest. We have been treated, when needed, to maintain balance.

Physical health has a healthy lifestyle to reduce the risk of illness. For example, maintaining physical health, can protect and develop the patient's breathing and patient's endurance, muscle strength, flexibility and body composition.

Physical and physical health also reduces the risk of injury or health problems. Examples include reducing workplace hazards, safe sex practices, good hygiene practices, or avoiding tobacco, alcohol, or illegal drugs.

Mental health
Mental health refers to mental, social and psychological health of people. Mental health is as important as physical well-being.

It is difficult to determine mental health better than physical health, because, in many cases, diagnosis depends on the individual's knowledge of their experience. Despite some improvements in the test, some symptoms of some types of mental illness have become "invisible" in CT and genetic testing.

Mental health is not just about depression, anxiety, or other disabilities.

It also depends on the ability to:

Enjoy life
Bounce back after a difficult experience
Achieve balance
Adapting to the hardships
Feeling safe and secure
Achieve your goals
Physical and emotional health is linked. If chronic disease affects people's ability to perform their routine tasks, this can cause depression and stress, for example, because of money problems.

Mental illness such as depression or depression can affect the body and weight of the body.

It is important to approach all "health", instead of the different types.

Factors for Good Health
Health depends on factors.

Individuals who are genetically related and in some cases, the genetic make-up can lead to fewer healthier levels.

Environmental factors play an important role. Sometimes the environment is just enough to affect the health. Other times, environmental impacts can also cause illness in people with genetic awareness.

Access to health care plays a role, but WHO points out that the following factors may have more health consequences:

Where a person lives
Condition of surrounding environment
education level
Relations with friends and family
These can be summarized as:

Economic and social environment: including wealthy families or communities
Physical environment: including parasites in the area or pollution levels
Personal attributes and behaviors: including genealogies that arise with individuals and their life choices.
According to the World Health Organization (WHO), higher socioeconomic status (SES), people who are often healthy, well educated, paid jobs, are healthier when their health is threatened.

People with low socioeconomic status often face risks associated with daily living, such as financial difficulties, marital and unemployment disruption, and social factors such as restraint and discrimination. All of these add to a bad health risk.

Low socioeconomic status often means less access to health care. People in developed countries with global health services have made more progress than people in developed countries without the need for general health care.

Cultural issues can affect the health, traditions and social customs and family responses that can have a negative impact on their health. For example, across the Mediterranean, people often eat fruits, vegetables and olives, and eat a family meal, compared to a fast-eating culture.

How people who control stress affect their health. People who smoke, drink, or take pills to forget their problems may have more health problems than people who resist stress through healthy eating and exercise.

Men and women often have different health conditions. In a society where women earn less than men or have less education, they may be at greater risk than men who are not healthy.

Physical activity

Physical movement helps everyone, regardless of their age, to lead a healthy lifestyle.

Some physical activity is better than not. With more movement throughout the day in a simple way, people can achieve well-functioning levels.

Below is the level of physical activity. The world recommends that each age person perform.

Children and adolescents 5-17 years of age

At least 60 minutes of physical activity intensively and daily.
Physical activity of more than 60 minutes of daily life gives additional health benefits.
It should include activities that build muscle and bone at least 3 times a week.
Adult 18-64 years old

It should be taken at least 150 minutes in physical activity at moderate, weekly, or at least 75 minutes, or an equivalent combination of both.
For additional health benefits, adults should increase their physical activity intensively to 300 minutes per week or the equivalent.
Should perform muscle activity involving a major muscle in 2 or more days a week.
Adults 65 and older

At least 150 minutes of moderate physical activity, continuously throughout the week, or at least 75 minutes of hard, vigorous, or equivalent combination of both.
For additional health benefits, they should increase their physical activity at moderate, about 300 minutes per week or the equivalent.
Those who are moving badly should perform physical activities to improve the balance and prevent a fall, 3 days a week.
Should perform muscle activity involving a major muscle group, 2 or more days a week.
Additional information:

WHO's work on physical activity
Fact sheet of physical activity
Documents on the physical activity of WHO
WHO Global Action Plan on Physical Activity 2018-2030
WHO's physical activity guidelines

Continue on!
Whether you are a seasonal health supporter or just take the first step in good health, share your progress and inspire your friends and family to do the same. While you are here, take a minute to reach our weekly updates and we will be in touch with modern health and discoveries to improve your health and wellness.

Improving health systems is a healthier path

New health discoveries are not immediately accessible or affordable to individuals, especially in low and middle income countries.

When we think about health-related innovations, we often draw pictures of scientists in the laboratory to discover the basics - inventing modern devices using a computational computer system, or creating new drugs or new treatments.

While people and their hopes are related to these types of understandings, the reality is that new health discoveries are not immediately accessible to individuals, especially in low and middle income countries. The poor population is often the last to reach them.

The ability to improve the health of a person depends on more than a new discovery or tool or medication to detect or treat the disease. Instead, it is the ability of the health system to absorb and disseminate new technologies through existing, less disturbing and highly effective services.

Medical care advances will be less meaningful and have less impact on the burden of disease, unless it has a strong health system through projects that can be widely used in the community.

Adapting the health needs of disadvantaged groups in society requires a healthy health system. Even though the innovative and simple innovations that can be achieved by the new mHealth technology, such as the recently used MomConnect app, which provides women with information on their pregnancy, will work well if their health systems work well.

All successful health innovations depend on the ability of the health system to provide appropriate policy guidelines, to develop appropriate health plans, to encourage health-care workers, and to provide training that is relevant to them and to provide health and responsive to individuals and communities.

The responsive health system is also involved with patients and communities, allowing them to be in a position to have the power to calculate what they do and how they do it. It is in this context, that policy research and health systems - how to work, how to strengthen empowerment - will be relevant.

Work together

The health system consists of interconnected activities, which are time-consuming and reflects the local situation. They are driven by people with different experiences that are aimed at improving the health of all people and ensuring social equality. The World Health Organization (WHO) has identified six key building systems in all health systems.

These include management, information, finance, service, human resources, medicine and technology. WHO also indicates that it is necessary to see that the health system "like any other systems, is a set of components integration which must act together to be effective. Changes in the region have an impact elsewhere. Improvement in the region can not be achieved without the contributions of others. The relationship between buildings is essential for achieving better health than the That. "

But the health system is most effective by people and is bound by their relationship. In all aspects of life, human relationships are challenging and can not be predictable and require constant care. An important factor in the lack of health of the health system is the relationship between people and activities that are weak, making people who do the work alone do not know. The prescribing of the drug reported in our health system is an example of the health system.

Far from working as a similar structure of the machine, the health system is a dynamic, dynamic public system for creativity and creativity. These qualities are required to meet the different health needs and challenges facing the system at all levels of individuals and populations.

Understanding, identifying and linking people and activities within the system is not a simple task, but is supported through the Health Policy and Research System (HPSR).

The combination of economic, social, scientific, political, public health and epidemics, this model seeks to find relationships and confusion between people in the health system. It informs about health policies. It promotes the transformation of the real health system.

South African health system

There is a consensus that South Africa is not able to achieve the Millennium Development Goals target this year as we are still trying to address these issues in the context of the weak and overburdened and inequitable health systems of the past.

Can South Africa address past disparities and extend health care to all the population despite ongoing challenges? How can creativity in this system, and innovations in care, management, human relations, accountability and more, spread across the country?

The 2015 Development Conference will focus on global health care and attention will be focused on reducing the differences in access to health care based on social or economic circumstances. National Health Insurance Action Plan (NHI), Learning about lessons and ideas from countries including Thailand, Brazil and countries such as England, has a long history of long-term health reform, all of its citizens.

The implementation of the strategy will have significant human, financial, administrative and substantial implications, and requires strong relationships and links between people and activities.

Policy research and health systems play an important role in making decisions for planning and planning for NHI's implementation. The body of research evidence produced inside and outside South Africa is great and provides valuable information in many important areas and not just about funding.

Local researchers not only documented common challenges in implementing health policies, but also highlighted opportunities for improving health systems, such as how to integrate community service providers, planning and outreach, sharing of regulatory frameworks for municipal authorities, and empowering people and people to make informed decisions. Yes. These are just a handful of examples of HPSR knowledge produced in South Africa.

Third Symposium Symposium

This month, September 2014, South Africa will host the world's third-largest Global Health Research Conference to share and use modern research to strengthen the health system.

Under the theme of science and practice of a centralized health system, Symposium is an opportunity to work on the vision of a global health system that "contributes to better health, equity and well-being". The experience in South Africa will be a good representation of the project.

An example of the meeting will discuss compliance with health standards, a new organization that will monitor the quality of treatment in South Africa.

So, how can we ensure the cycle of innovation needed to support a strong health system in the future?

This is the role of health policy and systematic research, as it provides evidence that is needed to support decision-making in the health system. Although South Africa is internationally renowned for its economic health and health policies and productive researching system,

Despite investing in the field by research by National Science Research Institute, Research Institute and Capacity Development,

If we are able to grow in the future of HPSR and relate to our health systems, it is essential that we build a strong relationship between researchers, health managers, civil society, policymakers.

Care as a talk problem: We need to better report and prove narratives

Through the historically polarized health policy debates in the country, we must protect ourselves from alarm and sensationalism in mass media.

The Health chapter in the BJP election program is titled "Care All" and the Congress Manifesto Health Secretary begins with the line: "Care is a public good". BJP has an effective implementation of an even more secure version of its already ambitious flagship initiative; the Ayushman Bharat. At the same time, the Congo has promised to earn 3% of the BIP to activate a healthcare entitlement. Never before in India was the gap between what the activists ask and what the manifestos of the main parties so badly disperse. What we have here is a historic opportunity to engage in a national debate on ensuring a decent health protection for all Indians.

There is also continuity in the policy - at least in health, the NDA performance was a UPA-III action. What the BJP has promised in its manifesto can very well be called UPA IV. However, what Congress promised is a clear lack of past in its tone, ambition and scale, until the point of non-realism is in a five-year time frame.

The NDA government was able to consolidate, build and broad-based UPA representatives, such as Ayushman Bharat Pradhan Mantri Jan Arogya Yojana (AB-PMJAY) and Pradhan Mantri Bhartiya Janaushadhi Pariyojana (PMBJP). We hope that after a period of a 'common minimum program' we will pass on all major political parties in the policy of health, preventing incidents and losses.

Health policy and risk of false news
While the quality of the general health information system in India is much to be desired, we live in times of unsatisfactory access to health information that can help utilities, assess impact and rainfall on task. The general quality of our policy memorandum and media conversations remains low, as they are not informed by relevant numbers, evidence and often, an elementary fact check. Only this week we read that an IT department leads the national media for a ride and manages a wide array of media platforms to publish plugs for their commercial product.

When the quality of the mainstream stays healthy, there is a risk of false news that the grid represents and originally significant policy fractions. Three recent examples look below to make the point that uninformed reports are misleading and often can be harmful. Numbers are an alliance, and health policy talks must be informed by evidence.

Three issues
The current H1N1 outbreak in Rajasthan saw some sensationalist coverage by national and regional media and parallels made regularly to the 2015 outbreak, the least in history. However, a study of data shows that in the course of March 2015, Rajasthan recorded more than 6000 H1N1 cases and killed more than 350. In 2019, the corresponding numbers became more than 4,500 cases and more than 150 were killed. The part of the dead for totally positive problems is amazing in Rajasthan, in comparison to more years of 2016, 2017 and 2018, which demonstrate the success of the government in treating the disease in a year with a high succession.

The Uttar Pradesh government, however, has been a successful campaign against Acute Encephalitis Syndrome (AES) and Japanese Ensephalitis (JE) which has disappeared from sephalitis over the states has not had enough coverage, even if encephalitis has regularly reported deaths in national readings good as regional media. In 2018, Uttar Pradesh saw only 255 killed by encephalitis - much less than in 2017 (747), 2016 (694) or 2015 (521). Last year, perhaps, the first time in a ten-year period as encephalitis was killed below 500 in Uttar Pradesh.

Recent reports on a large number of children in a hospital in Bhuj, Gujarat. National media headlines suggested that more than 1,000 children died in the hospital in the last 5 years, which may play a role. The fact that large hospitals often collaborate with complex cases that often maintain a large rural area has often seen a number of media by the media. Also responding was a judicial inquiry in 2018, which conducted investigations by the opposition party in Gujarat of the "Gorakhpur gory repetition" and had brought a clean cap to the same hospital.

India's Road to Evidence-Based Universal Health Care
If India - under BJP or Congress or another party - reaches the dream of Health for All, there must be a national discussion, which is proven by evidence. Parliamentary elections, in which both major national parties generally support interesting public health care institutions, provide India with a historic opportunity to open such talks.

However, the invaders discussed above warn us about the possibility of participating interests and fake news that heal certain interim discussions about the

Monday, April 8, 2019

According to experts, the health sector will soon collapse

According to industry analysts, the US health sector UU This could be the next major Lehman-type disaster that could turn the economy into a real recession.

Forget the collapse of mortgages at risk. Analysts say the health sector is taking care of its own toxic mess, with growing debt. "As a nation, we need to step up our game and put it in; it's a big problem," said Chris Oretis, a former Washington lobbyist who is currently executive vice president of secondary life insurance at GWG Holdings.

With industry spending and debt servicing uncontrollable, medical care is classified in the EE "systemic recession risk" number 1. UU The sums involved are huge: spending in the sector accounted for $ 3.3 trillion in 2015 and represents 18% of the US economy. UU Industry generates 16% of private sector jobs across the country, up from 10% in 1990.

It is expected that health care spending in the US UU According to the report from the Center for Medicare and Medicaid Services (CMS), it is expected to grow an average of 5.6% per year over the next decade, a projection based on the lack of change in Washington and affordable health care until 2025. At the same time, national spending on health care is expected to outpace growth in US gross domestic product. UU of 1.2 percent. CMS estimated that spending will account for 19.9% ​​of GDP by 2025, an increase of 17.8% in 2015.

"There is no doubt that rising health care costs are affecting our economy in general," said Michael Mondiello, financial advisor in New York. "With consumer spending accounting for about 70% of economic activity, the more we invest in health care, the less we need to buy other things, like vacation or retirement savings."

Critics have said that weak economic growth elsewhere has failed to cope with huge health care debt among individuals and governments.

Then come the mergers, the construction of facilities and the recruitment of labor which, according to the analysts, could be the sign of a speculative bubble likely to explode.

"The overall picture reflects the growing debt of the health sector and a government that lacks capital," Mondiello said. "It is likely that this [bailout] bill will be passed on to consumers, making us a more indebted country," said Mondiello, former CPA of the emerging business sector at Coopers & Lybrand.

The first murmurs of early problems may have been detected.

"Health care companies are starting to lay off employees," said John Burns, CEO of John Burns Real Estate Consulting, an independent research and advisory firm on major trends, such as the health and safety sectors. technology. , which lead to the United States UU real estate market.

"Health companies have borrowed too much money and increased their debt faster than their income, so they must suffer a setback."

Earlier this year, for example, MD Anderson Cancer, the second largest employer in Houston, announced the elimination of 1,000 jobs while losses exceeded $ 100 million in just one quarter. Employment growth generally in the health sector is slowing.

In a report released by Burns, medical care is identified as the highest systemic risk to the economy of the three sectors examined by Burns, which also included technology and the automobile.

Conventional wisdom highlights the demographic trends of the United States. UU And the aging of the population as a long-term force support, but the report shows that the growth of the industry has exceeded what is sustainable:

The debt of the health care company has increased by 308% since 2009.
The number of hospitals in health systems has increased by 26% since 1999.
The annual medical costs of a family of four have increased by 189% since 2002, from $ 9,000 to $ 26,000.
"It could look like a scenario at Lehman Brothers, where two or three major health care companies are demolishing the economy," Burns told The Post newspaper.

MD Medical Group and Children's Health Clinics.

Years before Children's Health and MD Medical Group agreed to start a business, both parties had a mutual interest. "This has always been the case." Well, we should do something together, "said Álvaro Saenz, CEO of MD Medical.

In May, the coins finally met: Children's agreed to sell 13 of its 17 clinics to MD Medical, becoming a minority member of the for-profit clinic operator through the agreement. The transaction closed in June. For MD Medical, this meant immersing itself more in the predominantly Medicaid patient communities it serves, while gaining support from the country's eighth largest pediatric health system. For children, this meant creating an unsustainable model of primary care without giving up participation in the game. (Three of the clinics closed by Children were not sold and she maintains full control over the location of the health center for Dallas children.)

"Seeing primary care was not like we could do it alone," said Julie Hall-Barrow, Senior Vice President, Network Development and Innovation at Children's. "He has built a natural partnership with MD Medical from the point of view of efficiency and, most importantly, from the point of view of access."

As Saenz told the PD-CEO when the news was announced, the children's clinics attended "exactly the same populations" in "almost the same area" as the MD Medical facilities, which are named Clinics My Doctor and from MD Family. . MD Medical is located in low-income neighborhoods such as South Oak Cliff, Pleasant Grove, Garland and West Dallas, among others.

Cholera control in Mozambique.

Thousands of people received the oral cholera vaccine today as part of a six-day emergency vaccination campaign led by the Mozambican Ministry of Health to help prevent the spread of cholera.

At the elementary school on April 7, in the village of Inhamayabwe, near the city of Dondo, enthusiastic schoolchildren gather in their classrooms and push each other in front of the room full of people where all the children receive their dose.

Amelia Mateos, preventive medicine technician, leads the campaign in this vaccination post, one of the 73 vaccination points in the district of Dondo. As each child advances, he takes a small glass bottle from the tray, inspects it, and shakes it vigorously before removing the lid. She gently tilts the girl's head back and, with a hand on her chin, encourages them to open their mouths. Shake the 1.5 ml bottle of liquid vaccine in the child's mouth and, with a light pat on the head, return it to daylight outside the classroom.

 It may not be very appetizing, but this vaccine will protect these children from something much worse: horrible and sometimes deadly cholera.

José, a volunteer, marks a cross on a piece of paper to keep track of the number of donated vaccines. More than 1,200 volunteers support the Ministry of Health and its partners in this rapid campaign. Each immunization team is headed by a health worker and three others who help prepare the vaccine bottles, count the vaccines administered and nail the nails of people who have already received the vaccine.

"We are carrying out this campaign because cholera is a major threat to public health," says Amelia. "Since we started at 7 am, we have already vaccinated 1,300 children in this school."

Since Hurricane Idai hit Mozambique on March 14, hundreds of thousands of people are living in temporary settlements without access to safe drinking water and sanitation. The Ministry of Health declared an outbreak of cholera on March 27 and, by April 5, reported more than 2,430 cases and 3 deaths.

On April 2, about 900,000 doses of oral vaccine against cholera arrived in Beira. They were donated from the world stock of cholera vaccines funded by Gavi. The campaign, also funded by Gavi, is led by the Ministry of Health of Mozambique with the support of WHO, UNICEF, Médecins Sans Frontières (MSF), the International Federation of Red Cross and Red Crescent Societies (IFRC). and Save the Children.

Less than 24 hours after arriving in Beira, the first patients started receiving the vaccines.

During his visit to Beira, Dr. Nazira Abdula, Minister of Health of Mozambique, met with WHO and other partners and acknowledged the tremendous support given to the oral vaccination campaign. "It's very difficult to launch a campaign of this magnitude in just three days," she says.

Dr. Djamila Cabral, head of the WHO office in Mozambique, said: "This campaign would not have been possible without the strong commitment of the local authorities and the communities themselves.The number of volunteers is impressive and, where that they go, the vaccine has been well accepted. "Everyone is very interested in the success of this initiative to curb cholera."

The vaccines are administered to the populations identified by the highest-risk government, those without access to drinking water and sanitation, in Beira, Dondo, Nhamatanda and Buzi. "The fight against cholera in these areas will reduce the risks for the rest of the population because fewer people will bring it to the community in general," says Kate Alberti, WHO expert on cholera immunization.

About a week after receiving the vaccine, the vaccinated person develops protection against cholera. A single dose will protect for approximately 6 months.

María Judith is a doctor of maternal and child health medicine at the Dondo Health Center. She is responsible for the vaccination post here, one of Dondo's 15 fixed points. In addition to these fixed stations, nearly 60 mobile vaccination units will move into the district and there are plans to go door-to-door at the end of the campaign to ensure full coverage. In total, local health authorities mobilized more than 340 teams for this campaign.

"Cholera is a disease that is spreading due to lack of sanitation," says Erica, an 8th grade student at Macharote Secondary School in Dondo. Erica is one of the thousands of high school students who have been vaccinated today. She has the black mark on her nail to indicate that she has received the vaccine.

"You should wash your hands, especially after going to the bathroom, do not leave litter and avoid dirty water."

Collection of health care information from data on people's daily lives

Although the health sector is increasingly able to use clinical data and claims to improve care, it has largely ignored other data sources with the greatest opportunity to make a positive impact. on health and costs. Scale The dependence of this limited set of data comes from the orientation of the system towards the "treatment of the disease": the treatment of the disease. To radically improve health care, we need to use the demographics and lifestyle of consumers so that the health sector no longer focuses on providing health care but on building partnerships with people (rather only "patients") to help them. stay well.

Governments and the private sector have devoted enormous capital and energy to the creation of electronic health care registration systems and claim to automate and record patient care transactions. This digitization is compatible with the quality of the attention and the precision of the payment, but the data is mainly retrospective; They tell a story of what has been. To better predict the future state of health and how a person will interact with health resources, the health care sector must learn to integrate some consumer data with medical data and claims data.

To understand the relationship between consumer demographics, lifestyle choices, health and interactions with the health system, we have created a patented database from multiple private and public sources representing 275 million people. consumers throughout the country. Data includes disparate information on demographics and lifestyle, such as income, homeownership, household composition, shopping patterns, voting history, transportation options, age and lifestyle. social network activity and physical activity, measured by devices. feedback. It also includes clinical data, claims, and the use of available health resources through our partnerships with clients and insurers. We have identified approximately 800 variables that are indicators of consumer behavior and intent and that provide a solid and meaningful complement to existing clinical and claims data.

Algorithms and machine learning models combine this data and learn from each combination of data points analyzed. For example, we could analyze the relationship between diagnosis, income level, and travel methods to identify predictable patterns. With this type of data processing, we generate a new set of predictive models every ten seconds. These models highlight the behavioral factors that contribute to health and allow us to identify the interventions and messages that will have the greatest impact on determining consumer behavior to improve health.

We found, for example, that household composition and voting history can be primary indicators for use in emergency rooms. Families without children or one-child are more likely to use the emergency room inappropriately, suggesting educational interventions and incentives to reduce this use. Our predictive models can also reveal which channels of health participation will be most effective for a given person: text, automated voice, email, email, phone, training or combined approach. (Just for fun, we use the model to determine that Philadelphia Eagles fans are more likely to join condition check programs if contacted by text rather than email).

Dans un cas, en combinant les attributs clés du consommateur, y compris le statut socio-économique, l'histoire du vote, le niveau d'éducation, les taux d'observance des médicaments et des données démographiques avec les données des clients à partir d'un plan national de santé , a généré une augmentation de 16% des économies de coûts médicaux et une amélioration de 10% dans le programme de gestion des soins d'engagement. Ceci a été réalisé en identifiant les personnes qui ont un risque élevé d'être réadmis à l'hôpital dans les 30 jours et serait probablement réceptifs à la diffusion et bien répondre à un programme de gestion des soins.

Dans le cas contraire, on détermine la probabilité qu'une personne ne certifie pas encore, mais toujours être admissible à un programme Medicaid. Nos modèles prédictifs avec succès identifié 25% de plus, qui étaient 1,8 fois plus susceptibles de ne pas être à nouveau certifié et des canaux de diffusion optimale pour les attirer (appelée voix automatisée et agents en direct). Ce périmètre géré et coordonné a entraîné une diminution de 39% dans la recertification taux d'échec par rapport au groupe témoin.

Une autre façon que nous mettons en place des modèles de prévision est de combler les lacunes dans les cas où les données cliniques ne sont pas disponibles ou sont insuffisantes. Un client payant, par exemple, a eu un manque d'information pour un segment de la population largement ignorée. mode de vie de l'analyse et les données démographiques montrent que 14 pour cent de ces consommateurs susceptibles d'être obèses et / ou diabétiques et seraient réceptifs à des interventions ciblées, ce qui donne au client l'avantage d'impliquer la population.

Ne pas prendre en compte les données des consommateurs est ignorer les plus puissants agents de changement dans les soins de santé: les consommateurs eux-mêmes. Les données cliniques et de l'expérience sont essentielles, mais la seule façon dont l'industrie de la santé à améliorer fondamentalement l'attention est de comprendre les consommateurs individuellement, en profitant de l'information sur tous les aspects de leur vie, pour créer des interventions personnalisées qui durent par exemple promouvoir le changement de comportement et d'améliorer les résultats.


It's part of life and it's best not to let it affect you; Stopping in his misfortune does not make him disappear, in any case, it can only make matters worse. Regardless of your declining health situation, follow the tips below to regain good health as soon as possible, allowing you to follow life with vitality.

Stay optimistic
There is much to say about a positive state of mind during times of physical stress. It can help relax the most tired muscles and relieve the most intense pains. In fact, as some medical studies show, their mentality can have a profound influence on how their entire body interprets and treats injuries and trauma. poor health Positivity can be difficult to achieve when you experience a physical setback that makes you feel unfair, disturbing and traumatic, but digging deeper and finding reasons to be gay can really make all the difference and help you see the side. positive. A dark situation

Do not get discouraged by participating as much as possible in life, even after the most serious injuries or periods of illness. If possible, continue to see your friends and family, keep your hobbies and interests, and stay busy and committed not to demonize your health optimally, so you do not get discouraged from doing what you like. An injury can easily be used as an excuse to feel sorry for yourself and reduce your life to one or two weeks on the couch with comfort food and the joys of Netflix. Pay attention to the psychological effects of choosing this path and always know the value of positivity for your recovery.

Stay healthy to help recovery
After illness or injury, it may be tempting to give up some of your healthy habits and adopt a more sedentary lifestyle as a means of comfort in times of crisis. This should be avoided if it does not go against the advice of health professionals, as maintaining a healthy body and mind is one of the key steps to achieving rapid recovery. . From vitamin supplements to regular exercise, to a balanced diet to avoid unhealthy lifestyle choices, taking care of your body will keep your immune system running smoothly.

Nutrition is one of the most important areas for healthy living. Ask health professionals for advice on exactly what you can add to your diet to get out of an illness or injury as soon as possible. Healthy foods often contain vitamins and minerals that help a wide variety of body repair mechanisms, from calcium that helps bones to vitamin C that helps you recover from colds and flu. Study these food-based remedies and act accordingly to ensure a quick and painless recovery for your best physical condition.

Find useful services
Our body is so complex and our health problems so important that there is no fixed solution to injury or health problems when it comes to taking concrete steps to improve the terrain. However, if it is possible to find any advice or help to help you solve such problems, it is worth trying. Think about physical therapy for muscle contraction, acupuncture for arthritis, or a lifestyle change with helpful tips that you can easily find on health-related websites that will help you overcome diseases and prevent further damage in your life in general.

Although therapy can help relieve wounds, there are also forms of meditation and yoga that help with mindfulness and spiritual activity that neutralize some of the negative associations that are made in life. Problems If you want to recover from health problems, do not be indifferent in your search for smart remedies to do everything in your power to recover quickly and intelligently.

Do not forget the compensation
Although it is better to see health deficiencies and injuries as inevitable in life, it is always easy to feel bad when they show up: your life is upset, you feel deflated and unmotivated, and you can discover that your state is expensive for you in an incredibly inconvenient and inconvenient way. In this case, finding a way to get compensation will ensure both of you get what you deserve from a setback in your life and create a sense of justice as if the karmic balance were balanced.

Compensation for injury and ill health can take many forms. Going to the police will do justice to those who physically hurt you; Talking to your employer and using your labor rights will ensure you have enough paid vacation to recover. While contacting a personal injury attorney, you can help him get monetary compensation if there is a liability in his case. Take a look at this law firm and its advice for those seeking to assert their rights to injury A lawyer, who will take care of your case and study all channels of compensation available to you, you will be affected, which will give you a financial boost to lighten it. interruption caused by an injury.

With regard to painful injuries and health problems, your main goal should be to recover as much as possible, whether in a week, a month or a year. Positivity and good decisions will lead you to the type of counseling and lifestyle choices that will achieve this desirable outcome, allowing you to move forward and recover as soon as possible from these setbacks .