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have not yet verified your email address, please click the verification link on the email we sent you.",[],[],{"sys":"9692"},"6s9jzGZfKU0Y0vBOFm4V5e","2023-06-20T08:25:36.290Z",{"sys":"9693"},{"sys":"9694"},"INFO_ACCOUNT_EXISTS_DEACTIVATED","The user exists, but their web account status is in a deactivated state. The user needs to re-activate and follow forgotten password path.",[],[],{"sys":"9695"},"2SIB0Ve3XXaFeD0TRhdOgX","2023-06-20T08:25:52.131Z","2023-10-18T22:21:12.841Z",{"sys":"9696"},{"sys":"9697"},"INFO_USER_ACCOUNT_ALREADY_EXIST","This email address has already been registered with London.edu or emba-global.com, please {{log_in}} to continue or {{recover_your_password}}.",[],[],{"sys":"9698"},"1KQLvXQhkD8XRkAifSi5Vd","2023-06-20T08:26:18.847Z","2024-02-02T08:50:15.047Z",{"sys":"9699"},{"sys":"9700"},"CRM_API_ERROR","There was an issue with saving information to your profile, our systems may be down please check back later",[],[],{"sys":"9701"},"4S1BcJHW4vP8idu48fCda6","2023-06-20T08:26:33.455Z","2024-02-16T15:46:09.700Z",{"sys":"9702"},{"sys":"9703"},"IDENTITY_API_ERROR","There was an issue with your account creation as our system might be down. Please try again later.",[],[],{"sys":"9704"},"vBEAmCPkQZYHVfK98DEeX","2023-06-21T09:16:19.046Z",{"sys":"9705"},{"sys":"9706"},"GENERIC_MESSAGE","Something went wrong, please try again.",[],[],{"sys":"9707"},"5BJaPjMLhktMbyZsNhwPPS","2023-09-19T05:02:27.366Z",{"sys":"9708"},{"sys":"9709"},"ERROR_JOBLEVEL_REQUIRED","The Job level/seniority is required.",[],[],{"sys":"9710"},"zuwxxnWQZX0c0hcvknoNN","2023-09-19T05:03:35.221Z",{"sys":"9711"},{"sys":"9712"},"ERROR_INVALID_JOB_LEVEL","The Job level (Seniority) does not exist.",[],[],{"sys":"9713"},"6NlQkPrzzwy6ICvYrVaoHw","2023-09-20T12:15:50.368Z",{"sys":"9714"},{"sys":"9715"},"ERROR_AWA_PERCENTILE_OUT_OF_RANGE","The AWA percentile is out of range. Must be 0 to 100",[],[],{"sys":"9716"},"5GDdtfqdq2aA3osPZfZD3I","2023-09-20T12:17:49.823Z",{"sys":"9717"},{"sys":"9718"},"ERROR_AWA_SCORE_OUT_OF_RANGE","The AWA score is out of range. Must be 0 to 5000",[],[],{"sys":"9719"},"78l66KSyyJsJx9WImik6jP","2023-09-20T12:18:13.441Z",{"sys":"9720"},{"sys":"9721"},"ERROR_BROCHURE_TYPE_REQUIRED","The Brochure type is required. int (0 to 3)",[],[],{"sys":"9722"},"2ydt6JhwDcivqNi1F9u3yf","2023-09-20T12:18:38.457Z",{"sys":"9723"},{"sys":"9724"},"ERROR_ACADEMIC_INST_REQUIRED","The Academic institution field is required.",[],[],{"sys":"9725"},"3qm2O47nBATX73ivGgYoTF","2023-09-20T12:19:05.144Z",{"sys":"9726"},{"sys":"9727"},"ERROR_CITY_MAX_LENGTH","The city value exceeded the maximum length of 50 characters allowed.",[],[],{"sys":"9728"},"34knb5Yu3QM1UpGN3EC7sn","2023-09-20T12:19:27.801Z",{"sys":"9729"},{"sys":"9730"},"ERROR_COMMENTS_REQUIRED","The Comments, Notes are required.",[],[],{"sys":"9731"},"4J95oJXFYo3j8KJxxNOXB","2023-09-20T12:19:52.554Z",{"sys":"9732"},{"sys":"9733"},"ERROR_COMPANY_MAX_LENGTH","The company value exceeded the maximum of 50 characters allowed.",[],[],{"sys":"9734"},"6JePrdEqMxj66PCKoyhRVX","2023-09-20T12:20:18.034Z",{"sys":"9735"},{"sys":"9736"},"ERROR_COMPANY_REQUIRED","The Company field is required.",[],[],{"sys":"9737"},"1rc0WLhV6AZQZfNKi8I6Bb","2023-09-20T12:20:42.901Z",{"sys":"9738"},{"sys":"9739"},"ERROR_CV_FILE_REQUIRED","The CV documents file is required.",[],[],{"sys":"9740"},"44BVAs2HnSzmJ8K5228DCY","2023-09-20T12:26:09.470Z",{"sys":"9741"},{"sys":"9742"},"ERROR_EASCORE_OUT_OF_RANGE","The EA Score value is out of range. 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Must be 0 to 4",[],[],{"sys":"9785"},"79oEKBHE14jMtoMyDbWx6U","2023-09-20T12:34:27.730Z",{"sys":"9786"},{"sys":"9787"},"ERROR_INVALID_CAREER_ASPIRATIONS","The Career Aspiration does not exist.",[],[],{"sys":"9788"},"3FB4SSDKzHyXMnK6en3L6N","2023-09-20T12:35:00.158Z",{"sys":"9789"},{"sys":"9790"},"ERROR_INVALID_EMAIL_ADDRESS","Invalid email address format.",[],[],{"sys":"9791"},"5nbbEiwXmIrzJMYLocQrk8","2023-09-20T12:35:24.405Z",{"sys":"9792"},{"sys":"9793"},"ERROR_INVALID_FORM_PROGRAMME_CODE","The Programme (Type) code does not exist.",[],[],{"sys":"9794"},"3LoKWeCeTwF6j4r41XIZ9g","2023-09-20T12:35:49.453Z",{"sys":"9795"},{"sys":"9796"},"ERROR_INVALID_GENDER","The Gender does not exist.",[],[],{"sys":"9797"},"lIgFIygkUSqGAocfUhVve","2023-09-20T12:36:18.728Z",{"sys":"9798"},{"sys":"9799"},"ERROR_INVALID_HOME_COUNTRY","The country does not exist.",[],[],{"sys":"9800"},"1PeIQaSQhRl7runM25sPdJ","2023-09-20T12:38:05.682Z",{"sys":"9801"},{"sys":"9802"},"ERROR_INVALID_INDUSTRY","The industry does not exist.",[],[],{"sys":"9803"},"4aPYMgq7ysjfVZwiyccWXM","2023-09-20T12:39:44.235Z",{"sys":"9804"},{"sys":"9805"},"ERROR_INVALID_JOB_FUNCTION","The Job function does not exist.",[],[],{"sys":"9806"},"3fyLTfEPtjznYLseg261Rk","2023-09-20T12:40:13.922Z",{"sys":"9807"},{"sys":"9808"},[],[],{"sys":"9809"},"5TZkRPizRPHLJdK3jRZYgf","2023-09-20T12:41:02.051Z",{"sys":"9810"},{"sys":"9811"},"ERROR_INVALID_NATIONALITY","The nationality country name does not exist.",[],[],{"sys":"9812"},"6Ipt8pRzv2KdjvHYgjJJIj","2023-09-20T12:41:29.436Z",{"sys":"9813"},{"sys":"9814"},"ERROR_INVALID_PHONE_NUMBER","The format of the phone number is incorrect.",[],[],{"sys":"9815"},"7rta1rsXkJeKhnz88V0tzn","2023-09-20T12:42:45.476Z",{"sys":"9816"},{"sys":"9817"},[],[],{"sys":"9818"},"4moNPmBR4Cio9fy9ZqSTEs","2023-09-20T12:43:12.029Z",{"sys":"9819"},{"sys":"9820"},"ERROR_INVALID_PREFERRED_DATE_ID","The format of the preferred date id is incorrect. Should be Guid.",[],[],{"sys":"9821"},"7JGEqun84aUXh0AfGRYaAT","2023-09-20T12:43:46.385Z",{"sys":"9822"},{"sys":"9823"},"ERROR_INVALID_STUDY_FORMAT","The study format does not exist.",[],[],{"sys":"9824"},"3pCPa4IguVodvmimBtU8Pk","2023-09-20T12:44:08.726Z",{"sys":"9825"},{"sys":"9826"},"ERROR_INVALID_STUDY_LOCATION","The study location does not exist.",[],[],{"sys":"9827"},"3S4u3XK89H62BiHgt6TKa","2023-09-20T12:44:29.476Z",{"sys":"9828"},{"sys":"9829"},"ERROR_INVALID_TITLE","The title does not exist.",[],[],{"sys":"9830"},"4hF6U5DtoyiGoXN0ZoMyXP","2023-09-20T12:44:51.617Z",{"sys":"9831"},{"sys":"9832"},"ERROR_INVALID_YEAR_OF_STUDY","Must be a value from 0 to 100.",[],[],{"sys":"9833"},"5Gg07PL5hs0RmU7BJcJKQ6","2023-09-20T12:45:22.200Z",{"sys":"9834"},{"sys":"9835"},"ERROR_INVALID_WHAT_LED_YOU","The what led you does not exist.",[],[],{"sys":"9836"},"1v9GOno3DtZUAdi3bW9mB7","2023-09-20T12:45:44.301Z",{"sys":"9837"},{"sys":"9838"},"ERROR_IS_HR_PROFESSIONAL_REQUIRED","This is required. Set to true or false depending on the value selected on the form.",[],[],{"sys":"9839"},"7cfIyyFCLr6V4zlmsnxEJ9","2023-09-20T12:46:05.032Z",{"sys":"9840"},{"sys":"9841"},"ERROR_JOB_TITLE_REQUIRED","The Job title is required.",[],[],{"sys":"9842"},"34wRHrFyqaGhfexF1tavke","2023-09-20T12:46:26.668Z",{"sys":"9843"},{"sys":"9844"},[],[],{"sys":"9845"},"2CNc180G7lNO2SQ45ZCdB3","2023-09-20T12:46:47.132Z",{"sys":"9846"},{"sys":"9847"},"ERROR_LAST_NAME_MAX_LENGTH","The Lastname/Surname value exceeded the maximum of 30 characters allowed.",[],[],{"sys":"9848"},"79RaqyIadyGmlj3mVpPX1v","2023-09-20T12:47:11.944Z",{"sys":"9849"},{"sys":"9850"},"ERROR_LAST_NAME_REQUIRED","The Lastname/Surname is required.",[],[],{"sys":"9851"},"4KL74xdTqWEaNRPLW6ETxv","2023-09-20T12:47:40.153Z",{"sys":"9852"},{"sys":"9853"},"ERROR_LINKEDIN_URL_MAX_LENGTH","The LinkedIn Url value exceeded the maximum length of 50 characters allowed.",[],[],{"sys":"9854"},"66nBIVg39yIigth8nMNudB","2023-09-20T12:48:02.043Z",{"sys":"9855"},{"sys":"9856"},"ERROR_MAX_LENGTH_1024","The Enquiry text maximum length of 1024 characters has been exceeded.",[],[],{"sys":"9857"},"QbctBNVhrqZLcy4c3knBr","2023-09-20T12:48:25.353Z",{"sys":"9858"},{"sys":"9859"},"ERROR_MAX_LENGTH_2000","The Comments text maximum length of 2000 characters has been exceeded.",[],[],{"sys":"9860"},"6DrDriG34YSVIKTN4Vm5NQ","2023-09-20T12:48:48.194Z",{"sys":"9861"},{"sys":"9862"},"ERROR_NATIONALITY_REQUIRED","The Nationality country name is required.",[],[],{"sys":"9863"},"6CMFWjneETZQAMgZwHUsyu","2023-09-20T12:49:15.703Z",{"sys":"9864"},{"sys":"9865"},"ERROR_OBJECTIVES_REQUIRED","The objectives is required.",[],[],{"sys":"9866"},"1uS8BaQxnTjrbfoJCmM0Pf","2023-09-20T12:50:07.828Z",{"sys":"9867"},{"sys":"9868"},"ERROR_PASSWORD_REQUIRED","The user profile password is required.",[],[],{"sys":"9869"},"1fXC7WfpL8TGPHX1sfvQeT","2023-09-20T12:50:32.450Z",{"sys":"9870"},{"sys":"9871"},"ERROR_PASSWORD_TOO_WEAK","The password the user entered is too weak.",[],[],{"sys":"9872"},"2GD5stEo4S1zKbjIoGz3FC","2023-09-20T12:58:00.857Z",{"sys":"9873"},{"sys":"9874"},"ERROR_PREFERRED_DATE_REQUIRED","The preferred date value is required.",[],[],{"sys":"9875"},"4r0NItjAuDbYTLrK7MUjdq","2023-09-20T12:58:28.320Z",{"sys":"9876"},{"sys":"9877"},"ERROR_PROGRAMMES_OF_INT_REQUIRED","At least one Programmes of Interest is required.",[],[],{"sys":"9878"},"4fGkP5U7D3yz0CPU5ftEhl","2023-09-20T12:58:58.766Z",{"sys":"9879"},{"sys":"9880"},"ERROR_QUANTITIVE_PERCENTILE_OUT_OF_RANGE","The Quantitive percentile is out of range. Must be 0 to 100",[],[],{"sys":"9881"},"5FnmXJwgT9aoCntG78fVJm","2023-09-20T12:59:20.861Z",{"sys":"9882"},{"sys":"9883"},"ERROR_QUANTITIVE_SCORE_OUT_OF_RANGE","The Quantitive score is out of range. Must be 0 to 5000",[],[],{"sys":"9884"},"6VngENU3zirpK539TaE7hm","2023-09-20T12:59:42.136Z",{"sys":"9885"},{"sys":"9886"},"ERROR_SKYPE_MAX_LENGTH","The Skype value exceeded the maximum length of 50 characters allowed.",[],[],{"sys":"9887"},"3oT9EhhwbUcCX0ORya5LBy","2023-09-20T13:02:16.781Z",{"sys":"9888"},{"sys":"9889"},"ERROR_STATE_REQUIRED","The State is required for the country selected.",[],[],{"sys":"9890"},"5flDZuLXL8bVEl5EQepnCB","2023-09-20T13:02:36.714Z",{"sys":"9891"},{"sys":"9892"},"ERROR_STUDY_DISCIPLINE_REQUIRED","The Study discipline is required.",[],[],{"sys":"9893"},"1TklVQWeu24dsrKE02wb6v","2023-09-20T13:03:01.314Z",{"sys":"9894"},{"sys":"9895"},"ERROR_TITLE_REQUIRED","The User profile title is required.",[],[],{"sys":"9896"},"1nigSTOcKpVo3LPaQNIC56","2023-09-20T13:03:25.691Z",{"sys":"9897"},{"sys":"9898"},"ERROR_TWITTER_MAX_LENGTH","The Twitter value exceeded the maximum length of 50 characters allowed.",[],[],{"sys":"9899"},"2nKDdEEHSQPctevBcDMozT","2023-09-20T13:03:45.124Z",{"sys":"9900"},{"sys":"9901"},"ERROR_VERBAL_PERCENTILE_OUT_OF_RANGE","The Verbal percentile is out of range. 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","text",{"uri":"6060"},["12064"],"hyperlink",{},[]," to learn more.",{},[],"We hope you enjoy our thought leadership.",{},[],{},[],{"uri":"6060"},["12065"],{},[],{},[],"We have added your email address to our mailing list and we hope you enjoy our thought leadership.\n\n",{},[],{},[],{},[],"\n\n ",{"uri":"10378"},["12066","12067"],{},[],{"type":"5677","linkType":"9131","id":"9132"},{"id":"9133","type":"5677","linkType":"9134"},"//images.london.edu/hxo16fanegqh/5949b9bf-e332-43d7-82d1-c7a17e3345d0-asset/fd57c55e1428f68ee642185033f754ec/subscribe_image_desktop-5949b9bfe33243d782d1c7a17e3345d0.png",{"size":33087,"image":"12068"},"subscribe_image_desktop-5949b9bfe33243d782d1c7a17e3345d0.png",{"type":"5677","linkType":"9131","id":"9132"},{"id":"9133","type":"5677","linkType":"9134"},{"type":"5677","linkType":"9135","id":"9199"},{},[],"Leave your details above if you would like to receive emails containing the latest thought leadership, invitations to events and news about courses that could enhance your career. 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\n

He teaches on the following programmes:

\n
\n

MBA
EMBA Global
PhD
Exploiting Disruption in a Digital World

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Professor Nicos Savva is an expert in data science, using it to solve operational problems and help large organisations develop data-science capabilities. His research focuses on healthcare management, including hospital operations, regional organization of care, assessing performance, measuring health inequity, and innovation. His work has appeared in leading journals such as Management Science, Manufacturing & Service Operations Management, Production & Operations Management, and Nature Biotechnology. He is a Department Editor of Management Science.

Nicos has acted as an external advisor to NHS England/NHS Improvement, and a consultant to hospitals, biotech companies, high-tech start-ups, retail firms, and a hedge fund. He also advises on the policy implications of algorithms. Besides LBS, he has also taught at The Wharton School, Columbia GSB, and at Judge Business School, University of Cambridge.

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Teaching portfolio

Our teaching offering is updated annually. Faculty and programme material are subject to change.

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Nicos Savva uses mathematics and economics to build models that help companies manage strategic challenges. He recently shared his thoughts about the complex issues involved in trying to reform health care with eBSR.
\n
\nI know that you have been doing a lot of work examining some of the problems facing health care systems in the developed world. What makes these kinds of studies so important?
\n
\nIn recent years, hospitals have been faced with ever-increasing pressure from their major payers — federal and state governments, managed care organisations and large employers — to cut costs. This is an extremely difficult task at any time, since ensuring quality care for patients remains the major goal of caregivers. Now, however, as the population of the developed world is aging, what makes it even more difficult is that the demographic shift taking place results in an even higher demand on hospital resources, most notably a substantial and sustained increase in the daily workload of health care providers. This increased workload has created problems that affect costs, efficiency and quality of care.
\n
\nDid the ‘symptoms’ resulting from increased workloads provide you with specific areas to examine?
\n
\nYes. The literature and empirical observation indicated that increased workloads create the most trouble when it comes to those who believe that their primary function is patient care. As a result, the focus of my work has been on physicians and nurses, the two groups that provide the most sophisticated and expensive caregiving. In the case of physicians, everybody agrees that spending time with patients is their most important job. Payment for patient care, however, is a result of the paperwork that quantifies the type of care given and that paperwork is time consuming. In fact, one study found that the level of paperwork-related stress today is so great that two-thirds of physicians would be willing to give up 10 per cent of their income for a substantial reduction in paperwork.
\n
\nIn the case of nurses, nursing services constitute the single largest item in most hospital budgets. As a result, in many instances, the response of those desperate to cut costs has been reductions of the nursing staff. However, reductions in nurse-to-patient ratios — as well as shorter hospital lengths-of-stay and the use of outpatient procedures — have resulted in sicker hospitalised patients who require more nursing care. The stress induced by all this has increased absenteeism among nurses dramatically, which has both monetary and quality of care costs.
\n
\nCan you briefly explain the analytical work you and your colleagues did?
\n
\nI was involved in two specific studies in hospitals in the US. The first was a comprehensive examination of a detailed data set from the trauma department of a major urban hospital to explore the discharge forms filled out by physicians that lead to the assignment of codes for reimbursement for care. The second was an analysis of the link between nurse absenteeism and workload using data from the emergency department of a large New York City hospital.

\n
\n

Diagnosis

\n
\n

What did your studies find?
\n
\nWhen it comes to physicians, we found that the more discharge summaries they had to compile in a given day, the less likely it was to provide all the necessary documentation for their patients to be classified as high severity for reimbursement purposes. In fact, because patients classified as high severity result, on average, in a 47.8 per cent higher reimbursement payment, correct coding could bring in about an extra 1.1. per cent of annual revenue to the trauma department. In addition, incomplete discharge summaries result in less adequate follow-up care. Filling out those discharge forms correctly, however, takes time from patient care.
\n
\nWhen it comes to nurses, according to the US Bureau of Labor Statistics, in 2008 they exhibited 12.5 incidents of illness or occupational injury per 100 full-time employees, second only to construction workers, as well as the highest number of cases involving days away from work. Our main finding was that absenteeism increases when there is an increase in stress levels as a result of a higher anticipated workload. The effects of these high absentee levels include increases in medical errors, delays for patients waiting for beds in emergency rooms and ambulance diversions — as well as increased financial costs. The additional costs are a result of having to bring in nurses from agencies and pay them as well as the nurses who are using mandated sick days or of asking nurses finishing their shifts to stay on and pay them overtime rates.

\n
\n

Prognosis

\n
\n

What can be done to correct these specific problems?
\n
\nWhen it comes to physicians, one solution frequently put forth is to change operational procedures to free physicians from their current paperwork burden, perhaps by placing independent personnel in charge of generating such reports. Unfortunately, the people who could take over such a role, such as nurses, are themselves overworked. The answer could lie in using the additional revenue from correct coding to hire such personnel.
\n
\nWhen it comes to nurses, we find that with an average absenteeism rate of 7.3 per cent, an extra scheduled nurse is associated with an average reduction in the absenteeism rate of 0.6 per cent. But again, there is a cost to this; after all, patient loads cannot be anticipated at the time schedules are drawn up, which could result in more nurses than needed for a given shift.
\n
\nIn other words, there are no easy solutions that would bring about the kinds of cost reductions that are deemed critical to the survival of affordable, quality health care. New treatments for the problems facing health care will have to be found, but finding them will take more detailed research into all aspects of health care.
\n
\nFor more information about these studies, see Adam Powell, Sergei Savin and Nicos Savva, ‘Physician workload and hospital reimbursement: Overworked servers generate lower income’, Working Paper, August 2011.

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