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    Actual for You - Business Intelligence in Healthcare

    Dealing with Client Problems
    If you own a business, sooner or later you are going to run into a situation where you screw something up. This situation can be an opportunity or disaster all depending on how you handle it.To error is human, or so the clich? goes. If you are older than about six months old, you know this is one of those clich?s that is utterly and totally true. Some would even define experience as learning from your mistakes. Well, the same thing goes for your business efforts.You may be the most diligent and hardest working person in the world. This will not insulate you from bonehead moves and mistakes. Sooner or later, you will fail a client or customer. You may not even realize it until they call yo
    d, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
    • Produce a medical history report on a patient
    • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level) The Value of Virtual
      While secretaries and administrative assistants have been around for years, the term “virtual assistant” is a relatively new term that has become popular along side the Internet. What is a virtual assistant? Also called a VA, a virtual assistant is the online equivalent of an office administrative assistant.As independent contractors, virtual assistants work for their clients off-site, performing a variety of administrative tasks. Common duties include data entry, web design and maintenance, bookkeeping, word processing and transcription. While many virtual assistants offer basic office skills like these, others specialize in areas like accounting, research, mailings, marketing and public relati
    The main goal of each Healthcare Institution in a highly controlled & competitive environment, is to reduce operating costs while maintaining a consistently acceptable level of patient treatment. Reduce operating costs at all levels:

    • Cost of healthcare Professionals
    • Cost of lab equipment & consumables
    • Cost of pharmaceuticals / medical material
    • Cost of a treatment per Diagnosis related grouping (DRG)
    • Cost per type of medical intervention (e.g. specific medical operation)
    On the other hand, an acceptable level of patient treatment involves:
    • Evidence based medicine, accurate diagnosis and efficient treatment
    • On time admittance in the Hospital and healthcare treatment
    • Treatment with respect for the Patient- analysis of options
    • Reduction of risks during treatment (e.g. related to the use of medicine, biomedical equipment, blood transfusions)
    • Capture of medical history of the patient in order to support evidence based medicine
    Moreover, goals of each Healthcare Institution are:
    • Reduction of medical errors and exposure of the patient to medical hazards (e.g. inappropriate levels of radiation)
    • Support medical research with patient & treatment data
    • Participate and support a larger Healthcare system, with the exchange of medical information on a patient, as well as statistics on population morbidity & mortality.
    In Private Healthcare, the excellent Patient service is critical to Customer retention & loyalty and business growth. In order to achieve these goals, each modern Healthcare system aims to enhance its Organisational capability with the introduction of standard business processes, standard healthcare treatment based on standardized healthcare interventions. Medical information management is supported by the introduction of information systems aligned to the standardized processes as well as the introduction of classifications or codifications of certain information types like diseases (based on ICD), medical interventions, lab exams, biomedical equipment & consumables. Hospital information systems (HIS) are used to capture and process all information related to the administrative as well as the medical aspects of a patient event. A patient record is created which stores all the patient history, structured per event. A datamart monitoring the inpatient and outpatient service could be based on data retrieved from the HIS database. In a dimensional model it would store the dimensions involved in the service: Patient, Date, Healthcare Unit and Department, exit DRG (diagnosis related grouping) group, Diagnosis (based on ICD), Medical intervention based on selected codification, pharmaceutical treatment, medical material used, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
    • Produce a medical history report on a patient
    • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level)
      • Why Businesses Fail Horribly- Poor Or Inadequate Market Research
      In this sharpshooting article, we help you take precise aim at your sales target.Market research is the process of systematic gathering, recording and analysing of data about customers, competitors and the market. It helps create a business plan, launch a new product or service, fine tune existing products and expand into new markets etc.It can be also be used to determine which portion of the population will purchase the product or service, based on age, gender, location and income level. It can be establish the characteristic of your target market.With proper market research, companies can make better business decisions about the development and marketing of new products. Market
      tance in the Hospital and healthcare treatment
    • Treatment with respect for the Patient- analysis of options
    • Reduction of risks during treatment (e.g. related to the use of medicine, biomedical equipment, blood transfusions)
    • Capture of medical history of the patient in order to support evidence based medicine
    Moreover, goals of each Healthcare Institution are:
    • Reduction of medical errors and exposure of the patient to medical hazards (e.g. inappropriate levels of radiation)
    • Support medical research with patient & treatment data
    • Participate and support a larger Healthcare system, with the exchange of medical information on a patient, as well as statistics on population morbidity & mortality.
    In Private Healthcare, the excellent Patient service is critical to Customer retention & loyalty and business growth. In order to achieve these goals, each modern Healthcare system aims to enhance its Organisational capability with the introduction of standard business processes, standard healthcare treatment based on standardized healthcare interventions. Medical information management is supported by the introduction of information systems aligned to the standardized processes as well as the introduction of classifications or codifications of certain information types like diseases (based on ICD), medical interventions, lab exams, biomedical equipment & consumables. Hospital information systems (HIS) are used to capture and process all information related to the administrative as well as the medical aspects of a patient event. A patient record is created which stores all the patient history, structured per event. A datamart monitoring the inpatient and outpatient service could be based on data retrieved from the HIS database. In a dimensional model it would store the dimensions involved in the service: Patient, Date, Healthcare Unit and Department, exit DRG (diagnosis related grouping) group, Diagnosis (based on ICD), Medical intervention based on selected codification, pharmaceutical treatment, medical material used, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
    • Produce a medical history report on a patient
    • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level) Postage Machines
      Postage machines were introduced in the United States in 1912. Since then, they have come a long way. These machines have evolved from mere mechanical devices to Internet-based postage dispensing services. Postage machines usually carry out the functions of mailing, logistics, and document handling.Postage machines or postage meters are used when bulk mails need to be affixed with correct amount of postage. They can be considered as sound business investments for an office that sends even a relatively small amount of mail on a regular basis. These machines have a professional look, are convenient and cost-effective, and eliminate the trouble of running off to the post office every now and then.<ll as statistics on population morbidity & mortality.
    In Private Healthcare, the excellent Patient service is critical to Customer retention & loyalty and business growth. In order to achieve these goals, each modern Healthcare system aims to enhance its Organisational capability with the introduction of standard business processes, standard healthcare treatment based on standardized healthcare interventions. Medical information management is supported by the introduction of information systems aligned to the standardized processes as well as the introduction of classifications or codifications of certain information types like diseases (based on ICD), medical interventions, lab exams, biomedical equipment & consumables. Hospital information systems (HIS) are used to capture and process all information related to the administrative as well as the medical aspects of a patient event. A patient record is created which stores all the patient history, structured per event. A datamart monitoring the inpatient and outpatient service could be based on data retrieved from the HIS database. In a dimensional model it would store the dimensions involved in the service: Patient, Date, Healthcare Unit and Department, exit DRG (diagnosis related grouping) group, Diagnosis (based on ICD), Medical intervention based on selected codification, pharmaceutical treatment, medical material used, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
    • Produce a medical history report on a patient
    • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level) Are Movado Watches Worth The Price?
      There is no question whether or not movado watches have won over society with its brilliant artistic features and display for time. However, the movado price is perhaps a little too much for a watch. By raising their prices to what they are, it ultimately narrows its target market down significantly. So the question is, are movado watches worth the price?The answer to this question depends solely on what you are looking for in a watch. If you want a classy business-like watch, then it is certainly worth the price. Everything from the strap to the dial to even the hands is crafty and provides style. However, with all this said there are a number of downsides to purchasing movado watches at ams, biomedical equipment & consumables. Hospital information systems (HIS) are used to capture and process all information related to the administrative as well as the medical aspects of a patient event. A patient record is created which stores all the patient history, structured per event. A datamart monitoring the inpatient and outpatient service could be based on data retrieved from the HIS database. In a dimensional model it would store the dimensions involved in the service: Patient, Date, Healthcare Unit and Department, exit DRG (diagnosis related grouping) group, Diagnosis (based on ICD), Medical intervention based on selected codification, pharmaceutical treatment, medical material used, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
      • Produce a medical history report on a patient
      • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level) Getting Into Your Buyer's Shoes
        The storyA few weeks ago, I met Chris* at a networking event. We chatted about what his company was doing and what my business was all about. He quickly realized that his company's online solutions could be beneficial for us and said, "Charlie, we should really meet soon so that I can show you our solutions that can lead you to more business." We had fairly good rapport and my company was then currently considering improvements to our online approach, so I was willing to respond to his suggestion.A few days later, Chris called me and we set a meeting. During the meeting, he showed me a brochure with all his company's solutions and kept asking whether this or that solution would be of inted, and capture all cost related facts in the fact table. The star schema captures information related to an inpatient event, which normally may last few days. In order to capture the whole lifecycle of the event, an accumulating snapshot fact table is used, as shown in the figure (check link below). Based on this star schema, a wide range of analytical tasks can be carried out. Analysis related to medical treatment of a specific event (indicatively):
        • Produce a medical history report on a patient
        • Produce stats on morbidity by restricting on specific ICD codes (e.g. frequency of an ICD as a percentage of total events, ICD related to demographic info like age or educational level)
        • Analyse the relation of medical interventions to ICD & DRGs, by restricting on specific DRGs
        • Mortal events per ICD / DRG (this can be coded in a specific Exit_diagnosis value)
        Analysis related to cost incurred by a specific event (indicatively):
        • Analysis on the average length of stay (ALOS) per DRG as well as per Patient demographics.
        • Analysis on the medical material & consumables cost related to a medical intervention
        • Analysis on the medical material & consumables cost related to an event of specific DRG
        • Analysis on the pharmaceutical cost related to an event of specific DRG
        • Delays in payment and collection levels
        Department related analysis:
        • Number of treatment events / medical interventions per Department
        • comparison of same specialty Departments
        The star schema could also capture the involvement and performance of medical Professionals. In addition it could capture many more facts related to the event like manhours spent by the Doctor in charge, by the other professionals involved. The datamart can be linked to the datamart of another Hospital or Healthcare system, if the two use conformed dimensions and facts. Standardized codifications (like ICD) aim at achieving this conformance, in order to be able to consolidate information at the regional, national and international level. Why develop the star schema, instead of querying directly the Hospital Information System database. For two important reasons:
        • The star schema model is easily understandable by the Business Analyst
        • The analysis on the star schema is computationally more efficient (the symmetric structure’s simplicity allows for better query optimization)
        Moreover the star schema incorporates enriched information at the dimensions as well as derived facts on the fact table (cost, duration). This additional information is produced and appended in the datamart staging area. Business intelligence infrastructures, like the one presented above can facilitate the analysis and continuous improvement in a Healthcare system.

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