{"id":110445,"date":"2023-07-26T19:42:31","date_gmt":"2023-07-26T19:42:31","guid":{"rendered":"https:\/\/learnexams.com\/blog\/?p=110445"},"modified":"2023-07-26T19:42:36","modified_gmt":"2023-07-26T19:42:36","slug":"summary-wgu-c790-nursing-informatics-study-guide-2023-complete-solutions-verified","status":"publish","type":"post","link":"https:\/\/www.learnexams.com\/blog\/2023\/07\/26\/summary-wgu-c790-nursing-informatics-study-guide-2023-complete-solutions-verified\/","title":{"rendered":"Summary WGU C790 Nursing Informatics Study Guide 2023 Complete Solutions Verified"},"content":{"rendered":"\n<p>goal of EBP<br>is improvement of systems and microsystems within healthcare, with these improvements based on science<\/p>\n\n\n\n<p>STEEEP principles<br>The Institute of Medicine (IOM) expert panel issued recommendations for urgent action to redesign healthcare so that it is safe, timely, effective, efficient, equitable, and patient-centered<\/p>\n\n\n\n<p>(S) in STEEEP<br>Safe-Avoid injuries to patients from the care that is intended to help them.<\/p>\n\n\n\n<p>(T) in STEEEP<br>Timely-Reduce waits and sometimes harmful delays for both those who receive and those who give care.<\/p>\n\n\n\n<p>(E) in STEEEP<br>Effective-Provide services based on scientific knowledge to all who could benefit, and refrain from providing services to those not likely to benefit.<\/p>\n\n\n\n<p>(E) in STEEEP<br>Efficient-Avoid waste, including waste of equipment, supplies, ideas, and energy.<\/p>\n\n\n\n<p>(E) in STEEEP<br>Equitable-Provide care that does not vary in quality because of personal characteristics such as gender, ethnicity, geographic location, and socioeconomic status.<\/p>\n\n\n\n<p>(P) in STEEEP<br>Patient-centered Provide care that is respectful of and responsive to individual patient preferences, needs, and values, and ensure that patient values guide all clinical decisions.<\/p>\n\n\n\n<p>ACE Star Model of Knowledge Transformation<br>Advancing Research and Clinical Practice through Close Collaboration (ARCC)<br>Model of Evidence-Based Practice in Nursing and Healthcare<br>Johns Hopkins Nursing Evidence-Based Practice Model and Guidelines<br>Iowa Model of Evidence-Based Practice<br>Stetler Model of Research Utilization<br>FOCUS: EBP, research use, and knowledge transformation processes<\/p>\n\n\n\n<p>DESCRIPTION: Direct a systematic approach to synthesizing knowledge and transforming research findings to improve patient outcomes and the quality of care<br>Address both individual practitioners and healthcare organizations Focus on increasing the meaningfulness and utility of research findings in clinical decision making<\/p>\n\n\n\n<p>Promoting Action on Research Implementation in Health Services (PARiHS)<br>Vratny and Shriver Model for Evidence-Based Practice Pettigrew and Whipp Model of Strategic Change<br>Outcomes-Focused Knowledge Translation<br>Determinants of Effective Implementation of Complex Innovations in Organizations<br>Ottawa Model of Research Use<br>FOCUS: Strategic and organizational change theory to promote uptake and adoption of new knowledge<\/p>\n\n\n\n<p>DESCRIPTION:Trace mechanisms by which individual, small group, and organizational contexts affect diffusion, uptake, and adoption of new knowledge and innovation<br>Premise is that interventions, outcomes evaluations, and feedback are important methods to promote practice change<\/p>\n\n\n\n<p>Collaborative Model for Knowledge Translation between Research and Practice Settings<br>Framework for Translating Evidence into Action<br>Knowledge Transfer and Exchange<br>Canadian Institutes of Health Research Knowledge Translation within the Research Cycle Model or Knowledge Action Model<br>Interactive Systems Framework for Dissemination and Implementation<br>FOCUS: Knowledge exchange and synthesis for application and inquiry<\/p>\n\n\n\n<p>DESCRIPTION: Structure ongoing interactions among practitioners, researchers, policy-makers, and consumers to facilitate the generation of clinically relevant knowledge and the application of knowledge in practice<br>All parties are engaged in bidirectional collaboration across the translation continuum<\/p>\n\n\n\n<p>Knowledge Transformation<br>(Ace Star Model)<br>is defined as the conversion of research findings from discovery of primary research results, through a series of stages and forms, to increase the relevance, accessibility, and utility of evidence at the point of care to improve healthcare and health outcomes by way of evidence-based care.<\/p>\n\n\n\n<p>Ace Star Model<br>These five points are discovery research, evidence summary, translation to guidelines, practice integration, and evaluation of process and outcome<\/p>\n\n\n\n<p>clinical practice guidelines (CPGs)<br>The IOM defines clinical guidelines as &#8220;systematically developed statements to assist practitioner and patient decisions about appropriate health care for specific clinical circumstances.<\/p>\n\n\n\n<p>usability<br>1.Increased user productivity and efficiency 2.Decreased user errors and increased safety 3.Improved cognitive support<\/p>\n\n\n\n<p>human factors<br>is &#8220;the scientific discipline concerned with the understanding of interactions among humans and other elements of a system, and the profession that applies theory, principles, data and methods to design in order to optimize human well-being and overall system performance.&#8221;<\/p>\n\n\n\n<p>In healthcare, human factors might concern the design of a new operating room to better support teamwork and patient flow.<\/p>\n\n\n\n<p>ergonomics<br>used interchangeably with human factors by the HFES in Europe but in the U.S. and other countries its focus is on human performance with physical characteristics of tools, systems, and machines<\/p>\n\n\n\n<p>i.e. power drill fitting in hand<\/p>\n\n\n\n<p>Human-computer interaction (HCI)<br>is the study of how people design, implement, and evaluate interactive computer systems in the context of users&#8217; tasks and work<\/p>\n\n\n\n<p>usability<br>is often used interchangeably with HCI when the product is a computer but usability also concerns products beyond computers. Usability is also more focused on interactions within a specific context or environment for a specific product.<\/p>\n\n\n\n<p>Formally, the ISO defines usability as the extent to which a product can be used by specific users in a specific context to achieve specific goals with effectiveness, efficiency, and satisfaction.<\/p>\n\n\n\n<p>allows users to achieve goals<\/p>\n\n\n\n<p>joint cognitive systems<br>imply that information is shared or distributed among humans and technology. This framework is useful for examining teamwork in healthcare where team members work together on patient care<\/p>\n\n\n\n<p>Health Human-Computer Interaction (HHCI) Framework<br>Humans or products can initiate interactions. The information is processed through either the product or the humans according to characteristics. The recipient then reacts to the information; for example, a healthcare provider could read and respond to email from a patient or a product might process interactions after the &#8220;enter&#8221; key is pressed. Iterative cycles continue as humans behave and products act according to defined characteristics. Goals and planning are implicit within the tasks displayed in the framework.<\/p>\n\n\n\n<p>discount usability methods<br>reduce the number of required users in usability projects and to use early design prototypes.<\/p>\n\n\n\n<p>These methods offer economies of time, effort, and cost and can be completed at any point in the systems life cycle.<\/p>\n\n\n\n<p>Two common techniques are heuristic evaluation and think-aloud protocol.<\/p>\n\n\n\n<p>Heuristic evaluations<br>compare products against accepted usability guidelines to reveal major and minor usability issues.<\/p>\n\n\n\n<p>think-aloud protocol<br>also involves a small number of users and has them talk aloud while they interact with a product. Users voice what they are trying to do, indicate where interactions are confusing, and provide other thoughts about the product during interactions.<\/p>\n\n\n\n<p>This allows a detailed examination of the specified tasks, in particular to uncover major effectiveness issues.<\/p>\n\n\n\n<p>used in conjunction with other techniques<\/p>\n\n\n\n<p>task analysis<br>generic term for a set of more than 100 techniques that range from a focus on cognitive tasks and processes (called cognitive task analysis) to observable user interactions with an application (e.g., a systematic mapping of team interactions during a patient code).<\/p>\n\n\n\n<p>Task analyses are systematic methods that are used to understand what users are doing or required to do with a product by focusing on tasks and behavioral actions of the users and products.<\/p>\n\n\n\n<p>These methods provide a process for learning about and documenting how ordinary users complete actions in a specific context.<\/p>\n\n\n\n<p>Methods of task analysis include the following: \u2022Interviews \u2022Observations \u2022Shadowing users at their actual work sites \u2022Observing users doing tasks \u2022Conducting ethnographic studies or interviews<\/p>\n\n\n\n<p>focused ethnographies<br>concentrate on individuals&#8217; points of view, their experiences and interactions in social settings, rather than on just the actions of those individuals<\/p>\n\n\n\n<p>During observations, detailed descriptions are generated with an emphasis on social relationships and their impact on work.<\/p>\n\n\n\n<p>Usability Questionnaires<br>System Usability Scale (SUS)- industry standard, 10-scale<\/p>\n\n\n\n<p>Questionnaire for User Interaction Satisfaction (QUIS)-computer system or application assessed<\/p>\n\n\n\n<p>Purdue Usability Testing Questionnaire-100 open ended questions<\/p>\n\n\n\n<p>Software Usability Measurement Inventory (SUMI)-<\/p>\n\n\n\n<p>Exploratory Test<br>conducted early in the systems life cycle after requirements are determined. These tests are conducted on very basic or preliminary designs or redesigns where few resources have been committed to programming the product. The objective of an exploratory test is to assess the effectiveness of emerging design concepts<\/p>\n\n\n\n<p>informal<\/p>\n\n\n\n<p>Assessment Test<br>conducted early in or midway through the development of a product application. After the organization and general design are determined, this kind of test assesses lower-level operations of the application, stressing the efficiency goals of the product (versus effectiveness) and how well the task is presented to users.<\/p>\n\n\n\n<p>conducted whens system partially developed<\/p>\n\n\n\n<p>validation test<br>completed later in the systems life cycle using a more mature product. This type of test assesses how this particular product compares to a predetermined standard, benchmark, or performance measure.<\/p>\n\n\n\n<p>Comparison Study<br>can conduct comparison studies at any point in the systems life cycle but they are more commonly done to compare an existing design with a redesign or an early prototype with a more mature product.<\/p>\n\n\n\n<p>The major objective of this usability test is to determine which application, design, or product is more effective, efficient, and satisfying<\/p>\n\n\n\n<p>Steps for Conducting Usability Tests<br>1) define a clear purpose<br>2) assess constraints<br>3) Use an HCI framework to define pertinent components.<br>4) Match methods to the purpose, constraints, and framework assessment.<\/p>\n\n\n\n<p>human factors<br>The complex interactions among multiple users, products, and environments with varying characteristics in health information technology is referred to<\/p>\n\n\n\n<p>project<br>is a planned undertaking, with a beginning and end that produces a well-defined result or product.<\/p>\n\n\n\n<p>information system development project<br>a planned undertaking that produces a new information system<\/p>\n\n\n\n<p>predictive approach to the SDLC<br>assumes that the development project can be planned and organized and that the new information system can be developed according to the plan<\/p>\n\n\n\n<p>useful for building systems that are well understood and defined.<\/p>\n\n\n\n<p>company may want to convert its old networked client\/server system to a newer Web-based system that includes a smartphone app. In this type of project, the staff already understands the requirements very well, and no new processes need to be added<\/p>\n\n\n\n<p>traditional (70s-90s)<\/p>\n\n\n\n<p>adaptive approach to the SDLC<br>is used when the system&#8217;s requirements and\/or the users&#8217; needs aren&#8217;t well understood. In this situation, the project can&#8217;t be planned completely.<\/p>\n\n\n\n<p>Some system requirements may need to be determined after preliminary development work.<\/p>\n\n\n\n<p>(late 90s-today)<\/p>\n\n\n\n<p>project initiation (predictive)<br>In predictive approaches, there is a group of activities that identifies the problem and secures approval to develop a new system<\/p>\n\n\n\n<p>Project planning (predictive)<br>In predictive approaches, there is a group of activities that identifies the problem and secures approval to develop a new system<\/p>\n\n\n\n<p>map out the project&#8217;s overall structure<\/p>\n\n\n\n<p>analysis (predictive)<br>focuses on discovering and understanding the details of the problem or need. The intent here is to figure out exactly what the system must do to support the business processes<\/p>\n\n\n\n<p>design (predictive)<br>focuses on configuring and structuring the new system components. These activities use the requirements that were defined earlier to develop the program structure and the algorithms for the new system<\/p>\n\n\n\n<p>implementation (predictive)<br>includes programming and testing the system.<\/p>\n\n\n\n<p>deployment (predictive)<br>involves installing and putting the system into operation.<\/p>\n\n\n\n<p>phases of the system development project (predictive)<br>project initiation, project planning, analysis, design, implementation, and deployment<\/p>\n\n\n\n<p>support phase (predictive)<br>includes the activities needed to upgrade and maintain the system after it has been deployed. The support phase is part of the overall SDLC, but it isn&#8217;t normally considered part of the initial development project<\/p>\n\n\n\n<p>waterfall model (predictive)<br>the phases of the project flow down, one after another.<\/p>\n\n\n\n<p>This model assumes that the phases can be carried out and completed sequentially.<\/p>\n\n\n\n<p>After a project drops over the waterfall into the next phase, there is no going back<\/p>\n\n\n\n<p>rigid planning, doesn&#8217;t work very well<\/p>\n\n\n\n<p>interative approach (adaptive)<br>Using iterations, the project is able to adapt to any changes as it proceeds. Also, parts of the system are available early on for user evaluation and feedback, which helps ensure that the application will meet the needs of the users.<\/p>\n\n\n\n<p>overlapping phases<\/p>\n\n\n\n<p>is adaptive because with each iteration&#8217;s analysis, design, and implementation, modifications can be made to adapt to the changing requirements of the project<\/p>\n\n\n\n<p>incremental development<br>related concept to interative SDLC<\/p>\n\n\n\n<p>based on an iterative life cycle<\/p>\n\n\n\n<p>basic idea is that the system is built in small increments<\/p>\n\n\n\n<p>may be developed within a single iteration or it may require two or three iterations. As each increment is completed, it is integrated with the whole<\/p>\n\n\n\n<p>&#8220;grown&#8221; in an organic fashion<\/p>\n\n\n\n<p>gets into user&#8217;s hands faster<\/p>\n\n\n\n<p>walking skeleton<br>based on interative approach<\/p>\n\n\n\n<p>provides a complete front-to-back implementation of the new system but with only the &#8220;bare bones&#8221; of functionality.<\/p>\n\n\n\n<p>gets into user&#8217;s hands quickly<\/p>\n\n\n\n<p>system development methodology<br>provides guidelines for every facet of the system development life cycle.<\/p>\n\n\n\n<p>model<br>representation of an important aspect of the real world<\/p>\n\n\n\n<p>abstraction<br>people abstract (separate out) an aspect that is of particular importance to them.<\/p>\n\n\n\n<p>tool<br>software support that helps create models or other components required in the project.<\/p>\n\n\n\n<p>integrated development environments (IDEs)<br>sets of tools that work together to provide a comprehensive development and programming environment for software developers<\/p>\n\n\n\n<p>visual modeling tools<br>tools that help analysts create and verify graphical models and may also generate program code<\/p>\n\n\n\n<p>technique<br>a collection of guidelines that specify a method for how to carry out a development activity or task<\/p>\n\n\n\n<p>Sometimes, a technique applies to an entire life cycle phase and helps you create several models and other documents.<\/p>\n\n\n\n<p>How do methodologies, models, tools, and techniques fit together?<br>A methodology includes a collection of techniques that are used to complete activities within each phase or iteration of the system development life cycle. The activities include the completion of a variety of models as well as other documents and deliverables. Like any other professionals, system developers use software tools to help them complete their activities<\/p>\n\n\n\n<p>Agile development<br>a guiding philosophy and set of guidelines for developing information systems in an unknown, rapidly changing environment<\/p>\n\n\n\n<p>compliments adaptive approaches<\/p>\n\n\n\n<p>Agile modeling<br>a philosophy about how to build models, some of which are formal and detailed, others sketchy and minimal<\/p>\n\n\n\n<p>&#8220;&#8221;Manifesto for Agile Software Development&#8221; four values<br>\u25aa Value responding to change over following a plan<br>\u25aa Value individuals and interactions over processes and tools<br>\u25aa Value working software over comprehensive documentation<br>\u25aa Value customer collaboration over contract negotiation<\/p>\n\n\n\n<p>chaordic<br>a term used to describe adaptive projects because they are chaotic yet ordered<\/p>\n\n\n\n<p>Agile Modeling (AM)<br>a guiding philosophy in which only models that are necessary, with a valid need and at the right level of detail, are created<\/p>\n\n\n\n<p>The Unified Process (UP)<br>is an object-oriented system development methodology<\/p>\n\n\n\n<p>defines a complete methodology that uses UML for system models and describes a new, adaptive system development life cycle. In the UP, the term development process is synonymous with development methodology.<\/p>\n\n\n\n<p>UP Phases<br>inception, elaboration, construction, and transition<\/p>\n\n\n\n<p>Inception Phase (UP)<br>develop an approximate vision of the system, make the business case, define the scope, and produce rough estimates for cost and schedule<\/p>\n\n\n\n<p>usually one iteration<\/p>\n\n\n\n<p>Elaboration Phase (UP)<br>define the vision, identify and describe all requirements, finalize the scope, design and implement the core architecture and functions, resolve high risks, and produce realistic estimates for cost and schedule<\/p>\n\n\n\n<p>usually several iterations<\/p>\n\n\n\n<p>Construction Phase (UP)<br>iteratively implement the remaining lower-risk, predictable, and easier elements and prepare for deployment<\/p>\n\n\n\n<p>several iterations<\/p>\n\n\n\n<p>Transition Phase (UP)<br>complete the beta test and deployment so users have a working system and are ready to benefit as expected<\/p>\n\n\n\n<p>one or more final iterations<\/p>\n\n\n\n<p>UP discipline<br>a set of functionally related activities that combine to enable the development process in a UP project<\/p>\n\n\n\n<p>disciplines include:<br>business modeling,<br>requirements, design,<br>implementation,<br>testing, deployment, configuration and change management,<br>project management<br>environment<\/p>\n\n\n\n<p>Extreme Programming (XP)<br>an adaptive, Agile development methodology<\/p>\n\n\n\n<p>an attempt to take the best practices of software development and extend them &#8220;to the extreme.<\/p>\n\n\n\n<p>characteristics:<br>Takes proven industry best practices and focuses on them intensely<br>Combines those best practices (in their most intense forms) in a new way to produce a result that is greater than the sum of its parts<\/p>\n\n\n\n<p>XP Core Values<br>communication- documentation, verbal discussion (open and frequent)<\/p>\n\n\n\n<p>simplicity- techniques to reinforce this principle and make it a standard way of developing systems<\/p>\n\n\n\n<p>feedback- Feedback on functionality and requirements should come from the users, feedback on designs and code should come from other developers, and feedback on satisfying a business need should come from the client<\/p>\n\n\n\n<p>courage- XP practices are designed to give developers the courage to &#8220;do it right.&#8221;<\/p>\n\n\n\n<p>XP Practices (12)<br>planning-focuses on making a rough plan quickly and then refining it as things become clearer.<\/p>\n\n\n\n<p>testing- two major types of tests: unit tests, which test the correctness of a small piece of code, and acceptance tests, which test the business function<\/p>\n\n\n\n<p>pair programming- divides up the coding work. First, one programmer might focus more on design and double-checking the algorithms while the other writes the code. Then, they switch roles<\/p>\n\n\n\n<p>simple designs-accomplishes the desired result with as few classes and methods as possible and that doesn&#8217;t duplicate code<\/p>\n\n\n\n<p>refactoring the code- revising, reorganizing, and rebuilding part of a system so it is of higher quality<\/p>\n\n\n\n<p>owning the code collectively- everyone is responsible for the code<\/p>\n\n\n\n<p>continuous integration- embodies XP&#8217;s idea of &#8220;growing&#8221; the software. Small pieces of code\u2014which have passed the unit tests\u2014are integrated into the system daily or even more often.<\/p>\n\n\n\n<p>on-site customer- embodies XP&#8217;s idea of &#8220;growing&#8221; the software. Small pieces of code\u2014which have passed the unit tests\u2014are integrated into the system daily or even more often.<\/p>\n\n\n\n<p>system metaphor- s unique and interesting approach to defining an architectural vision. It answers the questions &#8220;How does the system work?&#8221; and &#8220;What are its major components?&#8221; And it does it by having the developers identify a metaphor for the system.<\/p>\n\n\n\n<p>small releases- point at which the new system can be turned over to users for acceptance testing and even for productive use.<\/p>\n\n\n\n<p>forty-hour week and coding standards- set the tone for how the developers should work.<\/p>\n\n\n\n<p>XP system development approach<br>three levels: system (the outer ring), release (the middle ring), and iteration (the inner ring).<\/p>\n\n\n\n<p>occur once during each development project<\/p>\n\n\n\n<p>Scrum<br>the objective of which is to be quick, agile, and intense and to go the entire distance<\/p>\n\n\n\n<p>focus is primarily on the team level<\/p>\n\n\n\n<p>social engineering that emphasizes individuals more than processes and describes how teams of developers can work together to build software in a series of short mini-projects<\/p>\n\n\n\n<p>Software is developed incrementally, and controls are imposed empirically\u2014by focusing on things that can be accomplished.<\/p>\n\n\n\n<p>product backlog<\/p>\n\n\n\n<p>product backlog<br>a prioritized list of user requirements used to choose work to be done in a Scrum project<\/p>\n\n\n\n<p>Scrum organization<br>three main organizational elements that affect a Scrum project are the product owner, the Scrum master, and the Scrum team or teams.<\/p>\n\n\n\n<p>product owner<br>the client stakeholder for whom the system is being built<\/p>\n\n\n\n<p>scrum master<br>the person in charge of a Scrum project\u2014similar to a project manager<\/p>\n\n\n\n<p>scrum team<br>small group of developers\u2014typically five to nine people\u2014who work together to produce the software<\/p>\n\n\n\n<p>sprint<br>a time-controlled mini-project that implements a specific portion of a system<\/p>\n\n\n\n<p>daily meetings with the Scrum team to report issues<\/p>\n\n\n\n<p>time boxing<\/p>\n\n\n\n<p>weaknesses of agile process:<br>requires meaningful stakeholder participation<\/p>\n\n\n\n<p>Agile cannot define what will be delivered at the end of a project.<\/p>\n\n\n\n<p>Agile requires a strong team of process subject matter experts.<\/p>\n\n\n\n<p>No &#8220;Scrum Master&#8221; role. Unlike with software development teams, in healthcare there is likely no one who is coaching the team on Agile practices, such as defining work in iterations. This is where a subject matter lead role, sponsor, or even project manager will need to lead.<\/p>\n\n\n\n<p>The team needs to function at a high level, and thus requires experienced team members with high levels of demonstrated professionalism.<\/p>\n\n\n\n<p>project management<br>organizing and directing other people to achieve a planned result within a predetermined schedule and budget.<\/p>\n\n\n\n<p>oversight committee<br>clients and key managers who review the progress and direct the project<\/p>\n\n\n\n<p>Level of formality or ceremony<br>the rigor of holding formal meetings and producing detailed documentation<\/p>\n\n\n\n<p>Agile Project Management<br>a way of balancing flexibility and chaos: how to be agile and flexible while maintaining control of the project schedule, budget, and deliverables.<\/p>\n\n\n\n<p>agile time frame-difficult to create\/maintain project schedule<\/p>\n\n\n\n<p>cost estimates are difficult to make, especially with a project in which the requirements are expected to change throughout. project manager controls cost<\/p>\n\n\n\n<p>quality management: each iteration has a deliverable. testing spread throughout project, also process evaluations of each iteration<\/p>\n\n\n\n<p>system vision document (SVD)<br>a document to help define the scope of a new system<\/p>\n\n\n\n<p>business benefits<br>the benefits that accrue to the organization; usually measured in dollars (part of SVD)<\/p>\n\n\n\n<p>system capabilities<br>the required capabilities of a new system; part of a System Vision Document (part of SVD)<\/p>\n\n\n\n<p>cost\/benefit analysis<br>process of comparing costs and benefits to see whether investing in a new system will be beneficial<\/p>\n\n\n\n<p>net present value (NPV)<br>the present value of dollar benefits and dollar costs of a particular investment<\/p>\n\n\n\n<p>break-even point<br>the point in time at which dollar benefits offset dollar costs<\/p>\n\n\n\n<p>payback period<br>the time period during which the dollar benefits offset the dollar costs<\/p>\n\n\n\n<p>tangible benefit<br>a benefit that can be measured or estimated in terms of dollars<\/p>\n\n\n\n<p>intangible benefit<br>a benefit that accrues to an organization but that can&#8217;t be measured quantitatively or estimated accurately<\/p>\n\n\n\n<p>project dashboard<br>allows all types of project information to be posted and viewed by Web browsers<\/p>\n\n\n\n<p>project iteration schedule<br>the list of iterations and use cases or user stories assigned to each iteration<\/p>\n\n\n\n<p>detailed work schedule<br>the schedule that lists, organizes, and describes the dependencies of the detailed work tasks<\/p>\n\n\n\n<p>Work Breakdown Structure (WBS)<br>the list or hierarchy of activities and tasks of a project; used to estimate the work to be done and to create a detailed work schedule<\/p>\n\n\n\n<p>Gantt chart<br>a bar chart that portrays the schedule by the length of horizontal bars superimposed on a calendar<\/p>\n\n\n\n<p>critical path<br>a sequence of tasks that can&#8217;t be delayed without causing the entire project to be delayed<\/p>\n\n\n\n<p>retrospective<br>a meeting held by the team at the end of an iteration to determine what was successful and what can be improved<\/p>\n\n\n\n<p>Core Process 1<br>the objective of which is to identify the business need and to get the project initiated. These activities include:<\/p>\n\n\n\n<p>\u25aa Identifying the problem<br>\u25aa Extending the project approval factors<br>\u25aa Performing risk and feasibility analysis<br>\u25aa Reviewing with the client and obtaining approval<\/p>\n\n\n\n<p>Tall Man Lettering<br>mixed case lettering<br>ie NiFEDipine<\/p>\n\n\n\n<p>scope creep<br>occurs when requirements are added after the initial project is defined and those added requirements are substantial enough to affect the project timeline.<\/p>\n\n\n\n<p>Best of Breed implementation of EHR<br>involves reviewing several vendors for their &#8220;best&#8221; module or application, such as an admission, discharge, and transfer (ADT) system or emergency department module. Then multiple modules are purchased from different vendors to create a full suite of functions.<\/p>\n\n\n\n<p>Integrated Health System<br>an electronic health record system that includes a suite of modules to support care. It is typically easier to install and easier to support and usually has a similar-looking user interface across modules, which helps users to learn the EHR more quickly.<\/p>\n\n\n\n<p>Systems Life Cycle SLC<br>Analyze: The existing environment and systems are evaluated. Major problems and deficiencies are identified using informal or formal methods. A needs assessment is developed. Gaps are noted and current capabilities and limitations are outlined. Initial user and system requirements are formulated.<\/p>\n\n\n\n<p>\u2022Plan: The proposed system is planned comprehensively. Planning includes strategic levels, such as whether the system will be developed internally, purchased and tailored, or designed and developed jointly with a vendor.<\/p>\n\n\n\n<p>\u2022Develop or purchase: At this stage either the system is purchased or the new system development begins. New components and programs are obtained and installed. For vendor-supported solutions, extensive tailoring occurs.<\/p>\n\n\n\n<p>\u2022Test: At this stage extensive testing occurs just before Stage 5 and &#8220;go&#8221; or &#8220;no go&#8221; decisions are made about deadlines. Toward the end of this phase, marketing and communication efforts are accelerated to make users aware of the impending change.<\/p>\n\n\n\n<p>\u2022Implement or go-live: The system is implemented using a selected method best suited to the organization and its tolerance for risk. User training is completed.<\/p>\n\n\n\n<p>\u2022Maintain and evolve: Once the system has been formally acknowledged as passing user acceptance testing, typically at 90 or 120 days after go-live, it enters a maintenance phase.<\/p>\n\n\n\n<p>\u2022Evaluate: Activities in each phase are assessed for their quality and effectiveness.<\/p>\n\n\n\n<p>workaround<br>a method used to circumvent a problem without solving it<\/p>\n\n\n\n<p>ADT Testing<br>ADT testing involves testing for every possible type of ADT transaction used in the organization for inpatients, outpatients, serial patients, and preadmits. These transactions include admit; discharge; transfer; cancel admit; cancel discharge; cancel transfer; change beds, rooms, or departments; merge accounts; etc.<\/p>\n\n\n\n<p>Unit Testing and functional testing<br>Unit testing is a very basic type of testing where the tester runs through the basic functionalities and features of an application. It is a high-level cursory walk-through of the application. The goal is to identify deviations from the expectations and to correct these unexpected results. The tester will not test every order or documentation field but will need to test every possible scenario.<\/p>\n\n\n\n<p>integrated testing<br>Integrated testing tests the transmission of messages between all systems such as the healthcare information system, laboratory, radiology, pharmacy, dietary, cardiology, etc. This test includes testing all bidirectional order messages and results going across the interface(s)<\/p>\n\n\n\n<p>ARRA-related Meaningful Use testing<br>With the introduction of Meaningful Use, eligible providers, hospital organizations, and Critical Access Hospitals (CAH) must test their ability to collect required information and demonstrate that they meet Meaningful Use criteria.<\/p>\n\n\n\n<p>big bang go live<br>occurs when all applications or modules are implemented at once. This approach is favored by vendors and facilities conducting large upgrades<\/p>\n\n\n\n<p>phased go live<br>both paper and electronic environments exist at the same time within the healthcare institution; however, the existence of both paper and electronic environments forces the clinician to use different work flows in patient units that have implemented the system than in units that have not, potentially creating safety concerns.<\/p>\n\n\n\n<p>ten key principles relevant to successful clinical systems integration.<br>Comprehensive Services across the Continuum of Care, Patient Focus, Geographic Coverage and Rostering, Standardized Care Delivery through Interprofessional Teams, Performance Management, Information Systems, Organizational Culture and Leadership, Physician Integration, Governance Structure, and Financial Management<\/p>\n\n\n\n<p>point of service (POS)<br>device is a computer or information system that is located where information is required or where the data are collected.<\/p>\n\n\n\n<p>client server<br>is system architecture that splits an application into a front-end client application and a back-end server component as the basis for distributed applications. The term client in this context refers to the computer.<\/p>\n\n\n\n<p>system architecture<br>ensures efficient and effective access to data by enabling rapid screen flips or field filling, consistent and timely network communication, and decreased downtime.<\/p>\n\n\n\n<p>interface<br>or an exchange of information between systems<\/p>\n\n\n\n<p>core vendor system<br>primary vendor supplying the information system that serves as the basis for any other systems that are integrated within an organization. This vendor provides the backbone architecture for the HIS. Other applications are either purchased from the core vendor or able to interface\/integrate with the core vendor.<\/p>\n\n\n\n<p>data integration<br>accomplished by interfacing a number of information systems<\/p>\n\n\n\n<p>clinical data repository<br>the single database captures information from numerous systems and aggregates the data over time for single use<\/p>\n\n\n\n<p>clinical data repository (CDR)<br>is the storage component for all instance data of patient clinical records<\/p>\n\n\n\n<p>central versus distributed storage<\/p>\n\n\n\n<p>encounter-based versus longitudinal-based storage<\/p>\n\n\n\n<p>central storage model<br>a single repository is used to store all (or most) clinical data and is used as the primary source for reviewing data.<\/p>\n\n\n\n<p>improves the ability of a single application to display data from multiple original sources and locations and provides the capability to perform clinical decision support (CDS) more efficiently across multiple data types<\/p>\n\n\n\n<p>usually requires that data collected from secondary systems be transformed (mapped) to a common storage model and terminology before being stored in the repository.<\/p>\n\n\n\n<p>distributed storage model<br>each data collection application stores its information in its own repository and data are federated through a real-time data access methodology<\/p>\n\n\n\n<p>results review application may have to access separate repositories for lab, microbiology, radiology, etc., in order to provide a composite view of information.<\/p>\n\n\n\n<p>provides some reliability to the EHR because, for example, if one repository goes down, the user may still be able to access information from the other repositories. It also allows the most efficient storage and access for particular data types and lessens the complexity of having to map data from one system to another.<\/p>\n\n\n\n<p>disadvantages: can limit performance, many single points of failure, makes integrated tasks such as CDS much more difficult.<\/p>\n\n\n\n<p>Encounter-based (or episodic) storage<br>older, hospital based EHRs<\/p>\n\n\n\n<p>data are collected according to the current patient encounter and then are usually purged or archived from the repository when the patient is discharged<\/p>\n\n\n\n<p>very efficient in terms of system performance for supporting the current encounter because the data in the repository are always the most current and reflect only what has been collected as relevant to the present circumstances<\/p>\n\n\n\n<p>longitudinal-based repository<br>stores data across all encounters.<\/p>\n\n\n\n<p>&#8220;cradle to grave&#8221; or &#8220;womb to tomb&#8221; repository because data may extend over the entire lifespan of an individual.<\/p>\n\n\n\n<p>disadvantage is that a patient&#8217;s record (and therefore the entire repository) can grow tremendously large with data that become less relevant over time.<\/p>\n\n\n\n<p>master person index (MPI)<br>the repository for the information used to uniquely identify each person, patient, or customer of a healthcare enterprise.<\/p>\n\n\n\n<p>&#8220;golden record&#8221;<\/p>\n\n\n\n<p>rich client (also called a fat, heavy, or thick client)<br>a client-server architecture or network that provides rich functionality independent of the central server.<\/p>\n\n\n\n<p>In contrast, a thin client refers to a client-server architecture that is heavily dependent on a server&#8217;s applications.<\/p>\n\n\n\n<p>clinical applications<br>can be divided into four broad areas of functionality: review and reporting, data collection, patient management, and clinician productivity.<\/p>\n\n\n\n<p>review application<br>typically focused on one area of clinical data (e.g., a lab results review application, a vital signs review module)<\/p>\n\n\n\n<p>doesn&#8217;t necessarily allow for data entry<\/p>\n\n\n\n<p>reporting application<br>often has a broad range of clinical data that displays to the user (e.g., a 24-hour rounds report that combines lab, vitals, medications, intake and output (I\/O), invasive line status, assessments, and plan in one view).<\/p>\n\n\n\n<p>doesn&#8217;t necessarily allow for data entry<\/p>\n\n\n\n<p>data dictionary<br>contains the medical vocabulary terms used to store data within the repository.<\/p>\n\n\n\n<p>particularly useful in the EHR because it is the central source for defining all terms and their corresponding codes used by the EHR.<\/p>\n\n\n\n<p>Instead of hard-coding these terms and codes within applications, the data dictionary allows more flexibility at application runtime to access new and updated terms as they become available over the lifetime of the EHR.<\/p>\n\n\n\n<p>domains and subdomains<\/p>\n\n\n\n<p>knowledge base (knowledge repository)<br>a component within the EHR that stores and organizes a healthcare enterprise&#8217;s information and knowledge used by the enterprise for clinical operations<\/p>\n\n\n\n<p>usually organized by attaching metadata to content items, allowing categorization of the knowledge content based on contextual need.<\/p>\n\n\n\n<p>allows an EHR to become a &#8220;content-driven&#8221; system as opposed to a system whose knowledge is hard-coded in software programs.<\/p>\n\n\n\n<p>metadata<br>(information describing the content)<\/p>\n\n\n\n<p>metadata model<br>detailed data format description<\/p>\n\n\n\n<p>interface engine (IE)<br>allows each network data source to have one outbound interface that can then be connected to any receiving system on the network. The IE is able to queue the messages from a data source, transform the messages to the proper format for the receiving systems, and then transmit the messages to appropriate systems.<\/p>\n\n\n\n<p>application service provider (ASP)<br>a company that hosts an EHR or departmental system solution for a healthcare enterprise and provides access to the application via a secure network<\/p>\n\n\n\n<p>formative evaluation<br>an assessment of how well the program is being implemented and to describe the experience of participants.<\/p>\n\n\n\n<p>Topics for formative evaluation include the fidelity of the intervention, the quality of implementation, the characteristics of the organizational context, and the types of personnel. Needs assessments and feasibility analyses are included in this general category.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What is the nature and scope of the problem that is being addressed by health IT?<\/li>\n\n\n\n<li>What is the extent and seriousness of the need?<\/li>\n\n\n\n<li>How well is the technology working and what is the best way to deliver it?<\/li>\n\n\n\n<li>How are participants (and users) experiencing the program?<\/li>\n\n\n\n<li>How did the intervention change after implementation?<\/li>\n<\/ul>\n\n\n\n<p>summative evaluation<br>an assessment of the outcomes and impact of the program.<\/p>\n\n\n\n<p>Cost-effectiveness and adverse events analyses are included in this category.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>To what degree were the outcomes affected by the product?<\/li>\n\n\n\n<li>What is the cost effectiveness of the product?<\/li>\n\n\n\n<li>What were the unintended consequences of the product?<\/li>\n<\/ul>\n\n\n\n<p>Social Science Theories<br>relevant to both the design of interventions and products and the structure of the evaluation<\/p>\n\n\n\n<p>include social cognitive theories, diffusion of innovation theory, cognitive engineering theories, and information theories.<\/p>\n\n\n\n<p>Social Cognitive Theories<br>These theories predict intentions and behavior as a function of beliefs about the value of an outcome, the likelihood that the outcome will occur given the behavior, and the expectations of others and self-efficacy beliefs about the personal ability to engage in the activity.<\/p>\n\n\n\n<p>predict intentions and behavior across a wide variety of settings.<\/p>\n\n\n\n<p>diffusion of innovation theories<br>diffusion is the process by which an innovation is communicated through certain channels over time among the members of a social system organization<\/p>\n\n\n\n<p>Cognitive Engineering Theories<br>naturalistic decision making (NDM), control theory, and situation awareness (SA).<\/p>\n\n\n\n<p>these theories focus more on the interaction between the context and the individual and are more likely to predict decision making, perception, and other cognitive variables.<\/p>\n\n\n\n<p>NDM is a broad and inclusive paradigm. SA is narrower and is particularly useful in supporting design.<\/p>\n\n\n\n<p>Program theory evaluation<br>recommended practice for all program evaluation and an important approach regardless of whether the program is the implementation of a new documentation system or an institution-wide information system<\/p>\n\n\n\n<p>CDCs six steps:<br>1.Engage stakeholders to ensure that all partners have contributed to the goals of the program and the metrics to measure its success.<br>2.Describe the program systematically to identify goals, objectives, activities, resources, and context. This description process involves all stakeholders.<br>3.Focus the evaluation design to assess usefulness, feasibility, ethics, and accuracy.<br>4.Gather credible evidence by collecting data, conducting interviews, and measuring outcomes using a good research design.<br>5.Justify conclusions using comparisons against standards, statistical evidence, or expert review.<br>6.Ensure use and share lessons learned by planning and implementing dissemination activities.<\/p>\n\n\n\n<p>logic model<br>a systematic and visual way to present and share your understanding of the relationship among the resources you have to operate your program, the activities you plan, and the changes or results you hope to achieve. The most basic logic model is a picture of how you believe your program will work.<\/p>\n\n\n\n<p>Workflow<br>&#8220;a modular sequence of tasks, with a distinct beginning and end, performed for the specific purpose of delivering clinical<br>care&#8221;<\/p>\n\n\n\n<p>Workflows are<br>specified at up to four levels of detail: 1) clinical workflow, 2) phase, 3) task &amp; action, and 4) sub<br>-action.<\/p>\n\n\n\n<p>patient-centric workflows<br>occur when the patient is onsite and interacts with<br>the staff and clinicians. Patient centric workflows begin when the patient enters the office or ward and ends when the patient leaves or is discharged.<\/p>\n\n\n\n<p>message&#8211;centric workflows<br>include care activities that<br>occur when the patient is not present; they typically begin with a message, may continue over an extended period of time, and end when the message is considered handled.<\/p>\n\n\n\n<p>population management workflows<br>focus on prevention and care management activities that involve proactive review and<br>outreach to a defined population<br>or to individuals within that population.<\/p>\n\n\n\n<p>phase<br>Phase: corresponds to the physical location of the<br>patient; used only if the patient changes<br>location during a workflow<\/p>\n\n\n\n<p>task &amp; action<br>A task is an activity that is relatively short and constitutes a discrete step in the care<br>process. For example, &#8216;measure and record vital signs&#8217; is considered a task.<br>\u2022<br>In this taxonomy, action<br>s are used to relate tasks to a more general typology of clinical activities.<br>For example, &#8216;document&#8217; is the action associated with &#8216;measure and record<br>vital signs&#8217;. Actions were based on the information available in the National Quality<br>Forum&#8217;s &#8220;Health IT Assessment Framework for Measurement: A Consensus<\/p>\n\n\n\n<p>sub-action<br>specific activities that constitute or comprise an action. Continuing the example<br>above, &#8216;Document weight&#8217; is a sub<br>-action of &#8216;measure &amp; record vital signs&#8217;. The NQF Framework for Measurement was also used to inform the subactions<\/p>\n\n\n\n<p>CDS repositories<br>create tags based on the taxonomy to enable workflow-related organization and searches<\/p>\n\n\n\n<p>CDS designers<br>use the taxonomy to identify points in the workflow when CDS can be used and create a CDS tool to fit that context<\/p>\n\n\n\n<p>CDS implementors<br>refer to the taxonomies when developing maps of the workflows and can use the terms to improve communication with their CDS vendor<\/p>\n\n\n\n<p>Bayesian knowledge base<br>A knowledge base built using decision trees and a branch of statistical inference that permits the use of prior knowledge in assessing the probability of an event in the presence of new data. For example, if a patient has a fever and increased white blood cells, the Bayesian knowledge base provides the probability that the patient has an infection versus another disorder that also creates an inflammatory process.<\/p>\n\n\n\n<p>unfinished<br>*<\/p>\n\n\n\n<p>database<br>a structured collection of individual data elements.<\/p>\n\n\n\n<p>database management system (DBMS)<br>a software program that is used to manage, organize, and retrieve data and information from a database<\/p>\n\n\n\n<p>database model<br>model that is used to structure the data in a database<\/p>\n\n\n\n<p>ie- relational database model (microsoft office)<\/p>\n\n\n\n<p>Hierarchical Databases<br>contain many levels.<\/p>\n\n\n\n<p>conceptualized as a family tree wherein each child has one parent. The root is the head of the family. The branches, or second level, are the children who are descended from the root. The third level, the grandchildren, are descended from the second-level parents. Communication among the descendants occurs by passing information up or down to the common parent or child until the desired level is reached.<\/p>\n\n\n\n<p>older mainframe DBMS<\/p>\n\n\n\n<p>works well for data sets with one-to-many relationships<\/p>\n\n\n\n<p>requires professional programmers for maintenance<\/p>\n\n\n\n<p>network databases<br>designed to solve the redundancy problem that occurs with the hierarchical model<\/p>\n\n\n\n<p>Although this model is very similar to the hierarchical model, children are permitted to have more than one parent. The records are linked together by pointers that use a key piece of data (e.g., a patient medical record number).<\/p>\n\n\n\n<p>requires professional programmers for maintenance<\/p>\n\n\n\n<p>relational database<br>The basic structure in this model is a table. The database consists of several tables. A unique field within the tables is used to combine or join the tables. In contrast to users of hierarchical and network databases, users of relational databases need to know only the name of a table in order to locate data<\/p>\n\n\n\n<p>object oriented database management system<br>in a relational DBMS there is a separation between the data storage and the manipulation methods. This separation of data and methods for manipulating those data add to the complexity of the database. This is especially true with large databases<\/p>\n\n\n\n<p>Right clicking on a selected object yields a menu of options that can be applied to the selected object. The same principles apply to data in an object-oriented DBMS.<\/p>\n\n\n\n<p>reduces the amount of programming needed<\/p>\n\n\n\n<p>anatomy of a database<br>consists of fields, records, and tables<\/p>\n\n\n\n<p>Tables are the basic building blocks of a relational database.<\/p>\n\n\n\n<p>fields<br>a vertical column in a database. It contains data that represent the same characteristic, or entity, for all of the records.<\/p>\n\n\n\n<p>For example, a column labeled &#8220;First Name&#8221; would include the first name of each individual.<\/p>\n\n\n\n<p>atomic level data<\/p>\n\n\n\n<p>records<br>horizontal rows are called records. A record contains the different pieces of data belonging to a given entity. In this table the entity is a person, and the fields contain his or her name and mailing address. Thus a record is made up of fields, with each field containing data pertaining to the entity that the record represents.<\/p>\n\n\n\n<p>tables<br>consists of all of the records.<\/p>\n\n\n\n<p>Structuring the data in fields and records in a table makes it possible to manipulate and\/or select records or fields based on specific data elements in the fields.<\/p>\n\n\n\n<p>atomic level data<br>or the smallest recognizable entity necessary to obtain meaning.<\/p>\n\n\n\n<p>To keep data at the atomic level, three fields are used to collect a name\u2014first name, middle initial, and last name<\/p>\n\n\n\n<p>The address is divided into the street address, city, state, and zip code. Keeping data at this lowest level provides flexibility in data use.<\/p>\n\n\n\n<p>querying<br>The process of selecting desired records is called querying, and the feature that permits this is a query.<\/p>\n\n\n\n<p>form<br>A view of the data in a table that, although derived from the data in a table or tables, can be structured to present specified fields, calculated data based on data in a table, or fields from many tables. The form demonstrates the structure that will be used to format a report. It is this ability that makes possible the data entry concept of &#8220;entry once, use many times&#8221;<\/p>\n\n\n\n<p>report<br>A view of the data in a printed table. The data can be structured in any way that is useful to the viewer. Among possibilities, data can come from multiple tables, be grouped by criteria, or be calculated. Because reports are organized to be meaningful for the viewer, they can also be defined as the display of information<\/p>\n\n\n\n<p>algorithm<br>set of rules to follow that are inclusive of all cases.<\/p>\n\n\n\n<p>wildcard<br>Symbols that are used to represent the characters in the truncation process. In many systems the use of an asterisk (*) denotes any number of and any kind of character, and a question mark (?) denotes one character<\/p>\n\n\n\n<p>relational databases<br>consist of four main objects: table, query, form, and report. The table, with the data organized into fields (vertical columns) and records (horizontal lines), is the heart of any database. A table is where one starts when physically constructing a database. Without it, none of the other objects can be created.<\/p>\n\n\n\n<p>flat database<br>A database consisting of a single table<\/p>\n\n\n\n<p>Steps in Planning a Database<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>List questions to be asked.<\/li>\n\n\n\n<li>Determine fields needed to provide the answers and list them.<\/li>\n\n\n\n<li>Study the fields to see what topics they represent.<\/li>\n\n\n\n<li>Allocate the fields to tables based on the topic.<\/li>\n\n\n\n<li>Identify primary key fields.<\/li>\n\n\n\n<li>Determine the relationships between the tables.<\/li>\n\n\n\n<li>Add foreign key fields where needed.<\/li>\n\n\n\n<li>Designate the types of fields and allocate space for fields that will contain text.<\/li>\n\n\n\n<li>Designate terminology for any look-up fields.<\/li>\n<\/ol>\n\n\n\n<p>a.Confer with users.<br>b.Write a description of the terms.<br>c.Get agreement from users for definitions and terms.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"10\">\n<li>Plan the queries needed and ascertain if the structure supports the queries. Replan where necessary.<\/li>\n\n\n\n<li>Plan the forms for data entry and ascertain if the structure supports the forms.<\/li>\n<\/ol>\n\n\n\n<p>a.Add notes for constructing the form.<br>b.Make a sketch of the proposed form.<br>c.Confer with those will enter the data.<br>d.Replan where necessary.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"12\">\n<li>Plan the reports and ascertain if the structure supports the forms.<\/li>\n<\/ol>\n\n\n\n<p>a.Add notes for constructing the report.<br>b.Make a sketch of the reports.<br>c.Confer with those who will enter the data.<br>d.Replan where necessary.<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"13\">\n<li>Design views for the data\u2014both screen (forms) and paper (reports)\u2014and ascertain if the structure supports the queries. Replan where necessary.<\/li>\n\n\n\n<li>Study the entire plan to be certain that it is valid<\/li>\n<\/ol>\n\n\n\n<p>Open System (Systems Theory)<br>Open systems take input (information, matter, and energy) from the environment, process the input, and then return output to the environment. The output then becomes feedback to the system. Open systems are sometimes referred to as closed. This reference does not mean that the system is truly a closed system but rather that the boundaries are less permeable and as a result input is limited.<\/p>\n\n\n\n<p>Dynamic homeostasis<br>refers to the processes used by a system to maintain a steady state or balance. Feedback loop-goal of maintaining a steady state can affect how clinical settings respond when changes are made or a new system is implemented.<\/p>\n\n\n\n<p>Equifinality<br>is the tendency of open systems to reach a characteristic final state from different initial conditions and in different ways. Example: two different clinics with different charting systems adopt a new system, and end up with the same result.<\/p>\n\n\n\n<p>Entropy<br>is the tendency of all systems to break down into their simplest parts. As it breaks down the system becomes increasingly disorganized or random.<\/p>\n\n\n\n<p>In data transmission, entropy measures the loss of information when a signal is transmitted.<\/p>\n\n\n\n<p>All systems eventually must be replaced.<\/p>\n\n\n\n<p>Negentropy<br>is the opposite of entropy. This is the tendency of living systems to grow and become more complex.<\/p>\n\n\n\n<p>Reverberation<br>is reflected in the intended and unintended consequences of system change. Chaos theory was developed in the 50s to explain the phenomena of unintended consequences.<\/p>\n\n\n\n<p>dynamic systems<br>chaotic systems. While chaotic systems vary in their state of stability, they are in a constant state of change. The change is nonlinear. In a nonlinear system the output of the system is not proportional to the input.<\/p>\n\n\n\n<p>reiterative feedback loop<br>major impact on how imput affects output. A minor change in input can cause a major change in output (butterfly effect).<\/p>\n\n\n\n<p>fractal-type patterns<br>while the output or behavior of a chaotic system will appear unstable, aperiodic, and even random, these systems are deterministic. Their output is determined by the initial input, reiterative feedback loops, and the dynamic changes that occur over time. Out of chaos comes order: snowflake<\/p>\n\n\n\n<p>chaos theory<br>Both chaos and complexity theory involve the study of dynamic nonlinear systems that change with time and demonstrate complex relationships between inputs and outputs due to reiterative feedback loops. &#8220;The quantitative study of these systems is chaos theory. Complexity theory is the qualitative aspect drawing upon insights and metaphors that are derived from chaos theory.&#8221;<\/p>\n\n\n\n<p>complexity theory<br>Both chaos and complexity theory involve the study of dynamic nonlinear systems that change with time and demonstrate complex relationships between inputs and outputs due to reiterative feedback loops. &#8220;The quantitative study of these systems is chaos theory. Complexity theory is the qualitative aspect drawing upon insights and metaphors that are derived from chaos theory.&#8221; (complexity theory=pseudoscience ?)<\/p>\n\n\n\n<p>information theory<br>refers to more than one theory, such as Shannon-Weaver information-communication model and the Nelson data-information-knowledge-wisdom model<\/p>\n\n\n\n<p>Shannon Weaver information communication model<br>The sender is the originator of the message or the information source.<\/p>\n\n\n\n<p>The transmitter is the encoder that converts the content of the message to a code. The code can be letters, words, music, symbols, or a computer code.<\/p>\n\n\n\n<p>The telephone or cable line is the channel, or the medium used to carry the message. Each channel has its own physical limitations in terms of the size of the message that can be carried. Noise is anything that is not part of the message but that occupies space on the channel and is transmitted with the message.<\/p>\n\n\n\n<p>The decoder converts the message to a format that can be understood by the receiver.<\/p>\n\n\n\n<p>Blum Model<br>In his analysis he identified three types of healthcare computing applications. Blum grouped applications according to the objects they processed. The three types of objects he identified are data, information, and knowledge.<\/p>\n\n\n\n<p>Blum defined data as uninterpreted elements such as a person&#8217;s name, weight, or age.<\/p>\n\n\n\n<p>Information was defined as a collection of data that have been processed and then displayed as information such as weight over time.<\/p>\n\n\n\n<p>Knowledge results when data and information are identified and the relationships between the data and information are formalized. A knowledge base is more than the sum of the data and information pieces in that knowledge base. A knowledge base includes the interrelationships between the data and information within the knowledge base.<\/p>\n\n\n\n<p>Graves Model<br>used Blum&#8217;s concepts and added Barbara A. Carper&#8217;s four types of knowledge: empirical, ethical, personal, and aesthetic. Each of these represents a way of knowing and a structure for organizing knowledge.<\/p>\n\n\n\n<p>&#8220;The Study of Nursing Informatics,&#8221; by Graves and Corcoran<br>This article is considered the foundation for most definitions of nursing informatics.<\/p>\n\n\n\n<p>Nelson Model<br>Nelson extended the Blum and Graves and Corcoran data-to-knowledge continuum by including wisdom.<\/p>\n\n\n\n<p>data, information, knowledge, wisdom<\/p>\n\n\n\n<p>computerized decision making,<br>healthcare applications<br>decision support<br>electronic expert system<\/p>\n\n\n\n<p>Learning theory<br>attempts to determine how people learn and to identify the factors that influence that process.<\/p>\n\n\n\n<p>Learning theories that are included under the heading of information processing theories divide learning into four steps, as follows: 1.How the learner takes input into the system 2.How that input is processed and constructed 3.What type of learned behaviors are exhibited as output 4.How feedback to the system is used to change or correct behavior<\/p>\n\n\n\n<p>change theory<br>is the study of change in individuals or social systems such as organizations.<\/p>\n\n\n\n<p>2 perspectives<br>Kurt Lewin&#8217;s theory, which focuses on how a change agent can guide the change process. This is referred to as planned change. The second perspective focuses on the process by which people and social systems make changes<\/p>\n\n\n\n<p>Kurt Lewin<br>father of change theory<\/p>\n\n\n\n<p>His theory of planned change divides change into three stages: unfreezing, moving, and refreezing.<\/p>\n\n\n\n<p>Diffusion of innovation<br>Everrett Rogers<br>is the process by which an innovation is communicated through certain channels over time among members of a social system. Innovations may be either accepted or rejected.<\/p>\n\n\n\n<p>5 groups of individuals in an organization<br>innovators, early adopters, early majority, late majority, and laggards<\/p>\n\n\n\n<p>five internal organizational characteristics<br>Centralization<br>Complexity<br>Formalization<br>Interconnectedness<br>Organizational slack<\/p>\n\n\n\n<p>1) Centralization<br>Organizations that are highly centralized with power concentrated in the hands of a few individuals tend to be less accepting of new ideas and therefore less innovative.<\/p>\n\n\n\n<p>2) Complexity<br>Organizations in which many of the individuals have a high level of knowledge and expertise tend to be more accepting of innovation. However, these types of organizations can have difficulty reaching a consensus on approaches to implementation.<\/p>\n\n\n\n<p>3) Formalization<br>Organizations that place a great deal of emphasis on rules and procedures tend to inhibit new ideas and innovation. However, once a decision has been made to move ahead this tendency toward rules and procedures does make it easier to implement an innovation.<\/p>\n\n\n\n<p>4) Interconnectedness<br>Organizations in which there are strong interpersonal networks linking the individuals within the organization are better prepared to communicate and share innovation. This can be seen, for example, in organizations in which Web 2.0 tools are an integral part of organizational communication. \u2022<\/p>\n\n\n\n<p>5) Organizational Slack<br>Organizations with uncommitted resources are better prepared to manage innovation. These resources may be people and\/or money. With the current emphasis on cost control, healthcare institutions have less and less organizational slack.<\/p>\n\n\n\n<p>Systems Life Cycle Model (SLC) (SLCM) or systems development life cycle model (SDLCM)<br>This model is used in project management to describe stages or phases of an informatics project and it guides system implementation from initial feasibility through a more completed stage of maintenance and evaluation of the products.<\/p>\n\n\n\n<p>entire life cycle can last many years, average life cycle is a decade<\/p>\n\n\n\n<p>SLC Stages<br>Feasibility and analysis, planning, develop or purchase, implementation, maintenance and evaluation<\/p>\n\n\n\n<p>1) Feasibility and analysis (SLC)<br>The existing environment and systems are evaluated. A readiness assessment may be conducted. User needs and information system deficiencies are identified using informal or formal methods. New system requirements are defined. Deficiencies in the existing system are addressed with specific proposals for improvement.<\/p>\n\n\n\n<p>2) Planning (SLC)<br>The proposed system is planned and designed. Planning includes extensive work in myriad topics: physical construction, hardware, operating systems, programming, communications, implementation support, evaluation, and security issues. A workflow analysis and process reengineering may be completed as a basis for determining the scope of system functions and the flow of information and activities within care processes.<\/p>\n\n\n\n<p>3) Develop or Purchase (SLC)<br>The new system is developed or purchased. New components and programs are obtained and installed. For vendor-supported solutions, extensive tailoring occurs. Users are trained in its use and all aspects are tested. Ideally, adjustments are made at this stage to correct gaps in the scope of system functions or work processes.<\/p>\n\n\n\n<p>4) Implementation (SLC)<br>The new system is developed or purchased. New components and programs are obtained and installed. For vendor-supported solutions, extensive tailoring occurs. Users are trained in its use and all aspects are tested. Ideally, adjustments are made at this stage to correct gaps in the scope of system functions or work processes.<\/p>\n\n\n\n<p>5) Maintenance and Evaluation<br>Once the new system is up and running, it should be evaluated exhaustively. A maintenance phase begins to focus on maintaining system integrity, upgrades, and correcting issues that arise. Evaluation occurs at the end of the cycle.<\/p>\n\n\n\n<p>Staggers and Nelson Systems Life Cycle Model (SLCM)<br>depicts the cycle as a spiral. incorporates revious work from Thompson, Synder-Halpern, and Staggers.<\/p>\n\n\n\n<p>Steps: Analyze, Plan, Develop or Purchase, Test, Implement or Go-Live, Maintain and Evolve, Evaluate, Return to Analyze<\/p>\n\n\n\n<p>model<br>The visual representation that illustrates what is occurring and how one understands the intervention to solve a problem is called<\/p>\n\n\n\n<p>Chaos Theory, Systems Theory<br>two major theories that help us analyze and explain the occurrences or instances of certain phenomena with health informatics<\/p>\n\n\n\n<p>project management<br>organizing and directing other people to achieve a planned result within a predetermined schedule and budget.<\/p>\n\n\n\n<p>oversight committee<br>clients and key managers who review the progress and direct the project<\/p>\n\n\n\n<p>Level of formality or ceremony<br>the rigor of holding formal meetings and producing detailed documentation<\/p>\n\n\n\n<p>Agile Project Management<br>a way of balancing flexibility and chaos: how to be agile and flexible while maintaining control of the project schedule, budget, and deliverables.<\/p>\n\n\n\n<p>agile time frame-difficult to create\/maintain project schedule<\/p>\n\n\n\n<p>cost estimates are difficult to make, especially with a project in which the requirements are expected to change throughout. project manager controls cost<\/p>\n\n\n\n<p>quality management: each iteration has a deliverable. testing spread throughout project, also process evaluations of each iteration<\/p>\n\n\n\n<p>system vision document (SVD)<br>a document to help define the scope of a new system<\/p>\n\n\n\n<p>business benefits<br>the benefits that accrue to the organization; usually measured in dollars (part of SVD)<\/p>\n\n\n\n<p>system capabilities<br>the required capabilities of a new system; part of a System Vision Document (part of SVD)<\/p>\n\n\n\n<p>cost\/benefit analysis<br>process of comparing costs and benefits to see whether investing in a new system will be beneficial<\/p>\n\n\n\n<p>net present value (NPV)<br>the present value of dollar benefits and dollar costs of a particular investment<\/p>\n\n\n\n<p>break-even point<br>the point in time at which dollar benefits offset dollar costs<\/p>\n\n\n\n<p>payback period<br>the time period during which the dollar benefits offset the dollar costs<\/p>\n\n\n\n<p>tangible benefit<br>a benefit that can be measured or estimated in terms of dollars<\/p>\n\n\n\n<p>intangible benefit<br>a benefit that accrues to an organization but that can&#8217;t be measured quantitatively or estimated accurately<\/p>\n\n\n\n<p>project dashboard<br>allows all types of project information to be posted and viewed by Web browsers<\/p>\n\n\n\n<p>project iteration schedule<br>the list of iterations and use cases or user stories assigned to each iteration<\/p>\n\n\n\n<p>detailed work schedule<br>the schedule that lists, organizes, and describes the dependencies of the detailed work tasks<\/p>\n\n\n\n<p>Work Breakdown Structure (WBS)<br>the list or hierarchy of activities and tasks of a project; used to estimate the work to be done and to create a detailed work schedule<\/p>\n\n\n\n<p>Gantt chart<br>a bar chart that portrays the schedule by the length of horizontal bars superimposed on a calendar<\/p>\n\n\n\n<p>critical path<br>a sequence of tasks that can&#8217;t be delayed without causing the entire project to be delayed<\/p>\n\n\n\n<p>retrospective<br>a meeting held by the team at the end of an iteration to determine what was successful and what can be improved<\/p>\n\n\n\n<p>Core Process 1<br>the objective of which is to identify the business need and to get the project initiated. These activities include:<\/p>\n\n\n\n<p>\u25aa Identifying the problem<br>\u25aa Extending the project approval factors<br>\u25aa Performing risk and feasibility analysis<br>\u25aa Reviewing with the client and obtaining approval<\/p>\n\n\n\n<p>Tall Man Lettering<br>mixed case lettering<br>ie NiFEDipine<\/p>\n\n\n\n<p>scope creep<br>occurs when requirements are added after the initial project is defined and those added requirements are substantial enough to affect the project timeline.<\/p>\n\n\n\n<p>Best of Breed implementation of EHR<br>involves reviewing several vendors for their &#8220;best&#8221; module or application, such as an admission, discharge, and transfer (ADT) system or emergency department module. Then multiple modules are purchased from different vendors to create a full suite of functions.<\/p>\n\n\n\n<p>Integrated Health System<br>an electronic health record system that includes a suite of modules to support care. It is typically easier to install and easier to support and usually has a similar-looking user interface across modules, which helps users to learn the EHR more quickly.<\/p>\n\n\n\n<p>Systems Life Cycle SLC<br>Analyze: The existing environment and systems are evaluated. Major problems and deficiencies are identified using informal or formal methods. A needs assessment is developed. Gaps are noted and current capabilities and limitations are outlined. Initial user and system requirements are formulated.<\/p>\n\n\n\n<p>\u2022Plan: The proposed system is planned comprehensively. Planning includes strategic levels, such as whether the system will be developed internally, purchased and tailored, or designed and developed jointly with a vendor.<\/p>\n\n\n\n<p>\u2022Develop or purchase: At this stage either the system is purchased or the new system development begins. New components and programs are obtained and installed. For vendor-supported solutions, extensive tailoring occurs.<\/p>\n\n\n\n<p>\u2022Test: At this stage extensive testing occurs just before Stage 5 and &#8220;go&#8221; or &#8220;no go&#8221; decisions are made about deadlines. Toward the end of this phase, marketing and communication efforts are accelerated to make users aware of the impending change.<\/p>\n\n\n\n<p>\u2022Implement or go-live: The system is implemented using a selected method best suited to the organization and its tolerance for risk. User training is completed.<\/p>\n\n\n\n<p>\u2022Maintain and evolve: Once the system has been formally acknowledged as passing user acceptance testing, typically at 90 or 120 days after go-live, it enters a maintenance phase.<\/p>\n\n\n\n<p>\u2022Evaluate: Activities in each phase are assessed for their quality and effectiveness.<\/p>\n\n\n\n<p>workaround<br>a method used to circumvent a problem without solving it<\/p>\n\n\n\n<p>ADT Testing<br>ADT testing involves testing for every possible type of ADT transaction used in the organization for inpatients, outpatients, serial patients, and preadmits. These transactions include admit; discharge; transfer; cancel admit; cancel discharge; cancel transfer; change beds, rooms, or departments; merge accounts; etc.<\/p>\n\n\n\n<p>Unit Testing and functional testing<br>Unit testing is a very basic type of testing where the tester runs through the basic functionalities and features of an application. It is a high-level cursory walk-through of the application. The goal is to identify deviations from the expectations and to correct these unexpected results. The tester will not test every order or documentation field but will need to test every possible scenario.<\/p>\n\n\n\n<p>integrated testing<br>Integrated testing tests the transmission of messages between all systems such as the healthcare information system, laboratory, radiology, pharmacy, dietary, cardiology, etc. This test includes testing all bidirectional order messages and results going across the interface(s)<\/p>\n\n\n\n<p>ARRA-related Meaningful Use testing<br>With the introduction of Meaningful Use, eligible providers, hospital organizations, and Critical Access Hospitals (CAH) must test their ability to collect required information and demonstrate that they meet Meaningful Use criteria.<\/p>\n\n\n\n<p>big bang go live<br>occurs when all applications or modules are implemented at once. This approach is favored by vendors and facilities conducting large upgrades<\/p>\n\n\n\n<p>phased go live<br>both paper and electronic environments exist at the same time within the healthcare institution; however, the existence of both paper and electronic environments forces the clinician to use different work flows in patient units that have implemented the system than in units that have not, potentially creating safety concerns.<\/p>\n\n\n\n<p>ten key principles relevant to successful clinical systems integration.<br>Comprehensive Services across the Continuum of Care, Patient Focus, Geographic Coverage and Rostering, Standardized Care Delivery through Interprofessional Teams, Performance Management, Information Systems, Organizational Culture and Leadership, Physician Integration, Governance Structure, and Financial Management<\/p>\n","protected":false},"excerpt":{"rendered":"<p>goal of EBPis improvement of systems and microsystems within healthcare, with these improvements based on science STEEEP principlesThe Institute of Medicine (IOM) expert panel issued recommendations for urgent action to redesign healthcare so that it is safe, timely, effective, efficient, equitable, and patient-centered (S) in STEEEPSafe-Avoid injuries to patients from the care that is intended 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