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Need Nursing Expert to Complete HW (WALDEN)
Need Nursing Expert to Complete HW (WALDEN) ON Need Nursing Expert to Complete
HW (WALDEN)Discussion WK4 NURS 8210HIT Projects and Decision MakersA nurse leader
sought to implement greater security in the children’s wing of the hospital by installing a
new alarm and monitoring system. Due to budget constraints, the CNO rejected the
proposal, stating that current security methods were sufficient. Shortly after this failed
proposal, an individual did in fact breach the children’s wing security and abducted a young
child. Thankfully, the child was found and returned to her parents; and the CNO quickly
found the money to install the new security system. Need Nursing Expert to Complete HW
(WALDEN)Not all HIT projects have such high-profile stakes. The main takeaway from this
example is the importance of getting key stakeholders and decision makers on board when
planning a new HIT project.To prepare:Bring to mind a HIT project implemented in your
organization. Which leaders identified the project? Which stakeholders and decision makers
helped moved the project forward?Consider methods that were used to garner the of
stakeholders and decision makers to move the project forward.By Day 3 post a cohesive
response that addresses the following:Describe an example of a HIT project implemented at
your organization and analyze how that project was identified and moved forward.Evaluate
the impact of key decision makers on moving the HIT project
forwardassigned_article1_wk4_nurs8210.pdfransomware_in_hospitals_what_.pdfassigned_a
rticle3_wk4_nurs8210.pdfnurs_8210_wk4.docassigned_article2_wkUnformatted
Attachment PreviewEditorial © Schattauer 2011 The Role of Modeling in Clinical
Information System Development Life Cycle M. Peleg Department of Information Systems,
University of Haifa, Haifa, Israel A model is an abstraction of some “thing” (e.g., object,
system, process, phenomenon) in our world that we create in order to understand it better.
Models can be physical (e.g., an architectural model of a building, a prototype of a user
interface), mathematical (e.g., a model for predicting the weather, for estimating population
growth), or conceptual (e.g., a clinical algorithm, the logical relationships between data
items in an electronic medical record (EMR)). Models can be used to describe an existing
complex real-world object or phenomenon, or they can be used as a vehicle to design a man-
made object or system. While conceptual models can also be specified in narrative, in this
discussion we address conceptual models that have a symbolic representation with a
diagrammatic notation. Thus, conceptual models specify objects or processes, their
properties, and their relationships. A conceptual model of a proposed process or system has
several important benefits, two of which are of great importance. First, the process of
creating a conceptual model of a system helps its designer to study the problem domain
better, to understand the system’s components and their relationships, the system’s desired
functionality and behavior, and its interaction with users and other systems. Second, a
conceptual model can facilitate the communication between different stakeholders of the
process (or system), including, for example, customers, end-users, (medical) Methods Inf
Med 2011; 50: 7–10 Correspondence to: Mor Peleg, PhD Department of Information
Systems University of Haifa Haifa, 31905 Israel E-mail: morpeleg@mis.hevra.haifa.ac.il
domain experts, system analysts, and software developers; all stakeholders have different
expectations from the system. Using a conceptual model is one of the ways by which we can
narrow the design-reality gaps [1] between the conceptions of the system by its different
stakeholders. Conceptual modeling can play important roles in the development life cycle of
health information systems (HIS, e.g., EMR systems, computerized physician order-entry
systems (CPOE), and clinical decision systems (CDSS)). Organizations find it useful to use a
systems development methodology to the process of developing and maintaining their
information systems [2]. Most system development methodologies identify several stages in
the development of an information system: system conception and planning, identification
and analysis of requirements, system design, implementation, and, finally, use and
maintenance. Need Nursing Expert to Complete HW (WALDEN)During the entire system
development process, feedback from users (and other stakeholders) is received, generating
new or revising existing requirements. If these requirements are identified early in the
development life cycle then it is easier and more cost-effective to them than if they are
identified in late stages, especially after the system is already in use. The system can be
maintained and updated for some time until so many new requirements are collected that a
decision is reached to start a new cycle of system development. According to Boehm [3],
around 80% of all errors found in the final software system can be traced back to the
requirements analysis and design phases. In other words, many of the errors are in fact due
to requirements that were not elicited, were not thoroughly developed, or were
misunderstood. To address this issue, several approaches have been developed to the
system development cycle, while Methods Inf Med 1/2011 Downloaded from
www.methods-online.com on 2012-06-25 | IP: 38.102.29.165 For personal or educational
use only. No other uses without permission. All rights reserved. 7 8 Editorial addressing the
need for getting the requirements right. Here, we list just these approaches that relate to the
papers in this collection. The reader is referred to [2] for a review of other approaches. One
of the approaches is the traditional waterfall approach, which advocates going through the
system’s life-cycle stages in sequence, spending much effort on the requirement analysis
and system design phases by using conceptual modeling. This approach is similar to the one
proposed by Osheroff and colleagues [4], where they developed a workbook that
implementers of a CDSS can use to work through the process of identifying stakeholders,
determining the goals and objectives of the CDSS, cataloging the host information system’s
capabilities, and selecting, deploying, and monitoring specific CDS interventions. A second
approach, Rapid Application Development (RAD), decreases the time needed to design and
implement an information system by extensive user involvement, integrated computer-
aided software engineering (CASE) tools that assist in updating the different conceptual
models and migrate the design specifications into code, and the use of prototyping. A
prototype is developed after a shorter analysis and design phase. Users can then try the
prototype and provide feedback on the evolving system. A third approach is adopted by
agile methodologies, which follow an iterative development cycle of system versions that
have only a subset of features. The system is released to users who provide feedback. This
process embraces change in the requirements during system development. A fourth
approach is that of the Unified Process (UP) development methodology, whose most well-
known refinement is Rational UP (RUP). UP uses objectoriented modeling methods in an
iterative and incremental (i.e., done in portions) agile design cycle. The cycle includes
inception (identification of use cases and risks), elaboration (analysis and design),
construction (coding and possible revision of analysis and design), and transition into the
next phase, which includes correcting problems and system testing with users. Conceptual
models used for system analysis and design are used in all of the above-mentioned systems
development methodologies. Different models have different focuses. Some focus on data
modeling (e.g., Entity-Relationship Diagrams (ERD) [5], used in [6]), others on process
modeling (e.g., Business Process Modeling Notation (BPMN) [7], used in [8]), or object-
oriented models, which combine data and process together into objects. Need Nursing
Expert to Complete HW (WALDEN)The most famous of the object-oriented models is the
Unified Modeling Language (UML [9], used in [10]), which has a collection of many different
models, each focusing on a different perspective of the system: usecase scenarios, static
system elements, system interaction with users and external components, states and
activities, and implementation. The benefits of conceptual modeling outlined above make
conceptual models natural choices for ing the requirements analysis and system design
phases, but they could also be used in validation of the implementation of the system and in
evaluation of its usage, as demonstrated by one of the papers in this collection [8]. The three
articles in this collection, while focusing on different stages of the HIS development cycle, all
use conceptual modeling methods. In the paper “A Business Rules Design Framework for a
Pharmaceutical Validation and Alert System” [10], Boussadi and colleagues suggest an agile
and business-oriented design methodology for the implementation and maintenance of
business rule-based decision systems. They describe their experience in the adaptation of
the UP systems development methodology for the creation and maintenance of business
rules for the validation of drug prescriptions and the generation of alerts. This adaptation,
called business rule design framework (BRDF), introduces two new activities into UP:
business rule specification (e.g., medication-associated laboratory testing decision rules)
and business rule instantiation. Business rule specification involves generating semantic
templates, domain vocabularies (for the pharmaceutical domain), and business rules via the
Semantics of Business Vocabulary and Business Rules (SBVR) formalism, which was
developed by the Object Management Group (OMG), who also developed UML, which is used
for system modeling in UP. SBVR business rules are written with a business object model – a
conceptual model which is based on the UML class diagram, but at the same time they are
expressed in a form very close to natural language, which makes it easier for domain
experts (pharmacists in this case) to understand them and be involved in specification and
instantiation of the business rules. Need Nursing Expert to Complete HW (WALDEN)The
instantiation of rules corresponding to the business object model requires the identification
and naming of relevant relationships between classes. While the paper summarized above
addressed the entire system development life cycle, the two other papers in the collection
address its beginning and end phases. The paper entitled “Options for Diabetes
Management in Sub-Saharan Africa (SSA) with an Electronic Medical Record System” [6] by
Kouematchoua Tchuitcheu and Rienhoff focuses on the early phases of system conception
and analysis. The authors used a systematic process for performing an analysis of the
requirements for an EMR system for diabetes management in SubSaharan Africa, where
resources are poor, and evaluating the appropriateness of a potential EMR system. The
methodology began with a literature analysis about information and communication
options for diabetes care in SSA, followed by a need assessment field survey, which helped
them identify critical issues and needs for improvement of diabetes management. These
issues were used to conceive scenarios involving patient continuity-of-care issues. Process-
oriented analysis of these scenarios led to the specification of functional requirements for
the EMR system. A conceptual model was developed to address a solution for different cases
of patient continuity of care among diabetes care providers. The conceptual model was then
used to analyze the potential impact on the requirements elicited for diabetes management.
A potential EMR system (an opensource EMR system that was used for AIDS and multi-
drug-resistant tubercolsis management in Latin America) was analyzed to see whether it
could the needed functionalities inferred from the conceptual model. The needed
enhancements to the ERM system were designed using an entity-relationship diagram that
considers Methods Inf Med 1/2011 © Schattauer 2011 Downloaded from www.methods-
online.com on 2012-06-25 | IP: 38.102.29.165 For personal or educational use only. No
other uses without permission. All rights reserved. Editorial the conceptual model of
continuity of care. A prototype of the EMR system was created. Validation of the prototype
by experts and users obtained favorable results, demonstrating that it is possible to find IT
solutions for diabetes care in SSA. The paper “Objectifying User Critique – A Means of
Continuous Quality Assurance for Physician Discharge Letter Composition” [8] by Oschem,
Mahler, and Prokosch considers the last phase of the system development life cycle: system
use and maintenance. The setting for this paper concerns a new system for composing
discharge letters that was implemented at the University Hospital Erlangen in Germany.
Users complained that the new system was too slow but these complaints were too vague
and did not allow enough direction into what needs to be changed in the system. The
authors suggest a process-based approach to objectify user critique. Need Nursing Expert to
Complete HW (WALDEN)The process starts by interviewing users to identify a research
question for in-depth evaluation. Then, a workflow model of the system to be evaluated is
created using the BPMN process modeling notation. A formal hypothesis and indicators are
defined, which map the user critique to the workflow steps. Indicators are measured and
the results are analyzed and hypotheses are tested. Based on the results, the system is then
improved (optimized). The three papers demonstrate how quality assurance (QA) of safe,
effective, and efficient HISs can be achieved and maintained using systematic processes that
are tightly tied to conceptual models of the system’s static elements and/or its processes. In
[10], different UML diagrams were used to formulate requirements and design the
pharmaceutical CDSS such that it meets the requirements of users and other stakeholders.
In the activities that the authors added to UP, class diagrams that specify the business object
models of the pharmaceutical CDSS were used to formulate the semantic templates of
medicationassociated laboratory testing rules and instantiate them. In [6], functional
requirements for the EMR system were derived based on a process-oriented analysis and
conceptual modeling. The conceptual model of continuity-of-care processes helped analyze
the different use cases for the system and determine their relationship to patient data and
the required data transfer between different healthcare institutions. After checking which
requirements were met by the candidate EMR solution, ERD was used to design extensions
to the EMR that would the missing requirements; lastly, in [8], the process model
(workflow) of the discharge summary system was instrumental in defining indices for
evaluating the performance of different activities ed by the system. Evaluating these
indices values helped in identifying objectively which activities of the system should be
optimized. Hence, the process models were part of a method for continuously assessing the
effectiveness and efficiency of the HIS. The conceptual models used in the three papers
exhibited the two benefits described at the beginning of this editorial; they ed
understanding, analysis, and design of the problem (requirements) and solution domains
and facilitated communication between stakeholders. The conceptual models helped in
organizing the cognitive thinking processes involved in structuring a process in terms of its
components activities, the data and resources needed for them, the organizational roles
taking part in them, and the interaction among system components and users. Such
modeling enabled identifying differences between the processes ed by different HISs [8] as
well as defining needed extensions to systems to ed needed requirements [6]. It is
interesting to note that conceptual modeling was beneficial even when the conceptual
models used were not standard models that have gained experience and have been shown
to be effective for many system analysis and design projects; while UML models and the
BPMN model are well-established models, the conceptual model in [6], which was helpful in
analyzing and describing the data needs of different cases of patient continuity of care
among diabetes care providers, was not expressed in a known formalism. Interestingly, this
non-standard model bears some resemblance to several UML models [9]. Similar to use-
case diagrams, it shows how actors (patient, researcher, health ministry) are related to
different use cases of the EMR system. Similar to collaboration diagrams, it shows the
relationships and some of the messages flowing between objects collaborating to perform a
particular task (e.g., care providers from the district hospital can use a secured connection
to access patients’ data stored in the EMR via a server). Need Nursing Expert to Complete
HW (WALDEN)The use of standard models with their rich constructs and available user
manuals and guides could help in conceptualizing and understanding the structure and
communication of the system to a greater detail. Use of CASE tools could establish
consistency of the specification and, if desired, could help migrate the specification into
implementation code. While developing the pharmaceutical validation and alert CDSS [10],
Boussadi and colleagues realized that the standard UP system development method that
uses standard UML diagrams was not enough to all modeling activities needed to develop
decision rules. Instead of using adhoc methods for that task, or focusing on the decision rule
modeling method without its relationship to the other steps involved in the system
development life cycle, the authors decided to adapt and extend the standard UP method to
their needs. In this way, the modeling of the clinical logic is done via a model that is
integrated with other system modeling methods within the development methodology.
Using standard (or augmented) systems development methodologies and modeling
methods has its benefits, but the drawback is that they are not particularly tailored to the
domain of healthcare. Several research groups have developed modeling languages and
development process for clinical guideline-based DSS. Examples of such modeling languages
include Asbru, EON, GLIF3, Guide, and PROforma [11]. These modeling languages use
conceptual models that allow modelers to specify clinical guidelines as task networks. Using
such models helps in conceptualizing clinical guidelines as networks of clinical actions and
decisions that unfold over time, can express clinical concepts, abstractions, and
relationships, and include patient information models that aid in linking the specified
guideline to EMR data. In addition, the specifications of clinical guidelines in those modeling
languages are formal enough to © Schattauer 2011 Methods Inf Med 1/2011 Downloaded
from www.methods-online.com on 2012-06-25 | IP: 38.102.29.165 For personal or
educational use only. No other uses without permission. All rights reserved. 9 10 Editorial
enable them to be computer-interpretable, allowing their execution using guideline
execution engines that in some cases can also link to EMRs to retrieve patient data. Based
on experience in modeling using guideline modeling languages, several groups have
suggested methodologies for developing the computer-interpretable guideline
specifications [12, 13]. However, these methodologies, while focusing on the guideline logic,
do not cover the process of eliciting the requirements and designing the front-end of a CDSS,
which interacts with users and delivers advice based on the computer-interpretable
guideline specification; these steps that are essential for developing CDDS are best ed by
existing standard system development methodologies and modeling methods [14].
References 1. Heeks R. Health information systems: Failure, success and improvisation. Int J
Med Inform 2006; 75: 125–137. 2. Hoffer JA, George JF, Valacich JS. Modern Systems
Analysis and Design. 4th edition. Addison-Wesley; 2005. 3. Boehm B. Software Engineering
Economics. Englewood Cliffs, NJ: Prentice-Hall; 1981. 4. Osheroff JA, Pifer EA, Sittig DF,
Jenders RA, Teich JM. Clinical Decision Implementers’ Workbook. Chicago: Healthcare
Information and Management Systems Society; 2004. 5. Chen P. The Entity Relationship
Model: Toward a Unified View of Data. ACM Transactions on Database Systems 1976; 1: 9–
36. 6. Kouematchoua Tchuitcheu G, Rienhoff O. Options for Diabetes Management in Sub-
Saharan Africa with an Electronic Medical Record System. Methods Inf Med 2011; 50 (1):
11– 22. 7. Initiative BPM. Business Process Modeling Notation (BPMN) Version 1.0. 2004.
http://www. bpmi.org/downloads/BPMN-V1.0.pdf 8. Oschem M, Mahler V, Prokosch HU.
Objectifying User Critique – A Means of Continuous Quality Assurance for Physician
Discharge Letter Composition. Methods Inf Med 2011; 50 (1): 23 –35. 9. Booch G,
Rumbaugh J, Jacobson I. The Unified Modeling Language User Guide. Addison-Wesley
Longman, Inc.; 1998. 10. Boussadi A, Bousquet C, Sabatier B, Caruba T, Durieux P, Degoulet
P. A Business Rules Design Framework for a Pharmaceutical vVlidation and Alert System.
Methods Inf Med 2011; 50 (1): 36–50. 11. Peleg M, Tu SW, Bury J, Ciccarese P

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Need Nursing Expert to Complete HW.pdf

  • 1. Need Nursing Expert to Complete HW (WALDEN) Need Nursing Expert to Complete HW (WALDEN) ON Need Nursing Expert to Complete HW (WALDEN)Discussion WK4 NURS 8210HIT Projects and Decision MakersA nurse leader sought to implement greater security in the children’s wing of the hospital by installing a new alarm and monitoring system. Due to budget constraints, the CNO rejected the proposal, stating that current security methods were sufficient. Shortly after this failed proposal, an individual did in fact breach the children’s wing security and abducted a young child. Thankfully, the child was found and returned to her parents; and the CNO quickly found the money to install the new security system. Need Nursing Expert to Complete HW (WALDEN)Not all HIT projects have such high-profile stakes. The main takeaway from this example is the importance of getting key stakeholders and decision makers on board when planning a new HIT project.To prepare:Bring to mind a HIT project implemented in your organization. Which leaders identified the project? Which stakeholders and decision makers helped moved the project forward?Consider methods that were used to garner the of stakeholders and decision makers to move the project forward.By Day 3 post a cohesive response that addresses the following:Describe an example of a HIT project implemented at your organization and analyze how that project was identified and moved forward.Evaluate the impact of key decision makers on moving the HIT project forwardassigned_article1_wk4_nurs8210.pdfransomware_in_hospitals_what_.pdfassigned_a rticle3_wk4_nurs8210.pdfnurs_8210_wk4.docassigned_article2_wkUnformatted Attachment PreviewEditorial © Schattauer 2011 The Role of Modeling in Clinical Information System Development Life Cycle M. Peleg Department of Information Systems, University of Haifa, Haifa, Israel A model is an abstraction of some “thing” (e.g., object, system, process, phenomenon) in our world that we create in order to understand it better. Models can be physical (e.g., an architectural model of a building, a prototype of a user interface), mathematical (e.g., a model for predicting the weather, for estimating population growth), or conceptual (e.g., a clinical algorithm, the logical relationships between data items in an electronic medical record (EMR)). Models can be used to describe an existing complex real-world object or phenomenon, or they can be used as a vehicle to design a man- made object or system. While conceptual models can also be specified in narrative, in this discussion we address conceptual models that have a symbolic representation with a diagrammatic notation. Thus, conceptual models specify objects or processes, their properties, and their relationships. A conceptual model of a proposed process or system has several important benefits, two of which are of great importance. First, the process of
  • 2. creating a conceptual model of a system helps its designer to study the problem domain better, to understand the system’s components and their relationships, the system’s desired functionality and behavior, and its interaction with users and other systems. Second, a conceptual model can facilitate the communication between different stakeholders of the process (or system), including, for example, customers, end-users, (medical) Methods Inf Med 2011; 50: 7–10 Correspondence to: Mor Peleg, PhD Department of Information Systems University of Haifa Haifa, 31905 Israel E-mail: morpeleg@mis.hevra.haifa.ac.il domain experts, system analysts, and software developers; all stakeholders have different expectations from the system. Using a conceptual model is one of the ways by which we can narrow the design-reality gaps [1] between the conceptions of the system by its different stakeholders. Conceptual modeling can play important roles in the development life cycle of health information systems (HIS, e.g., EMR systems, computerized physician order-entry systems (CPOE), and clinical decision systems (CDSS)). Organizations find it useful to use a systems development methodology to the process of developing and maintaining their information systems [2]. Most system development methodologies identify several stages in the development of an information system: system conception and planning, identification and analysis of requirements, system design, implementation, and, finally, use and maintenance. Need Nursing Expert to Complete HW (WALDEN)During the entire system development process, feedback from users (and other stakeholders) is received, generating new or revising existing requirements. If these requirements are identified early in the development life cycle then it is easier and more cost-effective to them than if they are identified in late stages, especially after the system is already in use. The system can be maintained and updated for some time until so many new requirements are collected that a decision is reached to start a new cycle of system development. According to Boehm [3], around 80% of all errors found in the final software system can be traced back to the requirements analysis and design phases. In other words, many of the errors are in fact due to requirements that were not elicited, were not thoroughly developed, or were misunderstood. To address this issue, several approaches have been developed to the system development cycle, while Methods Inf Med 1/2011 Downloaded from www.methods-online.com on 2012-06-25 | IP: 38.102.29.165 For personal or educational use only. No other uses without permission. All rights reserved. 7 8 Editorial addressing the need for getting the requirements right. Here, we list just these approaches that relate to the papers in this collection. The reader is referred to [2] for a review of other approaches. One of the approaches is the traditional waterfall approach, which advocates going through the system’s life-cycle stages in sequence, spending much effort on the requirement analysis and system design phases by using conceptual modeling. This approach is similar to the one proposed by Osheroff and colleagues [4], where they developed a workbook that implementers of a CDSS can use to work through the process of identifying stakeholders, determining the goals and objectives of the CDSS, cataloging the host information system’s capabilities, and selecting, deploying, and monitoring specific CDS interventions. A second approach, Rapid Application Development (RAD), decreases the time needed to design and implement an information system by extensive user involvement, integrated computer- aided software engineering (CASE) tools that assist in updating the different conceptual
  • 3. models and migrate the design specifications into code, and the use of prototyping. A prototype is developed after a shorter analysis and design phase. Users can then try the prototype and provide feedback on the evolving system. A third approach is adopted by agile methodologies, which follow an iterative development cycle of system versions that have only a subset of features. The system is released to users who provide feedback. This process embraces change in the requirements during system development. A fourth approach is that of the Unified Process (UP) development methodology, whose most well- known refinement is Rational UP (RUP). UP uses objectoriented modeling methods in an iterative and incremental (i.e., done in portions) agile design cycle. The cycle includes inception (identification of use cases and risks), elaboration (analysis and design), construction (coding and possible revision of analysis and design), and transition into the next phase, which includes correcting problems and system testing with users. Conceptual models used for system analysis and design are used in all of the above-mentioned systems development methodologies. Different models have different focuses. Some focus on data modeling (e.g., Entity-Relationship Diagrams (ERD) [5], used in [6]), others on process modeling (e.g., Business Process Modeling Notation (BPMN) [7], used in [8]), or object- oriented models, which combine data and process together into objects. Need Nursing Expert to Complete HW (WALDEN)The most famous of the object-oriented models is the Unified Modeling Language (UML [9], used in [10]), which has a collection of many different models, each focusing on a different perspective of the system: usecase scenarios, static system elements, system interaction with users and external components, states and activities, and implementation. The benefits of conceptual modeling outlined above make conceptual models natural choices for ing the requirements analysis and system design phases, but they could also be used in validation of the implementation of the system and in evaluation of its usage, as demonstrated by one of the papers in this collection [8]. The three articles in this collection, while focusing on different stages of the HIS development cycle, all use conceptual modeling methods. In the paper “A Business Rules Design Framework for a Pharmaceutical Validation and Alert System” [10], Boussadi and colleagues suggest an agile and business-oriented design methodology for the implementation and maintenance of business rule-based decision systems. They describe their experience in the adaptation of the UP systems development methodology for the creation and maintenance of business rules for the validation of drug prescriptions and the generation of alerts. This adaptation, called business rule design framework (BRDF), introduces two new activities into UP: business rule specification (e.g., medication-associated laboratory testing decision rules) and business rule instantiation. Business rule specification involves generating semantic templates, domain vocabularies (for the pharmaceutical domain), and business rules via the Semantics of Business Vocabulary and Business Rules (SBVR) formalism, which was developed by the Object Management Group (OMG), who also developed UML, which is used for system modeling in UP. SBVR business rules are written with a business object model – a conceptual model which is based on the UML class diagram, but at the same time they are expressed in a form very close to natural language, which makes it easier for domain experts (pharmacists in this case) to understand them and be involved in specification and instantiation of the business rules. Need Nursing Expert to Complete HW (WALDEN)The
  • 4. instantiation of rules corresponding to the business object model requires the identification and naming of relevant relationships between classes. While the paper summarized above addressed the entire system development life cycle, the two other papers in the collection address its beginning and end phases. The paper entitled “Options for Diabetes Management in Sub-Saharan Africa (SSA) with an Electronic Medical Record System” [6] by Kouematchoua Tchuitcheu and Rienhoff focuses on the early phases of system conception and analysis. The authors used a systematic process for performing an analysis of the requirements for an EMR system for diabetes management in SubSaharan Africa, where resources are poor, and evaluating the appropriateness of a potential EMR system. The methodology began with a literature analysis about information and communication options for diabetes care in SSA, followed by a need assessment field survey, which helped them identify critical issues and needs for improvement of diabetes management. These issues were used to conceive scenarios involving patient continuity-of-care issues. Process- oriented analysis of these scenarios led to the specification of functional requirements for the EMR system. A conceptual model was developed to address a solution for different cases of patient continuity of care among diabetes care providers. The conceptual model was then used to analyze the potential impact on the requirements elicited for diabetes management. A potential EMR system (an opensource EMR system that was used for AIDS and multi- drug-resistant tubercolsis management in Latin America) was analyzed to see whether it could the needed functionalities inferred from the conceptual model. The needed enhancements to the ERM system were designed using an entity-relationship diagram that considers Methods Inf Med 1/2011 © Schattauer 2011 Downloaded from www.methods- online.com on 2012-06-25 | IP: 38.102.29.165 For personal or educational use only. No other uses without permission. All rights reserved. Editorial the conceptual model of continuity of care. A prototype of the EMR system was created. Validation of the prototype by experts and users obtained favorable results, demonstrating that it is possible to find IT solutions for diabetes care in SSA. The paper “Objectifying User Critique – A Means of Continuous Quality Assurance for Physician Discharge Letter Composition” [8] by Oschem, Mahler, and Prokosch considers the last phase of the system development life cycle: system use and maintenance. The setting for this paper concerns a new system for composing discharge letters that was implemented at the University Hospital Erlangen in Germany. Users complained that the new system was too slow but these complaints were too vague and did not allow enough direction into what needs to be changed in the system. The authors suggest a process-based approach to objectify user critique. Need Nursing Expert to Complete HW (WALDEN)The process starts by interviewing users to identify a research question for in-depth evaluation. Then, a workflow model of the system to be evaluated is created using the BPMN process modeling notation. A formal hypothesis and indicators are defined, which map the user critique to the workflow steps. Indicators are measured and the results are analyzed and hypotheses are tested. Based on the results, the system is then improved (optimized). The three papers demonstrate how quality assurance (QA) of safe, effective, and efficient HISs can be achieved and maintained using systematic processes that are tightly tied to conceptual models of the system’s static elements and/or its processes. In [10], different UML diagrams were used to formulate requirements and design the
  • 5. pharmaceutical CDSS such that it meets the requirements of users and other stakeholders. In the activities that the authors added to UP, class diagrams that specify the business object models of the pharmaceutical CDSS were used to formulate the semantic templates of medicationassociated laboratory testing rules and instantiate them. In [6], functional requirements for the EMR system were derived based on a process-oriented analysis and conceptual modeling. The conceptual model of continuity-of-care processes helped analyze the different use cases for the system and determine their relationship to patient data and the required data transfer between different healthcare institutions. After checking which requirements were met by the candidate EMR solution, ERD was used to design extensions to the EMR that would the missing requirements; lastly, in [8], the process model (workflow) of the discharge summary system was instrumental in defining indices for evaluating the performance of different activities ed by the system. Evaluating these indices values helped in identifying objectively which activities of the system should be optimized. Hence, the process models were part of a method for continuously assessing the effectiveness and efficiency of the HIS. The conceptual models used in the three papers exhibited the two benefits described at the beginning of this editorial; they ed understanding, analysis, and design of the problem (requirements) and solution domains and facilitated communication between stakeholders. The conceptual models helped in organizing the cognitive thinking processes involved in structuring a process in terms of its components activities, the data and resources needed for them, the organizational roles taking part in them, and the interaction among system components and users. Such modeling enabled identifying differences between the processes ed by different HISs [8] as well as defining needed extensions to systems to ed needed requirements [6]. It is interesting to note that conceptual modeling was beneficial even when the conceptual models used were not standard models that have gained experience and have been shown to be effective for many system analysis and design projects; while UML models and the BPMN model are well-established models, the conceptual model in [6], which was helpful in analyzing and describing the data needs of different cases of patient continuity of care among diabetes care providers, was not expressed in a known formalism. Interestingly, this non-standard model bears some resemblance to several UML models [9]. Similar to use- case diagrams, it shows how actors (patient, researcher, health ministry) are related to different use cases of the EMR system. Similar to collaboration diagrams, it shows the relationships and some of the messages flowing between objects collaborating to perform a particular task (e.g., care providers from the district hospital can use a secured connection to access patients’ data stored in the EMR via a server). Need Nursing Expert to Complete HW (WALDEN)The use of standard models with their rich constructs and available user manuals and guides could help in conceptualizing and understanding the structure and communication of the system to a greater detail. Use of CASE tools could establish consistency of the specification and, if desired, could help migrate the specification into implementation code. While developing the pharmaceutical validation and alert CDSS [10], Boussadi and colleagues realized that the standard UP system development method that uses standard UML diagrams was not enough to all modeling activities needed to develop decision rules. Instead of using adhoc methods for that task, or focusing on the decision rule
  • 6. modeling method without its relationship to the other steps involved in the system development life cycle, the authors decided to adapt and extend the standard UP method to their needs. In this way, the modeling of the clinical logic is done via a model that is integrated with other system modeling methods within the development methodology. Using standard (or augmented) systems development methodologies and modeling methods has its benefits, but the drawback is that they are not particularly tailored to the domain of healthcare. Several research groups have developed modeling languages and development process for clinical guideline-based DSS. Examples of such modeling languages include Asbru, EON, GLIF3, Guide, and PROforma [11]. These modeling languages use conceptual models that allow modelers to specify clinical guidelines as task networks. Using such models helps in conceptualizing clinical guidelines as networks of clinical actions and decisions that unfold over time, can express clinical concepts, abstractions, and relationships, and include patient information models that aid in linking the specified guideline to EMR data. In addition, the specifications of clinical guidelines in those modeling languages are formal enough to © Schattauer 2011 Methods Inf Med 1/2011 Downloaded from www.methods-online.com on 2012-06-25 | IP: 38.102.29.165 For personal or educational use only. No other uses without permission. All rights reserved. 9 10 Editorial enable them to be computer-interpretable, allowing their execution using guideline execution engines that in some cases can also link to EMRs to retrieve patient data. Based on experience in modeling using guideline modeling languages, several groups have suggested methodologies for developing the computer-interpretable guideline specifications [12, 13]. However, these methodologies, while focusing on the guideline logic, do not cover the process of eliciting the requirements and designing the front-end of a CDSS, which interacts with users and delivers advice based on the computer-interpretable guideline specification; these steps that are essential for developing CDDS are best ed by existing standard system development methodologies and modeling methods [14]. References 1. Heeks R. Health information systems: Failure, success and improvisation. Int J Med Inform 2006; 75: 125–137. 2. Hoffer JA, George JF, Valacich JS. Modern Systems Analysis and Design. 4th edition. Addison-Wesley; 2005. 3. Boehm B. Software Engineering Economics. Englewood Cliffs, NJ: Prentice-Hall; 1981. 4. Osheroff JA, Pifer EA, Sittig DF, Jenders RA, Teich JM. Clinical Decision Implementers’ Workbook. Chicago: Healthcare Information and Management Systems Society; 2004. 5. Chen P. The Entity Relationship Model: Toward a Unified View of Data. ACM Transactions on Database Systems 1976; 1: 9– 36. 6. Kouematchoua Tchuitcheu G, Rienhoff O. Options for Diabetes Management in Sub- Saharan Africa with an Electronic Medical Record System. Methods Inf Med 2011; 50 (1): 11– 22. 7. Initiative BPM. Business Process Modeling Notation (BPMN) Version 1.0. 2004. http://www. bpmi.org/downloads/BPMN-V1.0.pdf 8. Oschem M, Mahler V, Prokosch HU. Objectifying User Critique – A Means of Continuous Quality Assurance for Physician Discharge Letter Composition. Methods Inf Med 2011; 50 (1): 23 –35. 9. Booch G, Rumbaugh J, Jacobson I. The Unified Modeling Language User Guide. Addison-Wesley Longman, Inc.; 1998. 10. Boussadi A, Bousquet C, Sabatier B, Caruba T, Durieux P, Degoulet P. A Business Rules Design Framework for a Pharmaceutical vVlidation and Alert System. Methods Inf Med 2011; 50 (1): 36–50. 11. Peleg M, Tu SW, Bury J, Ciccarese P