Empowering Healthcare Professionals to Use Databases: Design and User Study of a DIY Tool
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Transcript of Empowering Healthcare Professionals to Use Databases: Design and User Study of a DIY Tool
Design and User Study of a Do‐it‐yourself ToolEmpowering Healthcare Professionals to Use Databases:
Rit Kh Y A Il Y l S Xi h T H
Databases have received an extra‐ordinary acceptance in the healthcare
Healthcare Industry and Databases A Do‐it‐yourself Tool for Database Evolution
Ritu Khare, Yuan An, Il‐Yeol Song, Xiaohua Tony Huwww.ischool.drexel.edu
I t t ll tFORM DESIGN LAYER FORM MAPPING LAYER
Healthcare Industry
Healthcare Industry
industry. Healthcare domain has a dynamic information environment.Databases in this domain are required to continually evolve based on newinformation requirements provided by healthcare professionals.
•Functional gap between users and
I want to collect information related to an allergy injection such as its site, reaction, etc..
Allergy Injection
Time
Site
Given By
Allergy Injection
Time
Site Given By
Reaction
ID Size Reviewer
Allergy Injection
Reaction
Usability Issues
Usability Issues Healthcare
professional
1between users and databases
2
•Dependence on IT department
I
Figure 2. The Dual Layered Database Evolution Tool: Using this tool, users can designforms on their own. The tool automatically translates the form components to
Given By
Reaction
Size
Reviewer
Size Reviewer
Healthcare Information System
Time . Given By
Reaction ID
gy j
DatabasesDatabases
To ensure a high‐quality database, 6evolution quality dimensions wereconceptualized: Normalization,Minimalism Correctness Complete
3
• Inaccurate reflection of user requirements How can we empower
the healthcare professionals to design and evolve databases
based on their knowledge of data‐entry
f ?Data entry Forms
Results and Contributions
y pappropriate database elements.
User Study with Healthcare Professionals
Number of times a participant required assistance
About the ParticipantsP1, P2, and P3 are very comfortable
Data‐entry forms are the most popular data gathering tool among healthcareprofessionals. Forms provide a natural abstraction for databases to these userswho have no background in databases. Thus, form templates offer the health‐care professionals a powerful mode to author information requirements.
Minimalism, Correctness, Completeness, Persistence and Traceability.The Form Mapping Layer is designedto ensure that the evolved databasesatisfies these dimensions.
forms?
The form design layer offersfunctionalities based on the commondesign patterns found in thehealthcare forms.
Data‐entry Forms
Patient Information
What’s Next?
1%
Field Format Distribution (51 forms)
Research Findings: Participants
1 1
3
2
5
0 0
1
0
5
P1 P2 P3 P4 P5
Form Replication Form Creation
18
Task Completion Time in minutesForm Replication Form Creation
, , yworking with computers. P4 and P5 aremoderately comfortable. Each has 1‐4years of work experience.
User study Round 2 withimproved training based on the
Name
Age
Address
GenderMale
?
?
?
49%
18%
18%
14%Text Input
Radiobuttons
Checkboxes
Dropdown menu
Multi‐formats, Table widgets etc.
Research Findings: Participants …rated the tool very high in terms of ease of use and system messages.
felt empowered and accomplished as they completed the tasks.
who were moderately comfortable with computers drew forms on paper before using the tool.
performed impromptu innovations, e.g., format switching from textbox to dropdown
3
5
910
7
5 5
109
improved training based on thefindings in round 1 and revisedtasks with advanced featuressuch as units, multi‐formats.Mathematical Proof forvalidating the 6‐dimensionalquality of the generateddatabase.
1. R. Khare, Y. An, and I.Y. Song. Understanding Deep Web Search Interfaces: A Survey. ACM SIGMOD Record , 2010. 2. R. Khare and Y. An. An Empirical Study on Using Hidden Markov Model for Search Interface Segmentation. ACM CIKM ,2009. 3. Y. An, P. Dalrymple, M. Rogers, P. Gerrity, J. Horkoff, E. Yu. Collaborative Social Modeling for Designing a Patient WellnessTracking System in a Nurse‐Managed Healthcare Center. DESRIST 2009.
Figure 1. Database Evolution using User‐designed Form Templates
Database
Male
Female
Data‐entry Form
dropdown.
easily understood the format semantics but had difficulty distinguishing between a sub‐category and a field.
P1 P2 P3 P4 P5
Ref