From Physical to Digital: Recent Research into the Discovery, Analysis, and Use of Museum Resources by Classroom Educators and Students
Museums and the Web 2015, Chicago
April 9, 2015
Paper: http://mw2015.museumsandtheweb.com/paper/from-physical-to-digital-recent-research-into-the-discovery-analysis-and-use-of-museums-resources-by-classroom-educators-and-students/
Darren Milligan
Senior Digital Strategist
Smithsonian Center for Learning and Digital Access
Smithsonian Institution
@darrenmilligan / milligand@si.edu
Melissa Wadman
Manager of Program Evaluation
Smithsonian Center for Learning and Digital Access
Smithsonian Institution
@melwad / wadmanm@si.edu
Similar to From Physical to Digital: Recent Research into the Discovery, Analysis, and Use of Museum Resources by Classroom Educators and Students (20)
From Physical to Digital: Recent Research into the Discovery, Analysis, and Use of Museum Resources by Classroom Educators and Students
1. From Physical to Digital:
Recent Research into the Discovery,
Analysis, and Use of Museum Resources
by Classroom Educators and Students
Museums and the Web 2015, Chicago
April 9, 2015
Darren Milligan
Senior Digital Strategist
Smithsonian Center for Learning and Digital Access
Smithsonian Institution
@darrenmilligan / milligand@si.edu
Melissa Wadman
Manager of Program Evaluation
Smithsonian Center for Learning and Digital Access
Smithsonian Institution
@melwad / wadmanm@si.edu
5. Smithsonian, in 2014:
19 Museums and Galleries & National Zoo
137.7M Museums Objects & Specimens
1.9M Library Volumes
136,194 Cubic feet of archival material
6. Smithsonian, in 2014:
19 Museums and Galleries & National Zoo
137.7M Museums Objects & Specimens
1.9M Library Volumes
136,194 Cubic feet of archival material
6,373 Employees
721 Research Fellows
9,817 Volunteers
7. Smithsonian, in 2014:
19 Museums and Galleries & National Zoo
137.7M Museums Objects & Specimens
1.9M Library Volumes
136,194 Cubic feet of archival material
6,373 Employees
721 Research Fellows
9,817 Volunteers
26.7M Physical
99M Digital (Website) Visitors
8.
9.
10.
11.
12.
13. Pew Research Teachers Survey Report
February 2013
92%: Internet has “major impact” on their ability to
access content, resources, and materials for their
teaching
90%: use search engines to find info
84%: use Internet weekly to find content that will
engage students
80%: use Internet weekly to help them create
lessons
14. The Digital Education Problem
Fragmented Brand
Outdated Platform
Lack of Detailed Data
Who is using our resources?
Why are they using them?
How are they using them?
Where are they using them?
How would they prefer to access them?
In what format would they prefer them?
Are they using them as designed?
Are students learning from them…?
16. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
17. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
18.
19.
20. Remedial Evaluation of the Materials
Distributed at the Smithsonian
Institution’s Annual Teachers’ Night
(2010)
Literature review and evaluation to produce
generalizable guidelines for the design and
development of museum-based lesson plans and
investigated classroom educator methodologies for
incorporating museum-based lessons into
classrooms.
21. Results: Literature Review
Usability and navigability of websites are important.
Common usability problems for visitors (including
classroom educators) who are non-museum
professionals when using museum websites:
• Frustration with overloading of content
• Distracting graphical user interfaces
• Browsing not conducive to understanding specific
topics
• Difficulties with certain terminology
• Disconnect of museum websites to the physical
museums
22. Results: Literature Review
Key requirements classroom educators need for
museum material to be incorporated into their
teaching:
• Aligned to curriculum standards
• Updated
• Interdisciplinary
• Related to big concepts
• Educational
• Not dependent on museum visits
23. Results: Analysis and Focus Groups
Key requirements classroom educators need for
museum material to be incorporated into their
teaching:
• Enjoyable for their students
• Interdisciplinary
• Adaptability
• Alignment with curriculum standards
• Flexibility to accommodate a diversity of students
24. Results: Overall
Educators reported that they used
Smithsonian materials acquired at
Teachers’ Night as resource starting points
for their teaching. Museum materials do not
always fit into their teaching (museum
materials must be deconstructed and then
reconstructed). There was no definite
indication that participants from the
focus groups used the materials as
intended by the Smithsonian.
25. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
26.
27. Capturing the Voice of Customer,
Satisfaction Insight Review of
SmithsonianEducation.org (2011)
Collected from more than seven thousand surveys
completed by visitors to the central Smithsonian
Education website, the makeup of this audience,
their motivations for site visitation, their activities
while on the website, and their sources of
dissatisfaction were explored.
28.
29.
30.
31.
32.
33.
34. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
35. Digital Learning Resources Project
(2012)
To assist the Smithsonian to better understand the
educational uses of Smithsonian digital resources
and provide a road map for future digital
development.
Research objectives focused on classroom
educators’ ability to identify, analyze, and extract
digital content, with the ultimate goal of enabling all
users to achieve their own personal learning
objectives through the Smithsonian’s resources.
36. Intended Outcomes
Short-term: to increase classroom educators’ skills
in identifying, analyzing, and extracting specific
Smithsonian digital learning content
Medium-term: to increase skills to make strategic
use of digital learning content
Long-term: to foster online users who are active
creators of digital resources personalized for
learning in their own classroom.
37.
38. Results: Focus Groups, Literature
Review, Environmental Scan
Search and Visualization Tools
Museums need to make resources more findable and to
generate assets that are personalized and accessible
anytime, anywhere, and on multiple platforms. Classroom
educators also asked for:
• Search results with thumbnails, previews, tag clouds,
and rating systems that allow them to easily identify what
is useful and what is not
• Personalized search hints
• Search capabilities that can be either highly filtered or
extremely broad
39. Results: Focus Groups, Literature
Review, Environmental Scan
Engaging, Standards-aligned, Learner-centered Content
Classroom educators put student interest and engagement
at the top of their list and need content that aligns with
learning goals and standards.
• Engage students
• Allow for student interaction and adaptation
• Afford accessibility for various learning styles and levels
• Offer coherence with the lesson and multidisciplinary
opportunities
• Support problem-based learning goals
• Support standards-based teaching goals
40. Results: Focus Groups, Literature
Review, Environmental Scan
Instructional Tools
When extracting resources, classroom educators want:
• Flexible technologies for a diversity of devices and
delivery methods
• Tools to assess learning
• Tools to adjust reading level of text
• Ways for classroom educators to upload their self-
authored components into a saved file, or resources
from other sites or collections
• Specific pedagogical tools
45. Results: Iterative Prototyping
Search and Visualization (Identifying)
• Search by entering a general search term, then filtering
further if needed. Educators also preferred the gallery
view to review their search results. Participants want
more intelligence in their searches and results to guide
them toward the most valuable resources.
• Use a diversity of locations to find what they need and
have little loyalty to one site in particular
• Use the Facebook Share option, but the most popular
method of sharing was emailing the link to themselves or
a colleague.
46. Results: Iterative Prototyping
Authentication, Saving, and Storing (Analyzing)
• To save resources that they find useful.
• The flexibility to organize and annotate resources
according to their own schemas.
• Flexibility in the types of viewing methods available: one
for whole-class interaction and one for individual
interaction.
• The ability to allow students to use the site and its tools
as much as the classroom educator.
• Content that is aligned with Common Core State
Standards.
47. Results: Iterative Prototyping
Instructional Tools (Extracting)
• Were excited about the use of “interactives” with the
resources found in the Smithsonian collection.
• Appreciated the search functionality of the site but want
better visibility of the tools, including prompts and
explanations for their use.
• Liked being able to upload resources from other sources
to augment their collections and appreciated being given
tools that make this easier to accomplish within the site.
48. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
49. Piloting Tools to Enable Active and
Participatory Learning for Middle
School Students: Facilitating Digital
Learning with Smithsonian Digital
Resources (2014)
Classroom educators have indicated that relevance
to students’ needs are a top priority. We are now
testing directly with students to better understand
how they use digital museum assets (specifically
digitized collection objects) and to document the
types of scaffolds necessary to enable active and
participatory learning using them.
50.
51. Results: Prototyping
Challenges for Student Users
• Unintelligible descriptions: some of the students found
that the descriptions were difficult to understand
• Spelling limitations: some of the students could not find
the items they were looking for because they could not
spell the search terms correctly
• Loss of authority: some of the participants thought that
the information in their collections was unreliable if they
(or anyone else) were able to change the information
from the original Smithsonian descriptions (a feature of
the prototype)
52.
53. Results: Prototyping
Feature Requests
• Auto-correct to assist with spelling
• Predictive searches/Recommended searches
• Ability to adjust fonts
• Draw on objects
• Put external images into their collection
• Share collections through social media and email
• Export their collection
• Create unique collages from multiple images
• Child-accessible collection descriptions
54. The Solution
Research
- Evaluation of Learning Materials
- Audience Survey
- Digital Learning Resources Project
- Tools for Middle Schoolers
- Learning Resource Metadata Initiative
55. Learning Resource Metadata Initiative
Project and Evaluation (2014–2015)
Smithsonian produced educationally-relevant metadata for
2,500 Smithsonian learning resources, distributed the
metadata via the Learning Registry, and built capacity for
Smithsonian educators and content creators to develop
metadata as they publish new digital learning resources.
The goals of the Smithsonian LRMI project are to:
• Develop and publish metadata required to fully describe
the existing Smithsonian learning resources
• Evaluate the impact of LRMI metadata on the
discoverability, analysis, and use of Smithsonian
learning resources
56. Results: Online Survey
Only a handful of the participants were familiar with LRMI,
having heard about it from “our school librarian” or “at a
teachers’ conference.” Almost all of the participants
projected that educator specific tags would increase their
search satisfaction and increase the likelihood they would
use the materials.
Which educator specific tags were ranked most relevant:
• Grade level
• Content/subject area
• Alignment to standards
57. Results: Webpage Analysis
Majority primarily use Google to search for digital learning
resources several times a week, if not almost every day.
Less than one half of educators consider their searches
successful. Irrelevant results, lack of educator specific
filters, and time consumption are the factors leading to
search failure.
Participants found search and analysis to be most useful
when these metadata fields are visible:
• Content/subject area
• Grade level
• Source
59. META TIME!
Conclusions Focused on
• Educator search preferences
• Factors that contribute to difficult
analysis and resistance to use learning
resources
• Educators’ preferences for learning
resources
• Educators’ preferences for platform
content and functionality
60. Educator Search Preferences
• Searching assist via autocomplete
and/or spelling assist
• Search results that allow for both
browsing and filtering
• Scannable grade level and subject
information
• Resources from a wide variety
of sources
61. Factors that Contribute to
Difficult Analysis and Resistance to Use
Learning Resources
• Too many search results; too difficult to
browse quickly for relevant content
• Distracting user interfaces
• Unfamiliar terminology and/or lack of
contextual information
62. Educators’ Preferences for
Learning Resources
• Interdisciplinary and/or multidisciplinary
• Connection to students’ interests
• Alignment to teaching standards and/or
relationship to big ideas
• Highly Adaptable
• Downloadable format
63. Educators’ Preferences for
Platform Content and Functionality
• Content available from more than one
one producer/supplier
• Tools available within the platform for
student interaction with the resources
• Variety of sharing options
• Ability to save and structure resources
within the platform for later review/use
65. From Physical to Digital:
Recent Research into the Discovery,
Analysis, and Use of Museum Resources
by Classroom Educators and Students
Museums and the Web 2015, Chicago
April 9, 2015
Darren Milligan
@darrenmilligan / milligand@si.edu
Melissa Wadman
@melwad / wadmanm@si.edu
Paper Available at
http://s.si.edu/1O8uTKS
Editor's Notes
Museums are uniquely positioned to play a greater role in education. In order to meet this potential, museums can benefit from understanding the needs of these audiences and the capabilities of their institutions to meet them.
Since 2010, the Smithsonian, through its Center for Learning and Digital Access, has conducted a series of research projects to better understand how teachers and their students use museum learning resources. This afternoon we will share the results of the following five independent, yet progressional, studies and offer usable best practices garnered from a meta-analysis of their results combined with other recent literature in this field:
Photo shows 8 or the Smithsonian museums.
3 Digital Goals:
Improve the discoverability of and access to Smithsonian digital content for learning
Research the intersection of the needs of learners (formal and informal) and educators, and the capabilities of the Smithsonian
Create youth-focused digitally-accessible learning experiences
SmithsonianEducation.org was launched in 2003 by the SCLDA.The core objectives for the SCLDA website were to serve as the gateway to Smithsonian educational resources; tailor content to serve three distinct audiences: educators, families, and students; promote the understanding and use of museums; and emphasize inquiry-based learning using primary sources. During the early 2000s, websites were moving into a new era by acknowledging and addressing the unique needs of different user groups. This approach also supported the shift in museology in which museums moved from being "about something" to being "for somebody" (Stephen Weil, 1999).
Throughout the past thirteen years, the site has grown to house SCLDA-published materials and to serve as the gateway to the Institution’s more than two thousand digital educational resources (from thirty-two museums, libraries, archives, and research centers) indexed and searchable by national and Common Core State Standards. In 2007 and 2008, the site was selected as the People’s Voice winner for Best Cultural Institution Website in the Webby Awards.
Smithsonian resources are things like traditional lesson plans design for educators, interactive content developed for young learners, but also things that we find education audiences are interested in as well, like research databases, and online conference archives and videos.
More than ever before, teachers use the Internet to inform, support, enhance, and even enable their teaching.
Survey covered only Advanced Placement and National Writing Project teachers
- Sample size: 2,462 middle and high school teachers in US
Source:
http://www.pewinternet.org/2013/02/28/how-teachers-are-using-technology-at-home-and-in-their-classrooms/
So, it took, what I think of as an act of great courage, to face these issues and admit how little we really knew.
Methodology:
Phase one: extensive literature review to explore the following questions:
What methods do classroom educators use to find and use lesson plans?
Do lesson plans from museums meet classroom educators’ needs?
Phase two: analysis of comments by visitors to SmithsonianEducation.org on specific Smithsonian lesson plans. The analysis reviewed 132 public comments classroom educators posted in 2008. The purpose of the content analysis of these comments on Smithsonian lesson plans was to identify themes in alignment with the literature review.
Phase three: focus groups and in-depth interviews with classroom educators to address two questions:
What design elements are most important to classroom educators?
What extent and in what ways do classroom educators make use of materials provided by the Smithsonian?
The literature review confirmed that the usability and navigability of websites are important. The research suggests that there are common usability problems for visitors (including classroom educators) who are non-museum professionals when using museum websites:
Frustration with overloading of content
Distracting graphical user interfaces
Browsing not conducive to understanding specific topics
Difficulties for non-museum professionals with certain terminology
Disconnect of museum websites to the physical museums
Regarding the suitability of lesson plans for classroom use, the literature review presented several key requirements classroom educators need for museum material to be incorporated into their teaching. Material must be:
Aligned to curriculum standards
Updated
Interdisciplinary
Related to big concepts
Educational
Not dependent on museum visits
Key requirements classroom educators need for museum material to be incorporated into their teaching:
enjoyable for their students
interdisciplinary
adaptability
alignment with curriculum standards
flexibility to accommodate a diversity of students
Educators reported that they used Smithsonian materials acquired at Teachers’ Night as resource starting points for their teaching. They expressed that materials need to be visually appealing, useful right out of the box, durable, and multipurpose. Feedback suggested that classroom educators are selective when using Teachers’ Night materials. Museum materials do not always fit into their teaching (museum materials must be deconstructed and then reconstructed). Educators expressed the desire for the Smithsonian materials to be more readily usable in the classroom. There was no definite indication that participants from the focus groups used the materials as intended by the Smithsonian.
Methodology
User satisfaction survey (using the methodology of the American Customer Satisfaction Index) conducted via SmithsonianEducation.org.
A total of 7,470 surveys were completed during the twenty-four month span of data collection through a popup window presented to website visitors. The survey consisted of twenty-one numerically scored model questions, as well as ten multiple choice and five open-ended custom questions developed by SCLDA.
Findings:
About half of visitors (48 percent, n=3,578) to the site identified themselves as “teachers,” by far the largest audience segment. However, if you add in other formal education audiences (Librarian, Curriculum Developer, School Administrator), we find that this segment increases to approximately 56 percent.
9% of SI Digital Visitors self identify at Educators
8% of SI Digital Visitors self identify as Students
Subject area taught by those self-identifying as a teacher (the survey here allowed multiple selections). The data points to a fairly equal distribution between Language Arts (34 percent, n=915) , Science (34 percent, n=915), and Social Studies (33 percent, n=888). Again, it was not a surprise that more generalized subjects are dominant (Language Arts and Social Studies), as 65 percent of teacher survey respondents taught in grades PreK–8.
Motivation: Inherent to understanding satisfaction (the original intention of the survey) was a need to identify the motivations that lead to users arriving at the website. Almost 60 percent (congruent with the number of visitors in formal educational roles) came to the site with aspirations of finding educational resources.
We looked into the actual activities they performed while on the site to correlate intention with real action. Most came to access the content: to read it online (48 percent, n=3,344), to search for it (47 percent, n=3,274), to download it (25 percent, n=1,742), and to share it with others (22 percent, n=1,533).
"What were you primarily looking for today?" We see here a connection between visitor motivation pre-visit and the actions performed on the site. Fifty-nine percent came to the site to "find educational resources," and again the majority end up performing this type of search, in the form of teaching resources, lesson-plan downloads, or content information (clarified in the survey to mean specific information, such as oceanography).
Visitors who indicated that they were primarily looking for teaching resources were asked to clarify their needs. We can see here both the types of information desired (supplemental and topical) as well as the format in which they need it (downloadable).
Methodology
Phases One/Two
Focus groups with twenty classroom educators in Northern California combined with user analytics; literature review & environmental scan
Phase Three
Prototypes were developed and tested by group of sixty-nine classroom educators (grade-level and geographically diverse)
Search and Visualization Tools
The literature suggests that museums need to make resources more findable and to generate assets that are personalized and accessible anytime, anywhere, and on multiple platforms. Classroom educators also asked for:
Search results with thumbnails, previews, tag clouds, and rating systems that allow them to easily identify what is useful and what is not
Personalized search hints
Search capabilities that can be either highly filtered or extremely broad
Engaging, Standards-aligned, Learner-centered Content
Previous findings suggest that classroom educators put student interest and engagement at the top of their list and need content that aligns with learning goals and standards. When analyzing resources, classroom educators want content that will:
Engage students
Allow for student interaction and adaptation
Afford accessibility for various learning styles and levels
Offer coherence with the lesson and multidisciplinary opportunities
Support problem-based learning goals
Support standards-based teaching goals
Convey a virtual museum experience
Instructional Tools
Deeper exploration answered new questions about how classroom educators use museum digital content in their classrooms. When extracting resources, classroom educators want:
Flexible technologies for a diversity of devices and delivery methods
Tools to assess learning
Tools to adjust reading level of text
Ways for classroom educators to upload their self-authored components into a saved file, or resources from other sites or collections
Specific pedagogical tools ( such as Graphic organizers, Vocabulary/glossary builders, and Discussion and question area)
Phase 3, all about prototyping: To look at the learning resources and their construction, but also to look at the…
… platforms on which they are presented.
Search and Visualization (Identifying)
Classroom educators commonly:
Search by entering a general search term, then filtering further if needed. Educators also preferred the gallery view to review their search results. Participants want more intelligence in their searches and results to guide them toward the most valuable resources. This intelligence included auto-complete typing, auto-correct spelling, and similar items for returns that bear few results. (We will also see these suggestions from the student testers in the next study.)
Use a diversity of locations to find what they need and have little loyalty to one site in particular, although they go to educational sites more frequently than non-educational sites.
Use the Facebook Share option that was provided, but the most popular method of sharing was emailing the link to themselves or a colleague.
Authentication, Saving, and Storing (Analyzing)
Classroom educators prefer:
To save resources that they find useful. They will use whatever means available to do it, even if the site does not provide this function.
The flexibility to organize and annotate resources according to their own schemas.
Flexibility in the types of viewing methods available: one for whole-class interaction (where site order is emphasized and only one site is viewed at a time), and one for individual interaction (where student selection is emphasized and all sites are easily accessed).
The ability to allow students to use the site and its tools as much as the classroom educator.
Content that is aligned with Common Core State Standards.
Instructional Tools (Extracting)
Classroom educators:
Were excited about the use of “interactives” with the resources found in the Smithsonian collection.
Appreciated the search functionality of the site but want better visibility of the tools, including prompts and explanations for their use.
Liked being able to upload resources from other sources to augment their collections and appreciated being given tools that make this easier to accomplish within the site.
Methodology
Prototype presented to middle school students in College Park, Maryland and in Chico, California.
Testing was conducted using a predefined set of instructions and tasks. Each testing session included an activity where students were first introduced to the Smithsonian, the research project, and their role as testers. Students were then shown the prototype and walked through how to search, save, and edit collections. Individually, they were then asked to conduct the same search. Finally they were instructed to search, create, and edit a collection based on their own interests. The group was then interviewed for suggestions of improvements.
Unintelligible descriptions: some of the students found that the descriptions were difficult to understand (the information provided on collection items is often museum cataloging information rather than education information specifically designed for students)
Spelling limitations: some of the students could not find the items they were looking for because they could not spell the search terms correctly
Loss of authority: some of the participants thought that the information in their collections was unreliable if they (or anyone else) were able to change the information from the original Smithsonian descriptions (a feature of the prototype)
Participants wanted to see features that are familiar from other search engines/software, such as:
Auto-correct to assist with spelling
Predictive searches
Recommended searches
Filters for inappropriate material
Ability to adjust fonts
Microphone speech for text searching
Participants wanted the ability to personalize their collection by being able to:
Draw on objects
Put external images into their collection
Share collections through social media and email
Export their collection
Create unique collages from multiple images
Participants wanted additional content such as:
Modern photos
Specific information about the items (such as whether or not certain animals are endangered or where the animal lives)
Child-accessible collection descriptions
The project connects the Smithsonian to national efforts to make personalized learning a reality for every U.S. student and includes producing educationally-relevant metadata for 2,500 Smithsonian learning resources, distributing this new metadata via the Learning Registry, and building capacity through professional development opportunities for Smithsonian educators and content creators to develop metadata as they publish new digital learning resources.
Methodology:
METHODOLOGY / SAMPLE
To asses the effects of the project, SCLDA has established an ongoing LRMI Impact Evaluation Study to understand if LRMI metadata enables educators to better discover, analyze, and use Smithsonian resources to create personalized learning resources for their students; and what changes and refinements need to be made to trainings to encourage museum educators to adopt LRMI metadata.
To address these questions 56 classroom educator participants (from across the U.S. and recruited through an external firm) in this study completed the following activities:
Phase One: Online Survey
The survey was designed to understand participants’ current attitudes and expectations regarding digital resource discoverability, analysis, and extraction. The survey was based upon one developed by the LRMI Survey Report (Winter Group, 2013).
Phase Two: Webpage Analysis
To understand participants’ tag or attribute preferences in the analysis of digital resources, participants were asked to view and comment upon four different web environments, each showing metadata describing the same digital resource, World War II on the Home Front: Civic Responsibility but each having a slightly different user interface as determined by the inclusion (or not) of LRMI tags.
Website Markup and Explanation The markup and explanation activity collected similar information as the survey, but through qualitative data. Participants were shown screenshots of metadata describing the Smithsonian digital resource as it could be displayed in two search result environments: 1) Google search results, and 2) California Brokers of Expertise website. Participants were asked to identify and place a virtual pin on two aspects of each environment that supported their analysis. Follow up questions asked the participant to explain their pin placement. Pin placement served as a visual representation of analysis, while participant explanations provided qualitative support.
Website Surf and Explanation
Participants were asked to click on live links to two environments each hosting a landing page describing the Smithsonian digital resource, review the information on the page for no more than 2 minutes, then answer follow-up questions. As with the Website markup activity above, participants were asked to identify two aspects of each landing page which would support their analysis of the digital resource. Participants were asked for deeper explanations about the characteristics of the pages they identified.
Phase Three: Web Analytics
Further assessment on the quantitative impact of LRMI on discovery, analysis, and extraction will be examined through comparative web analytics in the next phase of this study in mid 2015.
To reach these conclusions, the authors examined each of the studies and consulted both the literature analyzed in the individual literature reviews referenced above, as well as more recent literature to identify common conclusions. These are organized below and reflect educational preferences for both searching for learning resources and analyzing their usefulness: 1) educator search preferences, 2) factors that contribute to difficult analysis and resistance to use learning resources, 3) educators’ preferences for learning resources, and 4) educators’ preferences for platform content and functionality.
Image:
Taxidermy primate from the Museum of Zoology and Natural History, Firenzehttps://www.flickr.com/photos/brad-darren/4491924025/in/set-72157605885251208
To reach these conclusions, we examined each of the studies and consulted both the literature analyzed in the individual literature reviews referenced above, as well as more recent literature to identify common conclusions. These are organized below and reflect educational preferences for both searching for learning resources and analyzing their usefulness: 1) educator search preferences, 2) factors that contribute to difficult analysis and resistance to use learning resources, 3) educators’ preferences for learning resources, and 4) educators’ preferences for platform content and functionality.
Enabling effective search for educators reflects both standard website search best practices and also recognizing the need for and providing for descriptive metadata relevant to and understandable by this audience, specifically grade level and subject alignment.
This audience does not appears to have any specific loyalty to particular providers of content nor platforms where learning resources are provided, however, our recent analysis has shown that clear indications of the source of the item coming from a trusted provider (such as the Smithsonian) is useful.
Educators report that the number of search results encountered, further hampered by both the website user interface design and the information provided with museum-based content, detract from their ability to effectively determine if the resources are appropriate for their pedagogical needs. Specifically we found these factors to be the most detrimental:
Educators express some consistent needs when explaining the types of digitally-accessible resources they look for from museums. Many express the desire that the focus of the resources be inter- or multidisciplinary. This may stem from preconceived notions of the types of knowledge contained within museums, but the studies did not offer enough information to firmly conclude this. Secondly, a strong preference was noticed for content that connects with both the interests of the students and accepted teaching standards, such as Common Core State Standards. In terms of format, resources should be adaptable, either in how they are used pedagogically (for various learning or reading styles/abilities) and functionally (flexible to various presentation, sharing, and export formats). Specifically educators are looking for resources that meet these criteria:
When considering the platforms on which educators access educational resources for their classrooms, they seem to prefer ones that consolidate content from a variety of sources (not just the platform provider, for example). As well, they look for tools to make the content more useful, both for their students (such as discussion areas, annotation tools, etc.) and for themselves. They prefer a variety of sharing options (although the SCLDA research indicates that email continues to be the preferred method of sharing resource with other colleagues) and ways to save and sort content for later use. Specifically the research and literature indicates these preferences:
So, where is this leading, for the Smithsonian? Check out the Learning Lab.