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Developing data literacy competencies 
to enhance faculty collaborations 
Don MacMillan 
Liaison Librarian, Biological Sciences, Physics, 
Astronomy & Mathematics 
University of Calgary 
Calgary, Canada
LIBER 2014-Riga 2
LIBER 2014-Riga 3
Collaboration 
Reinvent information literacy (IL) program – 
integrate genetics & biochemistry content 
Course-integrated library/lab project Biology 
311 (October) - Biochemistry 393 (February) 
Investigate the molecular & structural basis of 
inherited diseases using disciplinary data 
550 students per class 
24 lab sections 
10 IL workshops in library classrooms 
LIBER 2014-Riga 4
Why Data Literacy? 
Data-intensive disciplines – robust 
infrastructure - unique research outcomes 
Bioinformatics tools facilitates discovery & 
analysis of life sciences data 
Students conduct research using “real-world” 
solutions using domain repositories 
Librarian re-skilling – enhance our data 
competencies, domain expertise & relevance 
LIBER 2014-Riga 3
Bioinformatics 
Tools for collection & analysis of complex biological data 
Integration 
LIBER 2014-Riga 6 
Information 
Literacy 
Genetics 
BIOL311 
Genes 
Biochemistry 
BCEM393 
Proteins
Bioinformatics – Interoperability 
Genetics 
PubMed 
(Scholarly Literature) 
OMIM 
(Database of genetic 
diseases) 
Gene (Nucleotide 
sequences) 
Biochemistry 
Protein Data Bank 
(Protein Structure) 
UniProt (Protein 
Sequence/Function) 
BLAST & ClustlW 
(Sequence similarity & 
Alignment) 
PyMOL 
(3D Visualization) 
LIBER 2014-Riga 7
Sample Questions 
Genetics 
(October) 
Which chromosome 
is your selected gene 
located? 
Obtain data on gene 
structure, mRNA and 
protein length 
Biochemistry 
(February) 
Locate your Protein’s 
3D coordinates 
What effect does a 
mutation have on 
protein structure & 
function 
LIBER 2014-Riga 8
Gene Data Example 
NCBI’s Gene portal – links to gene & protein data and PubMed 
(e.g. Cystic fibrosis = CFTR Gene) 
LIBER 2014-Riga 9
Protein Data Example 
Protein Data Bank (PDB) – Repository of 3D 
protein structural data – portal to PubMed and 
related data sources 
LIBER 2014-Riga 10
PyMOL 
Three-dimensional (3D) molecular 
visualization system 
Students introduce mutations to study impact on 
protein structure, function & related diseases 
(e.g. KRAS mutation causes certain types of 
cancer) 
LIBER 2014-Riga 11
Implications for Libraries 
Data competencies inform domain expertise 
and…vice versa 
Align library activities with faculty needs, data 
life cycle, (Jaguszewski & Williams 2013) 
Librarian’s need to offer more 
expertise…value (Kenney (Ithaka), 2014) 
Collaboration & “soft skills” critical to 
leveraging expertise and expanding services 
Created a more rigorous & sustainable IL 
program 
LIBER 2014-Riga 12
Impact on student learning 
Innovative learning experience for students – 
data integrates & informs content 
Students able to find “real world” solutions to 
research questions 
Students will be able to manage and analyze 
their data more efficiently 
Peer-reviewed presentations demonstrate 
deeper understanding of subjects 
LIBER 2014-Riga 13
Best Practices 
Must be course-integrated – worth % 
Develop sequential steps – simple to 
complex 
Students learn best by doing – allow 
hands-on interactivity & flexibility 
Tailor relevant data sources to specific 
questions 
Advantageous to have consistent delivery 
to all lab sections 
LIBER 2014-Riga 14
Assessment 
n Students prepare poster & presentation (mark and peers) 
n Peer-Review “Marking Rubric” 
n TooFast (Free Assessment Summary Tool) 
https://www.toofast.ca/ 
LIBER 2014-Riga 15
Student feedback 
n “It was good that we were able to use things that we learned in BIOL 
311 to understand things in BCEM 393. I think that I learned more 
because I could see how labs and topics in the two courses related to 
each other” 
n “I liked how the library and computer labs were hands-on. The TAs 
and library people were there to help us and not just tell us what to 
do. I think it was more fun and we got more out of it by doing things 
on our own instead of following a step-by-step recipe in the lab 
manual” 
n “The presentations gave me the chance to learn many valuable skills. 
I liked picking the disease to study and doing the project with a 
partner. I also liked hearing about how other groups went about 
doing their projects in different ways” 
LIBER 2014-Riga 16
Thank You – Paldies! 
Don MacMillan 
Liaison Librarian, Biological Sciences, Physics, Astronomy & 
Mathematics 
University of Calgary 
Calgary, Canada 
macmilld@ucalgary.ca 
LIBER 2014-Riga 17
Bibliography 
n Jaguszewski, J.M., Williams, K. (2013). New Roles for New Times: Transforming 
Liaison Roles in Research Libraries. Association of Research Libraries. Retrieved 
from http://www.arl.org/storage/documents/publications/NRNT-Liaison- 
Roles-final.pdf 
n Kenney, A.R. (2014) Leveraging the Liaison model: From Defining 21st Century 
Research Libraries to Implementing 21st Century Research Universities. Ithaka S+R. 
Retrieved from 
http://www.sr.ithaka.org/sites/default/files/files/SR_BriefingPaper_Kenney_201 
40322.pdf 
LIBER 2014-Riga 18
Resources 
n NCBI 
http://www.ncbi.nlm.nih.gov/ 
n OMIM 
http://www.ncbi.nlm.nih.gov/omim 
n Protein Data Bank 
http://www.rcsb.org/pdb/home/home.do 
n UniProt 
http://www.uniprot.org/ 
n PyMOL 
http://www.pymol.org/ 
LIBER 2014-Riga 19

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Developing Data Literacy Competencies to Enhance Faculty Collaborations

  • 1. Developing data literacy competencies to enhance faculty collaborations Don MacMillan Liaison Librarian, Biological Sciences, Physics, Astronomy & Mathematics University of Calgary Calgary, Canada
  • 4. Collaboration Reinvent information literacy (IL) program – integrate genetics & biochemistry content Course-integrated library/lab project Biology 311 (October) - Biochemistry 393 (February) Investigate the molecular & structural basis of inherited diseases using disciplinary data 550 students per class 24 lab sections 10 IL workshops in library classrooms LIBER 2014-Riga 4
  • 5. Why Data Literacy? Data-intensive disciplines – robust infrastructure - unique research outcomes Bioinformatics tools facilitates discovery & analysis of life sciences data Students conduct research using “real-world” solutions using domain repositories Librarian re-skilling – enhance our data competencies, domain expertise & relevance LIBER 2014-Riga 3
  • 6. Bioinformatics Tools for collection & analysis of complex biological data Integration LIBER 2014-Riga 6 Information Literacy Genetics BIOL311 Genes Biochemistry BCEM393 Proteins
  • 7. Bioinformatics – Interoperability Genetics PubMed (Scholarly Literature) OMIM (Database of genetic diseases) Gene (Nucleotide sequences) Biochemistry Protein Data Bank (Protein Structure) UniProt (Protein Sequence/Function) BLAST & ClustlW (Sequence similarity & Alignment) PyMOL (3D Visualization) LIBER 2014-Riga 7
  • 8. Sample Questions Genetics (October) Which chromosome is your selected gene located? Obtain data on gene structure, mRNA and protein length Biochemistry (February) Locate your Protein’s 3D coordinates What effect does a mutation have on protein structure & function LIBER 2014-Riga 8
  • 9. Gene Data Example NCBI’s Gene portal – links to gene & protein data and PubMed (e.g. Cystic fibrosis = CFTR Gene) LIBER 2014-Riga 9
  • 10. Protein Data Example Protein Data Bank (PDB) – Repository of 3D protein structural data – portal to PubMed and related data sources LIBER 2014-Riga 10
  • 11. PyMOL Three-dimensional (3D) molecular visualization system Students introduce mutations to study impact on protein structure, function & related diseases (e.g. KRAS mutation causes certain types of cancer) LIBER 2014-Riga 11
  • 12. Implications for Libraries Data competencies inform domain expertise and…vice versa Align library activities with faculty needs, data life cycle, (Jaguszewski & Williams 2013) Librarian’s need to offer more expertise…value (Kenney (Ithaka), 2014) Collaboration & “soft skills” critical to leveraging expertise and expanding services Created a more rigorous & sustainable IL program LIBER 2014-Riga 12
  • 13. Impact on student learning Innovative learning experience for students – data integrates & informs content Students able to find “real world” solutions to research questions Students will be able to manage and analyze their data more efficiently Peer-reviewed presentations demonstrate deeper understanding of subjects LIBER 2014-Riga 13
  • 14. Best Practices Must be course-integrated – worth % Develop sequential steps – simple to complex Students learn best by doing – allow hands-on interactivity & flexibility Tailor relevant data sources to specific questions Advantageous to have consistent delivery to all lab sections LIBER 2014-Riga 14
  • 15. Assessment n Students prepare poster & presentation (mark and peers) n Peer-Review “Marking Rubric” n TooFast (Free Assessment Summary Tool) https://www.toofast.ca/ LIBER 2014-Riga 15
  • 16. Student feedback n “It was good that we were able to use things that we learned in BIOL 311 to understand things in BCEM 393. I think that I learned more because I could see how labs and topics in the two courses related to each other” n “I liked how the library and computer labs were hands-on. The TAs and library people were there to help us and not just tell us what to do. I think it was more fun and we got more out of it by doing things on our own instead of following a step-by-step recipe in the lab manual” n “The presentations gave me the chance to learn many valuable skills. I liked picking the disease to study and doing the project with a partner. I also liked hearing about how other groups went about doing their projects in different ways” LIBER 2014-Riga 16
  • 17. Thank You – Paldies! Don MacMillan Liaison Librarian, Biological Sciences, Physics, Astronomy & Mathematics University of Calgary Calgary, Canada macmilld@ucalgary.ca LIBER 2014-Riga 17
  • 18. Bibliography n Jaguszewski, J.M., Williams, K. (2013). New Roles for New Times: Transforming Liaison Roles in Research Libraries. Association of Research Libraries. Retrieved from http://www.arl.org/storage/documents/publications/NRNT-Liaison- Roles-final.pdf n Kenney, A.R. (2014) Leveraging the Liaison model: From Defining 21st Century Research Libraries to Implementing 21st Century Research Universities. Ithaka S+R. Retrieved from http://www.sr.ithaka.org/sites/default/files/files/SR_BriefingPaper_Kenney_201 40322.pdf LIBER 2014-Riga 18
  • 19. Resources n NCBI http://www.ncbi.nlm.nih.gov/ n OMIM http://www.ncbi.nlm.nih.gov/omim n Protein Data Bank http://www.rcsb.org/pdb/home/home.do n UniProt http://www.uniprot.org/ n PyMOL http://www.pymol.org/ LIBER 2014-Riga 19