This document summarizes several studies conducted by Beth Picknally Camden at the University of Pennsylvania Libraries. The first study examined the fast-track replacement process for missing books and found that about half of sampled replacements were no longer missing. Replacement copies circulated less than original copies. A second study looked at the cost and value of periodical check-in and found through surveys that patrons rarely had questions about current issues. A third study analyzed the costs and activity of returning books to vendors for approval plans and found declining return rates over three years.
Presentation to the ALCTS Technical Services Directors of Large Research Libraries Interest Group about the current status of Kuali OLE and future plans. Co-presenter: Carlen Ruschoff
Presented as part of the session "Planning for Future OLE Implementations" at Kuali Days 2015. Includes Penn's implementation timeline and progress as of Nov. 2015.
The document discusses Penn's video catalog (VCAT) which contains over 25,000 records of videos from Penn's collections. Over the course of a year, 7,000 records were updated to standardize fields and add relationship designators and terms to roles like director, producer, and screenwriter. Lessons from developing VCAT include standardizing records, creating a substantial corpus, and routinely maintaining the catalog. Plans are to update ingest specifications to include both old and new relationship designators from RDA in the same facet fields.
The document summarizes employers' perspectives on cataloging and metadata education. It finds that organizational changes like budget cuts and staff reductions have led to different types of positions, including temporary, part-time, and hybrid roles. Employers seek candidates with both technical skills like RDA and coding, as well as soft skills like communication, flexibility and teaching ability. Candidate pools are large but many lack qualifications. Employers emphasize the importance of practical experience through internships and want MLS programs to better balance theory and practice to prepare students for evolving roles in cataloging and metadata.
Presented at the NISO Virtual Conference: Using Open Source in Your Institution, Wednesday, February 17, 2016
http://www.niso.org/news/events/2016/virtual_conference/feb17_virtualconf/
In this webinar, Sageaworks presents some of the methodologies that institutions are most likely to use with CRE or commercial real estate pools under the CECL model. The recording is accessible here: http://web.sageworks.com/cecl-methodology-webinar-series/
The document summarizes the results of a survey on liaison responsibilities in collection management. It found that liaison work is performed throughout libraries by staff in different departments. Respondents indicated they would like more training opportunities, as there is no clear standard for liaison responsibilities. The document provides practical advice for liaison work, such as building relationships, being open-minded, and utilizing multiple communication avenues. It also outlines what faculty want from librarians, such as clear communication and subject expertise.
The document summarizes the results of a survey on liaison responsibilities in collection management. It found that liaison work is performed throughout libraries by staff in different departments. Respondents indicated they would like more training opportunities, as there is no clear standard for liaison responsibilities. The document provides practical advice for liaison work, such as building relationships, being open-minded, and utilizing multiple communication avenues. It also outlines what faculty want from librarians, such as clear communication and subject expertise.
This document provides an overview of key performance indicators (KPIs) and profitability analysis for software-as-a-service (SaaS) companies. It discusses metrics like monthly recurring revenue, churn, customer lifetime value, customer acquisition cost, and time to profit. Sample data is also presented to illustrate how these KPIs can be calculated and analyzed over time to evaluate the financial health and growth trajectory of a SaaS business.
This document provides an overview and analysis of various donor acquisition, retention, and fundraising strategies. It examines metrics and results for prospecting, renewals, appeals, monthly giving, and digital fundraising across multiple channels and donor segments. Renewals and appeals are found to be most effective for retention and upgrading current donors. Monthly giving programs aim to increase lifetime donor value through recurring donations. Digital strategies focus on optimizing website traffic and monetizing email lists. Segmentation and testing of different donor groups allows for tailored approaches to drive longer-term engagement and growth.
Samsung and Toshiba are the most well-known fridge brands in Thailand. TV ads and point-of-sale displays are effective for building brand awareness. Samsung has the largest market share. Electronic saving is the top criteria for choosing a fridge brand. Most consumers are satisfied with their current brand, but some note issues with frost and deodorizing. Samsung has the highest brand loyalty despite Mitsubishi receiving the highest satisfaction rates.
Sample practice assessment analysis reportSteven Sunder
油
This document provides an analysis and recommendations to bridge performance gaps at XYZ Eye Institute across 5 key areas: strategic business planning, operations, information technology, productivity, and financial improvement. It identifies current benchmarks and performance, such as low patient encounters per hour and high accounts receivable aging. Recommendations include implementing an electronic medical records system, online ordering, and care team model to improve productivity and revenue. Financial projections estimate over $130,000 in potential annual cost savings and revenue increases. Key performance indicators are proposed for monthly tracking of goals.
Features of Successful Inclining Block Water Conservation Rate StructuresThe Texas Network, LLC
油
This document summarizes key features of successful inclining block water conservation rate structures. It discusses balancing priorities like sustainability, conducting a cost of service analysis, developing conservation rates, financial considerations like reserve policies and fixed cost recovery, examples of block sizing and pricing, and modeling changes in demand from price elasticity. The overall presentation provides guidance on effectively designing and implementing inclining block water rates to promote both conservation and financial sustainability.
Data & Sustainability: How the Right Data Creates SuccessSightlines
油
Many sustainability officers are stretched thin by their duties, which includes a heavy workload of measuring and reporting data, both internally and externally. Despite this potential drawback, data is not the enemy of sustainability leaders. In fact, data and sustainability can go hand-in-hand as you build your case and outline opportunities for future improvements.
In this presentation, you'll learn:
- How data can help you overcome industry trends and make a difference on campus
- Ways data can build constituency around sustainability goals
- The value of verified data & peer context
- How reporting burdens can be eased
Customer dynamics have been permanently altered by the Internet. Companies are discovering that a high percentage of their new customers are hit-&-runners who buy and leave. Creating a marketing strategy based on individual customer types and buying preferences increases lifetime value, lifespan, and profitability.
Current job trends in the RN labor market, where the jobs are, and estimates of future demand.
Presenters: Joanne Spetz, Professor at the
Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco;
Teri Hollingsworth, Vice President, Human Resources Services,
Hospital Association of Southern California;
Judee Berg, Executive Director of the California Institute for Nursing & Health Care
This document summarizes a cross-sectional study conducted on loan-taking consumers in rural India. It analyzes demographic data, loan behaviors, attributes affecting satisfaction, and psychographic segmentation. Key findings include that vehicle loans are most common, the average loan amount is 3-5 lakhs, and there are some differences in loan purpose between North and South India. Attributes like loan processing time, property mortgaged, and repayment period also differed between regions.
This document summarizes the results of a cross-sectional study conducted on loan availing consumers in rural India. It analyzes the demographics, loan taking behavior, attributes affecting satisfaction, and psychographic segmentation of the respondents. Key findings include that vehicle loans are most common, the average loan amount is between 3-5 lakhs, and there are some differences in loan purpose between consumers in North and South India. Regression analysis identified the most important attributes predicting overall satisfaction.
LG, Panasonic and Samsung are top 3 well-known Air-conditioner brands in Indonesia
LG is the leader of Air-Conditioner market in Indonesia (39% market share)
Find more at: http://www.di-onlinesurvey.com/
15 minute presentation regarding the marketing research study that my group completed for the Tampa Downtown Partnership, a development firm in Tampa, FL. This presentation was created for Dr. Hemant Rustogi\'s Marketing Research capstone course at the University of Tampa. This PowerPoint was designed in the 2007 edition and therefore some fonts, colors and features may not appear in their original format as 際際滷share does not support 2007 files.
The document discusses how a bill recycler (VNR) can improve the consumer payment experience in vending machines and increase sales. It presents data showing that consumers do not typically carry enough $1 bills and coins to enable purchases above $1. Enabling $5, $10, and $20 bill acceptance through recycling captures lost sales by matching the retail experience. Field trials demonstrated sales lifts ranging from 15-33% from bill recycling. Operators benefit from increased sales without concerns of coin shortages.
The final presentation file for my PhD Defense that took place on February 21st, 2014 in Alcala de Henares, Spain. For any questions or clarification please contact me at palavitsinis@gmail.com
The document discusses the concepts of cost versus value and the real estate appraisal process. It provides definitions of key terms like appraisal, cost, and market value. It also outlines the different types of appraisals used like the Uniform Residential Appraisal Report and Small Residential Income Report. Finally, it discusses important appraisal concepts like the three C's and D's of comparable properties, highest and best use, and the three approaches to value.
This document describes a study on conversion rates and their main drivers for an exclusive brand outlet (EBO). The objectives are to identify factors influencing conversion rates, study consumer preferences and buying habits, assess customer satisfaction, and compare customer and employee perceptions. It outlines the research design which includes exploratory and conclusive primary and secondary research through surveys and statistical analysis. Key findings from the customer survey data include that over half of respondents visit the EBO once a month and find what they are looking for. Statistical analysis of the data found relationships between some demographic factors and customer perceptions while others were independent.
The document summarizes the results of a survey on liaison responsibilities in collection management. It found that liaison work is performed throughout libraries by staff in different departments. Respondents indicated they would like more training opportunities, as there is no clear standard for liaison responsibilities. The document provides practical advice for liaison work, such as building relationships, being open-minded, and utilizing multiple communication avenues. It also outlines what faculty want from librarians, such as clear communication and subject expertise.
This document provides an overview of key performance indicators (KPIs) and profitability analysis for software-as-a-service (SaaS) companies. It discusses metrics like monthly recurring revenue, churn, customer lifetime value, customer acquisition cost, and time to profit. Sample data is also presented to illustrate how these KPIs can be calculated and analyzed over time to evaluate the financial health and growth trajectory of a SaaS business.
This document provides an overview and analysis of various donor acquisition, retention, and fundraising strategies. It examines metrics and results for prospecting, renewals, appeals, monthly giving, and digital fundraising across multiple channels and donor segments. Renewals and appeals are found to be most effective for retention and upgrading current donors. Monthly giving programs aim to increase lifetime donor value through recurring donations. Digital strategies focus on optimizing website traffic and monetizing email lists. Segmentation and testing of different donor groups allows for tailored approaches to drive longer-term engagement and growth.
Samsung and Toshiba are the most well-known fridge brands in Thailand. TV ads and point-of-sale displays are effective for building brand awareness. Samsung has the largest market share. Electronic saving is the top criteria for choosing a fridge brand. Most consumers are satisfied with their current brand, but some note issues with frost and deodorizing. Samsung has the highest brand loyalty despite Mitsubishi receiving the highest satisfaction rates.
Sample practice assessment analysis reportSteven Sunder
油
This document provides an analysis and recommendations to bridge performance gaps at XYZ Eye Institute across 5 key areas: strategic business planning, operations, information technology, productivity, and financial improvement. It identifies current benchmarks and performance, such as low patient encounters per hour and high accounts receivable aging. Recommendations include implementing an electronic medical records system, online ordering, and care team model to improve productivity and revenue. Financial projections estimate over $130,000 in potential annual cost savings and revenue increases. Key performance indicators are proposed for monthly tracking of goals.
Features of Successful Inclining Block Water Conservation Rate StructuresThe Texas Network, LLC
油
This document summarizes key features of successful inclining block water conservation rate structures. It discusses balancing priorities like sustainability, conducting a cost of service analysis, developing conservation rates, financial considerations like reserve policies and fixed cost recovery, examples of block sizing and pricing, and modeling changes in demand from price elasticity. The overall presentation provides guidance on effectively designing and implementing inclining block water rates to promote both conservation and financial sustainability.
Data & Sustainability: How the Right Data Creates SuccessSightlines
油
Many sustainability officers are stretched thin by their duties, which includes a heavy workload of measuring and reporting data, both internally and externally. Despite this potential drawback, data is not the enemy of sustainability leaders. In fact, data and sustainability can go hand-in-hand as you build your case and outline opportunities for future improvements.
In this presentation, you'll learn:
- How data can help you overcome industry trends and make a difference on campus
- Ways data can build constituency around sustainability goals
- The value of verified data & peer context
- How reporting burdens can be eased
Customer dynamics have been permanently altered by the Internet. Companies are discovering that a high percentage of their new customers are hit-&-runners who buy and leave. Creating a marketing strategy based on individual customer types and buying preferences increases lifetime value, lifespan, and profitability.
Current job trends in the RN labor market, where the jobs are, and estimates of future demand.
Presenters: Joanne Spetz, Professor at the
Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco;
Teri Hollingsworth, Vice President, Human Resources Services,
Hospital Association of Southern California;
Judee Berg, Executive Director of the California Institute for Nursing & Health Care
This document summarizes a cross-sectional study conducted on loan-taking consumers in rural India. It analyzes demographic data, loan behaviors, attributes affecting satisfaction, and psychographic segmentation. Key findings include that vehicle loans are most common, the average loan amount is 3-5 lakhs, and there are some differences in loan purpose between North and South India. Attributes like loan processing time, property mortgaged, and repayment period also differed between regions.
This document summarizes the results of a cross-sectional study conducted on loan availing consumers in rural India. It analyzes the demographics, loan taking behavior, attributes affecting satisfaction, and psychographic segmentation of the respondents. Key findings include that vehicle loans are most common, the average loan amount is between 3-5 lakhs, and there are some differences in loan purpose between consumers in North and South India. Regression analysis identified the most important attributes predicting overall satisfaction.
LG, Panasonic and Samsung are top 3 well-known Air-conditioner brands in Indonesia
LG is the leader of Air-Conditioner market in Indonesia (39% market share)
Find more at: http://www.di-onlinesurvey.com/
15 minute presentation regarding the marketing research study that my group completed for the Tampa Downtown Partnership, a development firm in Tampa, FL. This presentation was created for Dr. Hemant Rustogi\'s Marketing Research capstone course at the University of Tampa. This PowerPoint was designed in the 2007 edition and therefore some fonts, colors and features may not appear in their original format as 際際滷share does not support 2007 files.
The document discusses how a bill recycler (VNR) can improve the consumer payment experience in vending machines and increase sales. It presents data showing that consumers do not typically carry enough $1 bills and coins to enable purchases above $1. Enabling $5, $10, and $20 bill acceptance through recycling captures lost sales by matching the retail experience. Field trials demonstrated sales lifts ranging from 15-33% from bill recycling. Operators benefit from increased sales without concerns of coin shortages.
The final presentation file for my PhD Defense that took place on February 21st, 2014 in Alcala de Henares, Spain. For any questions or clarification please contact me at palavitsinis@gmail.com
The document discusses the concepts of cost versus value and the real estate appraisal process. It provides definitions of key terms like appraisal, cost, and market value. It also outlines the different types of appraisals used like the Uniform Residential Appraisal Report and Small Residential Income Report. Finally, it discusses important appraisal concepts like the three C's and D's of comparable properties, highest and best use, and the three approaches to value.
This document describes a study on conversion rates and their main drivers for an exclusive brand outlet (EBO). The objectives are to identify factors influencing conversion rates, study consumer preferences and buying habits, assess customer satisfaction, and compare customer and employee perceptions. It outlines the research design which includes exploratory and conclusive primary and secondary research through surveys and statistical analysis. Key findings from the customer survey data include that over half of respondents visit the EBO once a month and find what they are looking for. Statistical analysis of the data found relationships between some demographic factors and customer perceptions while others were independent.
9th Edition of International Research Awards |28-29 March 2025 | San Francisco, United States
The International Research Awards recognize exceptional research contributions, innovation, and excellence across various fields. This prestigious award honors outstanding researchers, scientists, and scholars who have made significant impacts in their respective disciplines, fostering a culture of innovation and discovery.
Design Data Model Objects for Analytics, Activation, and AIaaronmwinters
油
Explore using industry-specific data standards to design data model objects in Data Cloud that can consolidate fragmented and multi-format data sources into a single view of the customer.
Design of the data model objects is a critical first step in setting up Data Cloud and will impact aspects of the implementation, including the data harmonization and mappings, as well as downstream automations and AI processing. This session will provide concrete examples of data standards in the education space and how to design a Data Cloud data model that will hold up over the long-term as new source systems and activation targets are added to the landscape. This will help architects and business analysts accelerate adoption of Data Cloud.
Optimizing Common Table Expressions in Apache Hive with CalciteStamatis Zampetakis
油
In many real-world queries, certain expressions may appear multiple times, requiring repeated computations to construct the final result. These recurring computations, known as common table expressions (CTEs), can be explicitly defined in SQL queries using the WITH clause or implicitly derived through transformation rules. Identifying and leveraging CTEs is essential for reducing the cost of executing complex queries and is a critical component of modern data management systems.
Apache Hive, a SQL-based data management system, provides powerful mechanisms to detect and exploit CTEs through heuristic and cost-based optimization techniques.
This talk delves into the internals of Hive's planner, focusing on its integration with Apache Calcite for CTE optimization. We will begin with a high-level overview of Hive's planner architecture and its reliance on Calcite in various planning phases. The discussion will then shift to the CTE rewriting phase, highlighting key Calcite concepts and demonstrating how they are employed to optimize CTEs effectively.
HIRE MUYERN TRUST HACKER FOR AUTHENTIC CYBER SERVICESanastasiapenova16
油
Its hard to imagine the frustration and helplessness a 65-year-old man with limited computer skills must feel when facing the aftermath of a crypto scam. Recovering a hacked trading wallet can feel like an absolute nightmare, especially when every step seems to lead you into an endless loop of failed solutions. Thats exactly what I went through over the past four weeks. After my trading wallet was compromised, the hacker changed my email address, password, and even removed my phone number from the account. For someone with little technical expertise, this was not just overwhelming, it was a disaster. Every suggested solution I came across in online help centers was either too complex or simply ineffective. I tried countless links, tutorials, and forums, only to find myself stuck, not even close to reclaiming my stolen crypto. In a last-ditch effort, I turned to Google and stumbled upon a review about MUYERN TRUST HACKER. At first, I was skeptical, like anyone would be in my position. But the glowing reviews, especially from people with similar experiences, gave me a glimmer of hope. Despite my doubts, I decided to reach out to them for assistance.The team at MUYERN TRUST HACKER immediately put me at ease. They were professional, understanding, and reassuring. Unlike other services that felt impersonal or automated, they took the time to walk me through every step of the recovery process. The fact that they were willing to schedule a 25-minute session to help me properly secure my account after recovery was invaluable. Today, Im grateful to say that my stolen crypto has been fully recovered, and my account is secure again. This experience has taught me that sometimes, even when you feel like all hope is lost, theres always a way to fight back. If youre going through something similar, dont give up. Reach out to MUYERN TRUST HACKER. Even if youve already tried everything, their expertise and persistence might just be the solution you need.I wholeheartedly recommend MUYERN TRUST HACKER to anyone facing the same situation. Whether youre a novice or experienced in technology, theyre the right team to trust when it comes to recovering stolen crypto or securing your accounts. Dont hesitate to contact them, it's worth it. Reach out to them on telegram at muyerntrusthackertech or web: ht tps :// muyerntrusthacker . o r g for faster response.
My experimental studies on information cascades and herding behavior, comparing Bayesian belief updating with other behavioral heuristics that account for the observed behaviors
Data Privacy presentation for companies.pptxharmardir
油
**Data Privacy Presentation**
**Introduction**
In the digital age, data privacy has become a crucial topic for individuals and organizations. As technology advances, the amount of personal and sensitive data being collected, stored, and processed continues to grow. Protecting this data from unauthorized access, breaches, and misuse is essential to maintaining trust and compliance with legal requirements.
**What is Data Privacy?**
Data privacy refers to the protection of personal and sensitive information from unauthorized access, use, or disclosure. It involves ensuring that individuals have control over how their data is collected, shared, and used. Data privacy is a fundamental right and plays a critical role in cybersecurity.
**Why is Data Privacy Important?**
1. **Protecting Personal Information:** Safeguarding data such as financial records, health information, and personal identifiers prevents identity theft and fraud.
2. **Regulatory Compliance:** Governments and international bodies have implemented strict data protection laws, such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), to ensure companies handle data responsibly.
3. **Maintaining Trust:** Organizations that prioritize data privacy build trust with their customers and stakeholders, enhancing their reputation and credibility.
4. **Preventing Cyber Threats:** Cybercriminals often target personal and corporate data for financial gain. Strong data privacy measures reduce the risk of data breaches and cyberattacks.
**Key Data Privacy Regulations**
- **General Data Protection Regulation (GDPR):** Enforced in the European Union, GDPR sets strict guidelines on data collection, processing, and storage. It grants individuals rights over their personal data and imposes hefty fines for non-compliance.
- **California Consumer Privacy Act (CCPA):** A U.S.-based regulation that provides California residents with rights to know, delete, and opt out of the sale of their personal data.
- **Health Insurance Portability and Accountability Act (HIPAA):** Protects sensitive health information in the U.S.
- **Personal Data Protection Act (PDPA):** Enforces data protection measures in countries like Singapore.
**Challenges in Data Privacy**
1. **Growing Volume of Data:** With the rise of big data and cloud storage, managing and securing vast amounts of information is challenging.
2. **Evolving Cyber Threats:** Hackers continuously develop new methods to exploit vulnerabilities, making data security a constant battle.
3. **Lack of Awareness:** Many users and employees are unaware of best practices for protecting their data, leading to unintentional breaches.
4. **Compliance Complexity:** Different regulations across regions create difficulties for multinational organizations in ensuring full compliance.
**Best Practices for Data Privacy**
- **Data Encryption:** Encrypt sensitive information to protect it from unauthorized access.
- **Strong Authenti
4. Fast-track replacement is a process where we
purchase replacements for missing books
before they are fully searched & declared lost.
Reason for study:
time pressure; niche workflow
Staff reporting that many books were found by the
time replacement arrived
Growth of BD/EZB seen as replacing the need
5. Costs
Sample of 75 replacements over 3 FYs
Circulation data
Discussions with bibliographers
8. Couldnt get report with all the factors that I
wanted to consider
So used sample for a deep dive
Voyager searching
BD/EZB reports
9. Nearly half of the sampled titles (46.7%) were
no longer missing
Replacement copies circulated fewer times
than originals
11 of the 75 titles (14.6%) had no charges for
either the original or replacement copies
58 of the 75 titles were never borrowed
BD/EZB
Bibliographers valued fast-track
13. Total salaries $ 77,216.00
current periodicals (est.) 5500
Annual cost per title $ 14.04
FY11 collection spending
Monograph: $ 3,686,338.19 24.82%
Serial: $ 1,507,453.46 10.15%
Electronic: $ 9,031,362.90 60.80%
General funds: $ 629,180.47 4.24%
14. 2 minute paper survey
The survey results indicated:
Users found issues they needed on the shelves
(71%)
Users consulted catalog first (64%)
If not found: they equally either ask for help,
request an ILL, or use the online version
15. Two week period tracked patron questions
relating to current periodicals at various
locations
Total (in-person; phone; IM/Chat): 1,011
Questions relating to current periodicals: 38
(3.75%)
16. Value of check-in
Collection integrity
Fiscal responsibility
Competence and service quality
Vendor reliability and accountability
Also gathered info about current WF
problems
17. Voyager does not provide any data to track
staff productivity; time spent on check-in;
who did the check-in; etc.
Web analytics could not be gathered to track
patron use of current issue information
18. Report recommended continuing check-in
Deciding factor: fiscal responsibility
Appendix documented a variety of workflow
and timeliness problems. Many have been
addressed.
19. This study looked at activity of returning books
to vendors, for both approval plans and firm
orders, and included a review of related
activities including bibliographer review of
approval books.
21. Cost of returns
annual cost cost per item
Staff time to process
returns $ 14,528.80 $ 23.97
Return Postage $ 2,500.00 $ 4.13
Total $ 17,028.80 $ 28.10
22. 30+ approval plans
3 years of data:
Number received (up slightly over 3 years)
Number returned (declining over 3 years)
Calculated % returned for each vendor
Overall return rate declining 4%2%
24. Approval Return Reasons
damaged/defective 40 2%
duplicate 564 29%
no to series 13 1%
poor quality 21 1%
reprint 12 1%
scope 656 34%
textbook 3 0%
too expensive 56 3%
vendor error 1 0%
wrong format 2 0%
no reason 563 29%
25. LC Class Shipped Returned % Ret'd
A 12 0 0%
B 1828 21 1%
C 84 0 0%
D 1299 6 0%
E 637 1 0%
F 374 1 0%
G 449 28 6%
H 2937 36 1%
J 970 5 1%
K 460 54 12%
L 551 5 1%
LC Class Shipped Returned % Ret'd
M 335 0 0%
N 664 11 2%
P 3839 12 0%
Q 460 76 17%
R 184 14 8%
S 55 2 4%
T 357 55 15%
U 183 27 15%
V 35 5 14%
Z 47 1 2%
Total 15760 360 2%
26. Eliminated plan with high rate of return
Shared data with Coll Dev for updating
profiles
Not returning books costing $25 or less
Used data (reduction in returns) to justify
changing staff duties to union
27. Time consuming
Not all data available
Unexpected findings about related WF
Assumptions may/may not be proven
Other factors beyond data can influence
decisions
Determining the VALUE of a service is more
difficult than determining the COST
28. Driving With Data: A Roadmap for
Evidence-Based Decision Making in
Academic Libraries Marcum & Schonfeld
Editor's Notes
#3: Business definition (real money):
Some people think ROI is only calculated in financial terms, but it more broadly refers to any positive or negative business outcomes that are the result of making a particular investment. The油"return"油might be measured by progress toward goals, positive impact on intangible assets, increased competence, improved morale, employee or partner satisfaction, and other non-financial benefits. Costs can be calculated in both financial terms and in non-financial terms such as risk or impact on intangible assets and resources. http://www.valuenetworksandcollaboration.com/advanced/tipsforcostbenefit.html
Library ROI:
-Public libraries: economic impact in a given community of library budget
In the study of Florida public libraries, a total of 17 public libraries were analyzed to assess the benefits to adult users who were 18 years of age or older; this study also considered the economic impact on these users....The analysis showed that approximately $6.40 of the total value per $1 of the budget was created.
http://www.ala.org/research/librariesmatter/taxonomy/term/129
-Academic libraries: focusing on student/researcher impact
Value of Academic Libraries Toolkit http://www.ala.org/acrl/issues/value/valueofacademiclibrariestoolkit#Academic%20Library%20ROI
My approach
-Investment=Cost (Salaries; Collection $; Shipping; supplies; other)
-Return=Value
-Internal: impact on other WF; impact on other depts
-External: User impactdirect/indirect
Value is the hardest to measure
#10: So, BD.EZB assumption was not true
Bibliographers valued fast-track (low cost; no decision needed; not subject funds)
#11: Single person study
Took a lot of time
Decision to use group for next study
#12: Late 2011
Pet project of the library director
#14: Note: Voyager can give us a count of subscriptions, but not a count of just periodical subscriptions which are currently received.
Serials budget includes all print serials (not just periodicals) and print+online
NOT MUCH DATA
#15: distributed near the current periodicals area in 20 locations; 2 week period; 39 returned; chiefly from 3 locations ADD QUESTIONS
-results were small and somewhat skewed by a larger number of returns from one small library
-one key point: 64% claimed to check catalog firstUSER VALUE of check-in information in the catalog
#16: Very small % but PS staff give a strong emphasis on using check-in records to answer questions: answer with authority
#17: Collection integritywe wont know what we own; we wont be able to claim
Fiscal responsibilityaudit trail; we prepay; if no check in no records of univ assets
Service speaking with authority about whether we have an issue
#19: Group process for this study did not work well
-less open to change than we would like
Director not happy with result
-we will revisit at some point
#25: Voyager report (3 FYs)note does not include all returns (we dont add records for all approvals at the point of receipt); so not included in this table
No reason: YBP has discontinued slips with reason for return; so more recent returns do not have a reason
Dupl: w/ diff. plan; w/ e-resource; w/ firm order; w/ gift; w/ standing order
Scope: language; narrow geog.; out of scope; peripheral interest; too specialized; sufficient coverage; too narrow; too popular; wrong level
Both Dupl & Scope point to the need for better awareness of app profiles
#26: From YBP report FY12
Although the overall return rate is low at 2%, several of the LC classes show
a high rate of return, including several in the double-digits (K, Q, T, U, and V).
To clarify the picture further, we looked at returns rates by subclass.
22 subclasses had a return rate of 25% or higher;
several subclasses had a 100% return rate (chiefly in K).
An additional 18 subclasses had return rates of 10-14%.
These subclasses should be reviewed by bibliographers to consider moving
to the YBP slip plan. This would further reduce the number of returns.
In general, small numbers in a subject area lend to a higher return rate.
Also note that the classes with 0-1% are clear candidates for shelf ready (currently only Literature is shelf ready)
#27: -considering moving to $50 cost as the cut off for returns
-path for position elimination not clear