Skip to Main Content

insightsarticles

Data is a
four-letter
word. Governance is not.

04.11.19

“The world is one big data problem,” says MIT scientist and visionary Andrew McAfee.

That’s a daunting (though hardly surprising) quote for many in data-rich sectors, including higher education. Yet blaming data is like blaming air for a malfunctioning wind turbine. Data is a valuable asset that can make your institution move.

To many of us, however, data remains a four-letter word. The real culprit behind the perceived data problem is our handling and perception of data and the role it can play in our success—that is, the relegating of data to a select, responsible few, who are usually separated into hardened silos. For example, a common assumption in higher education is that the IT team can handle it. Not so. Data needs to be viewed as an institutional asset, consumed by many and used by the institution for the strategic purposes of student success, scholarship, and more.

The first step in addressing your “big” data problem? Data governance.

What is data governance?

There are various definitions, but the one we use with our clients is “the ongoing and evolutionary process driven by leaders to establish principles, policies, business rules, and metrics for data sharing.”

Please note that the phrase “IT” does not appear anywhere in this definition.

Why is data governance necessary? For many reasons, including:

  1. Data governance enables analytics. Without data governance, it’s difficult to gain value from analytics initiatives which will produce inconsistent results. A critical first step in any data analytics initiative is to make sure that definitions are widely accepted and standards have been established. This step allows decision makers to have confidence in the data being analyzed to describe, predict, and improve operations.
     
  2. Data governance strengthens privacy, security, and compliance. Compliance requirements for both public and private institutions constantly evolve. The more data-reliant your world becomes, the more protected your data needs to be. If an organization does not implement security practices as part of its data governance framework, it becomes easier to fall out of compliance. 
     
  3. Data governance supports agility. How many times have reports for basic information (part-time faculty or student FTEs per semester, for example) been requested, reviewed, and returned for further clarification or correction? And that’s just within your department! Now add multiple requests from the perspective of different departments, and you’re surely going through multiple iterations to create that report. That takes time and effort. By strengthening your data governance framework, you can streamline reporting processes by increasing the level of trust you have in the information you are seeking. Understanding the value of data governance is the easy part/ The real trick is implementing a sustainable data governance framework that recognizes that data is an institutional asset and not just a four-letter word.

Stay tuned for part two of this blog series: The how of data governance in higher education. In the meantime, reach out to me if you would like to discuss additional data governance benefits for your institution.

Related Industries

Related Services

Consulting

After working with larger CPA firms in the past, I am impressed at how we see the same staff from BerryDunn return year after year, how well they understand the higher education audit requirements and the time they take to really understand Hartwick College. Their knowledge of the College and its financial statements and their willingness to consult with us during the year is invaluable. Working with BerryDunn has been a pleasure.

- Karen V. Zuill, Controller, Hartwick College

Testimonial
Understanding higher education audit requirements

Read this if you are a police executive, city/county administrator, or elected government official, responsible for a law enforcement agency. 

“We need more cops!”  

Do your patrol officers complain about being short-staffed or too busy, or that they are constantly running from call to call? Does your agency struggle with backed-up calls for service (CFS) or lengthy response times? Do patrol staff regularly find themselves responding to another patrol area to handle a CFS because the assigned officer is busy on another call? Are patrol officers denied leave time or training opportunities because of staffing issues? Does the agency routinely use overtime to cover predictable shift vacancies for vacations, holidays, or training? 

If one or more of these concerns sound familiar, you may need additional patrol resources, as staffing levels are often a key factor in personnel deployment challenges. Flaws in the patrol schedule design may also be responsible, as they commonly contribute to reduced efficiency and optimal performance, and design issues may be partially responsible for some of these challenges, regardless of authorized staffing levels.
 
With community expectations at an all-time high, and resource allocations remaining relatively flat, many agencies have growing concerns about managing increasing service volumes while controlling quality and building/maintaining public trust and confidence. Amid these concerns, agencies struggle with designing work schedules that efficiently and optimally deploy available patrol resources, as patrol staff become increasingly frustrated at what they consider a lack of staff.

The path to resolving inefficiencies in your patrol work schedule and optimizing the effective deployment of patrol personnel requires thoughtful consideration of several overarching goals:

  • Reducing or eliminating predictable overtime
  • Eliminating peaks and valleys in staffing due to scheduled leave
  • Ensuring appropriate staffing levels in all patrol zones or beats
  • Providing sufficient staff to manage multiple and priority CFS in patrol zones or beats
  • Satisfying both operational and staff needs, including helping to ensure a proper work/life balance and equitable workloads for patrol staff

Scheduling alternatives

One common design issue that presents an ongoing challenge for agencies is the continued use of traditional, balanced work schedules, which spread officer work hours equally over the year. Balanced schedules rely on over-scheduling and overtime to manage personnel allocation and leave needs and, by design, are very rigid. Balanced work schedules have been used for a very long time, not because they’re most efficient, but because they’re common, familiar, and easily understood―and because patrol staff are comfortable with them (and typically reluctant to change). However, short schedules offer a proven alternative to balanced patrol work schedules, and when presented with the benefits of an alternative work schedule design (e.g., increased access to back-up, ease of receiving time off or training, consistency in staffing, less mandatory overtime), many patrol staff are eager to change.

Short schedules

Short schedules involve a more contemporary design that includes a flexible approach that focuses on a more adaptive process of allocating personnel where and when they are needed. They are significantly more efficient than balanced schedules and, when functioning properly, they can dramatically improve personnel deployments, bring continuity to daily staffing, and reduce overtime, among other operational benefits. Given the current climate, most agencies are unlikely to receive substantial increases in personnel allocations. If that is true of your agency, it may be time to explore the benefits of alternative patrol work schedules.

A tool you can use

Finding scheduling strategies that work in this climate requires an intentional approach, customized to your agency’s characteristics (e.g., staffing levels, geographic factors, crime rates, zone/beat design, contract/labor rules). To help guide you through this process, BerryDunn has developed a free tool for evaluating patrol schedules. Click here to measure your patrol schedule against key design components and considerations.

If you are curious about alternative patrol work schedules, our dedicated justice and public Safety consultants are available to discuss your organization’s needs.

Article
Efficient police patrol work schedules―By design

Read this if you are an Institutional Research (IR) Director, a Registrar, or are in the C-Suite.

In my last blog, I defined the what and the why of data governance, and outlined the value of data governance in higher education environments. I also asserted data isn’t the problem―the real culprit is our handling of the data (or rather, our deferral of data responsibility to others).

While I remain convinced that data isn’t the problem, recent experiences in the field have confirmed the fact that data governance is problematic. So much, in fact, that I believe data governance defies a “solid,” point-in-time solution. Discouraged? Don’t be. Just recalibrate your expectations, and pursue an adaptive strategy.

This starts with developing data governance guiding principles, with three initial points to consider: 

  1. Key stakeholders should develop your institution’s guiding principles. The team should include representatives from areas such as the office of the Registrar, Human Resources, Institutional Research, and other significant producers and consumers of institutional data. 
  2. The focus of your guiding principles must be on the strategic outcomes your institution is trying to achieve, and the information needed for data-driven decision-making.
  3. Specific guiding principles will vary from institution to institution; effective data governance requires both structure and flexibility.

Here are some baseline principles your institution may want to adopt and modify to suit your particular needs.

  • Data governance entails iterative processes, attention to measures and metrics, and ongoing effort. The institution’s governance framework should be transparent, practical, and agile. This ensures that governance is seen as beneficial to data management and not an impediment.
  • Governance is an enabler. The institution’s work should help accomplish objectives and solve problems aligned with strategic priorities.
  • Work with the big picture in mind. Start from the vantage point that data is an institutional asset. Without an institutional asset mentality it’s difficult to break down the silos that make data valuable to the organization.
  • The institution should identify data trustees and stewards that will lead the data governance efforts at your institution
    • Data trustees should have responsibility over data, and have the highest level of responsibility for custodianship of data.
    • Data stewards should act on behalf of data trustees, and be accountable for managing and maintaining data.
  • Data quality needs to be baked into the governance process. The institution should build data quality into every step of capture and entry. This will increase user confidence that there is data integrity. The institution should develop working agreements for sharing and accessing data across organizational lines. The institution should strive for processes and documentation that is consistent, manageable, and effective. This helps projects run smoothly, with consistent results every time.
  • The institution should pay attention to building security into the data usage cycle. An institution’s security measures and practices need to be inherent in the day-to-day management of data, and balanced with the working agreements mentioned above. This keeps data secure and protected for the entire organization.
  •  Agreed upon rules and guidelines should be developed to support a data governance structure and decision-making. The institution should define and use pragmatic approaches and practical plans that reward sustainability and collaboration, building a successful roadmap for the future. 

Next Steps

Are you curious about additional guiding principles? Contact me. In the meantime, keep your eyes peeled for a future blog that digs deeper into the roles of data trustees and stewards.
 

Article
Governance: It's good for your data

Focus on the people: How higher ed institutions can successfully make an ERP system change

The enterprise resource planning (ERP) system is the heart of an institution’s business, maintaining all aspects of day-to-day operations, from student registration to staff payroll. Many institutions have used the same ERP systems for decades and face challenges to meet the changing demands of staff and students. As new ERP vendors enter the marketplace with new features and functionality, institutions are considering a change. Some things to consider:

  1. Don’t just focus on the technology and make change management an afterthought. Transitioning to a new ERP system takes considerable effort, and has the potential to go horribly wrong if sponsorship, good planning, and communication channels are not in place. The new technology is the easy part of a transition—the primary challenge is often rooted in people’s natural resistance to change.  
  2. Overcoming resistance to change requires a thoughtful and intentional approach that focuses on change at the individual level. Understanding this helps leadership focus their attention and energy to best raise awareness and desire for the change.
  3. One effective tool that provides a good framework for successful change is the Prosci ADKAR® model. This framework has five distinct phases that align with ERP change:

These phases provide an approach for developing activities for change management, preparing leadership to lead and sponsor change and supporting employees through the implementation of the change.

The three essential steps to leveraging this framework:

  1. Perform a baseline assessment to establish an understanding of how ready the organization is for an ERP change
  2. Provide sponsorship, training, and communication to drive employee adoption
  3. Prepare and support activities to implement, celebrate, and sustain participation throughout the ERP transition

Following this approach with a change management framework such as the Prosci ADKAR® model can help an organization prepare, guide, and adopt ERP change more easily and successfully. 

If you’re considering a change, but need to prepare your institution for a healthy ERP transition using change management, chart yourself on this ADKAR framework—what is your organization’s change readiness? Do you have appropriate buy-in? What problems will you face?

You now know that this framework can help your changes stick, and have an idea of where you might face resistance. We’re certified Prosci ADKAR® practitioners and have experience guiding Higher Ed leaders like you through these steps. Get in touch—we’re happy to help and have the experience and training to back it up. Please contact the team with any questions you may have.

1Prosci ADKAR®from http://www.prosci.com

Article
Perspectives of an Ex-CIO

If you’ve been tasked with leading a high-impact project for your organization, you may find managing the scope, budget and schedule is not enough to ensure project success—especially when you encounter resistance to change. When embarking on large-scale change projects spanning people, processes and technology, appointing staff as “coaches” to help support stakeholders through the change—and to manage resistance to the change—can help increase adoption and buy-in for a new way of doing things.

The first step is to identify candidates for the coaching role. These candidates are often supervisory staff who have credibility in the organization—whether as a subject matter expert, through internal leadership, or from having a history of client satisfaction. Next, you need a work plan to orient them to this role. One critical component is making sure the coaches themselves understand what the change means for their role, and have fully committed before asking them to coach others. They may exhibit initial resistance to the change you will need to manage before they can be effective coaches. According to research done by Prosci®, a leading change management research organization, some of the most common reasons for supervisor resistance in large-scale change projects are:

  • Lack of awareness about and involvement in the change
  • Loss of control or negative impact on job role
  • Increased work load (i.e., lack of time)
  • Culture of change resistance and past failures
  • Impact to their team

You should anticipate encountering these and other types of resistance from staff while preparing them to be coaches. Once coaches buy into the change, they will need ongoing support and guidance to fulfill their role. This support will vary by individual, but may be correlated to what managerial skills they already possess, or don’t. How can you focus on developing coaching skills among your staff for purposes of the project? Prosci® recommends a successful change coach take on the following roles:

  • Communicator—communicate with direct reports about the change
  • Liaison—engage and liaise with the project team
  • Advocate—advocate and champion the change
  • Resistance manager—identify and manage resistance
  • Coach—coach employees through the change

One of the initial tasks for your coaches will be to assess the existing level of change resistance and evaluate what resistance you may encounter. Prosci® identifies three types of resistance management work for your coaches to begin engaging in as they meet with their employees about the change:

  • Resistance prevention―by providing engagement opportunities for stakeholders throughout the project, building awareness about the change early on, and reinforcing executive-level support, coaches can often head off expected resistance.
  • Proactive resistance management―this approach requires coaches to anticipate the needs and understand the characteristics of their staff, and assess how they might react to change in light of these attributes. Coaches can then plan for likely forms of resistance in advance, with a structured mitigation approach.
  • Reactive resistance management―this focuses on resistance that has not been mitigated with the previous two types of resistance management, but instead persists or endures for an extended amount of time. This type of management may require more analysis and planning, particularly as the project nears its completion date.

Do you have candidates in your organization who may need support transitioning into coaching roles? Do you anticipate change resistance among your stakeholders? Contact us and we can help you develop a plan to address your specific challenges.

Article
How to identify and prepare change management coaches

As a new year is upon us, many people think about “out with the old and in with the new”. For those of us who think about technology, and in particular, blockchain technology, the new year brings with it the realization that blockchain is here to stay (at least in some form). Therefore, higher education leaders need to familiarize themselves with some of the technology’s possible uses, even if they don’t need to grasp the day-to-day operational requirements. Here’s a high-level perspective of blockchain to help you answer some basic questions.

Are blockchain and bitcoin interchangeable terms?

No they aren’t. Bitcoin is an electronic currency that uses blockchain technology, (first developed circa 2008 to record bitcoin transactions). Since 2008, many companies and organizations utilize blockchain technology for a multitude of purposes.

What is a blockchain?

In its simplest terms, a blockchain is a decentralized, digital list (“chain”) of timestamped records (“blocks”) that are connected, secured by cryptography, and updated by participant consensus.

What is cryptography?

Cryptography refers to converting unencrypted information into encrypted information—and vice versa—to both protect data and authenticate users.

What are the pros of using blockchain?

Because blockchain technology is inherently decentralized, you can reduce the need for “middleman” entities (e.g., financial institutions or student clearinghouses). This, in turn, can lower transactional costs and other expenses, and cybersecurity risks—as hackers often like to target large, info-rich, centralized databases.

Decentralization removes central points of failure. In addition, blockchain transactions are generally more secure than other types of transactions, irreversible, and verifiable by the participants. These transaction qualities help prevent fraud, malware attacks, and other risks and issues prevalent today.

What are the cons of using blockchain technology?

Each blockchain transaction requires signature verification and processing, which can be resource-intensive. Furthermore, blockchain technology currently faces strong opposition from certain financial institutions for a variety of reasons. Finally, although blockchains offer a secure platform, they are not impervious to cyberattacks. Blockchain does not guarantee a hacker-proof environment.

How can blockchain benefit higher education institutions?

Blockchain technology can provide higher education institutions with a more secure way of making and recording financial transactions. You can use blockchains to verify and transfer academic credits and certifications, protect student personal identifiable information (PII) while simultaneously allowing students to access and transport their PII, decentralize academic content, and customize learning experiences. At its core, blockchain provides a fresh alternative to traditional methods of identity verification, an ongoing challenge for higher education administration.

As blockchain becomes less of a buzzword and begins to expand beyond the realm of digital currency, colleges and universities need to consider it for common challenges such as identity management, application processing, and student credentialing. If you’d like to discuss the potential benefits blockchain technology provides, please contact me.

Article
Higher education and blockchain 101: It's not just for bitcoin anymore

Modernization means different things to different people—especially in the context of state government. For some, it is the cause of a messy chain reaction that ends (at best) in frustration and inefficiency. For others, it is the beneficial effect of a thoughtful and well-planned series of steps. The difference lies in the approach to transition - and states will soon discover this as they begin using the new Comprehensive Child Welfare Information System (CCWIS), a case management information system that helps them provide citizens with customized child welfare services.

The benefits of CCWIS are numerous and impressive, raising the bar for child welfare and providing opportunities to advance through innovative technology that promotes interoperability, flexibility, improved management, mobility, and integration. However, taking advantage of these benefits will also present challenges. Gone are the days of the cookie-cutter, “one-size-fits-all” approach. Here are five facts to consider as you transition toward an effective modernization.

  1. There are advantages and challenges to buying a system versus building a system internally. CCWIS transition may involve either purchasing a complete commercial off-the-shelf (COTS) product that suits the state, or constructing a new system internally with the implementation of a few purchased modules. To decide which option is best, first assess your current systems and staff needs. Specifically, consider executing a cost-benefit analysis of options, taking into account internal resource capabilities, feasibility, flexibility, and time. This analysis will provide valuable data that help you assess the current environment and identify functional gaps. Equipped with this information, you should be ready to decide whether to invest in a COTS product, or an internally-built system that supports the state’s vision and complies with new CCWIS regulations.
     
  2. Employ a modular approach to upgrading current systems or building new systems. The Children’s Bureau—an office of the Administration for Children & Families within the U.S. Department of Health and Human Services—defines “modularity” as the breaking down of complex functions into separate, manageable, and independent components. Using this modular approach, CCWIS will feature components that function independently, simplifying future upgrades or procurements because they can be completed on singular modules rather than the entire system. Modular systems create flexibility, and enable you to break down complex functions such as “Assessment and Intake,” “Case Management,” and “Claims and Payment” into modules during CCWIS transition. This facilitates the development of a sustainable system that is customized to the unique needs of your state, and easily allows for future augmentation.
     
  3. Use Organizational Change Management (OCM) techniques to mitigate stakeholder resistance to change. People are notoriously resistant to change. This is especially true during a disruptive project that impacts day-to-day operations—such as building a new or transitional CCWIS system. Having a comprehensive OCM plan in place before your CCWIS implementation can help ensure that you assign an effective project sponsor, develop thorough project communications, and enact strong training methods. A clear OCM strategy should help mitigate employee resistance to change and can also support your organization in reaching CCWIS goals, due to early buy-in from stakeholders who are key to the project’s success.
     
  4. Data governance policies can help ensure you standardize mandatory data sharing. For example, the Children’s Bureau notes that a Title IV-E agency with a CCWIS must support collaboration, interoperability, and data sharing by exchanging data with Child Support Systems?Title IV-D, Child Abuse/Neglect Systems, Medicaid Management Information Systems (MMIS), and many others as described by the Children’s Bureau.

    Security is a concern due to the large amount of data sharing involved with CCWIS systems. Specifically, if a Title IV-E agency with a CCWIS does not implement foundational data security measures across all jurisdictions, data could become vulnerable, rendering the system non-compliant. However, a data governance framework with standardized policies in place can protect data and surrounding processes.
     
  5. Continuously refer to federal regulations and resources. With the change of systems comes changes in federal regulations. Fortunately, the Children’s Bureau provides guidance and toolkits to assist you in the planning, development, and implementation of CCWIS. Particularly useful documents include the “Child Welfare Policy Manual,” “Data Sharing for Courts and Child Welfare Agencies Toolkit,” and the “CCWIS Final Rule”. A comprehensive list of federal regulations and resources is located on the Children’s Bureau website.

    Additionally, the Children’s Bureau will assign an analyst to each state who can provide direction and counsel during the CCWIS transition. Continual use of these resources will help you reduce confusion, avoid obstacles, and ultimately achieve an efficient modernization program.

Modernization doesn’t have to be messy. Learn more about how OCM and data governance can benefit your agency or organization.

Article
Five things to keep in mind during your CCWIS transition

The late science fiction writer (and college professor) Isaac Asimov once said: “I do not fear computers. I fear the lack of them.” Had Asimov worked in higher ed IT management, he might have added: “but above all else, I fear the lack of computer staff.”

Indeed, it can be a challenge for higher education institutions to recruit and retain IT professionals. Private companies often pay more in a good economy, and in certain areas of the nation, open IT positions at colleges and universities outnumber available, qualified IT workers. According to one study from 2016, almost half of higher education IT workers are at risk of leaving the institutions they serve, largely for better opportunities and more supportive workplaces. Understandably, IT leadership fears an uncertain future of vacant roles—yet there are simple tactics that can help you improve the chances of filling open positions.

Emphasize the whole package

You need to leverage your institution’s strengths when recruiting IT talent. A focus on innovation, project leadership, and responsibility for supporting the mission of the institution are important attributes to promote when recruiting. Your institution should sell quality of life, which can be much more attractive than corporate culture. Many candidates are attracted to the energy and activity of college campuses, in addition to the numerous social and recreational outlets colleges provide.

Benefit packages are another strong asset for recruiting top talent. Schools need to ensure potential candidates know the amount of paid leave, retirement, and educational assistance for employees and employee family members. These added perks will pique the interest of many candidates who might otherwise have only looked at salary during the process.

Use the right job title

Some current school vacancies have very specific job titles, such as “Portal Administrator” or “Learning Multimedia Developer.” However, this specificity can limit visibility on popular job posting sites, reducing the number of qualified applicants. Job titles, such as “Web Developer” and “Java Developer,” can yield better search results. Furthermore, some current vacancies include a number or level after the job title (e.g., “System Administrator 2”), which also limits visibility on these sites. By removing these indicators, you can significantly increase the applicant pool.

Focus on service, not just technology

Each year, institutions deploy an increasing number of Software as a Service (SaaS) and hosted applications. As higher education institutions invest more in these applications, they need fewer personnel for day-to-day technology maintenance support. In turn, this allows IT organizations to focus limited resources on services that identify and analyze technology solutions, provide guidance to optimize technology investments, and manage vendor relationships. IT staff with soft skills will become even more valuable to your institution as they engage in more people- and process-centric efforts.

Fill in the future

It may seem like science fiction, but by revising your recruiting and retention tactics, your higher education institution can improve its chances of filling IT positions in a competitive job market. In a future blog, I’ll provide ideas for cultivating staff from your institution via student workers and upcoming graduates. If you’d like to discuss additional staffing tactics, send me an email.

Article
No science fiction: Tactics for recruiting and retaining higher education IT positions