This panel discussion will address strategies for balancing the competing objectives of improving prediction, lowering costs, and reducing legal risks when designing large-scale selection systems. The panel, consisting of four experienced selection experts, will discuss balancing prediction power and validity with costs and adverse impact. They will provide examples of balancing these factors from their work in Fortune 500 companies and consulting. The session aims to help I/O psychologists navigating these complex challenges when developing selection systems.
Proton Training Solution (PTS) is a trusted Training Institute in Pune for MBA Entrance Exams (CAT | IIFT | XAT | SNAP | NMAT | CMAT | TISS | MH CET | MAT | ATMA and many others), BBA Entrance Exams (IPM-AT | DUJAT | SET | NPAT | BMCC | MIT and many others). Proton is also associated with many institutes as knowledge partner & provides Aptitude Training for Placement Preparation.
for more information please visit to
https://protons.in
A deep appreciation for ergonomics is at the core of Humanscale. Ergonomics is the study of how to improve efficiency and comfort in a work place. Correct ergonomic design helps to reduce discomfort at work, which increases job satisfaction, productivity and well-being – and reduces costs to the organization in the long run. All of Humanscale’s work tools were created to be intuitive and adjust effortlessly to the user. We consult with our team of in-house ergonomists on every project to ensure our products are the most comfortable available. Please use the links below to find out more about our Humanscale Consulting Services and read some advice from our experts on how to use ergonomics to create a more comfortable place to work:
Legal Termination and Performance Appraisal at Private Firms in KurdistanAI Publications
The key aim of this study is to examine the relationship between performance appraisal at private firms and legal termination in Kurdistan; the research intended whether staffs are terminated according to their poor performance after being assessed by performance appraisal management. The researcher applied quantitative method in this study to examine the collected data from four various private firms to find out whether employees are terminated based on their poor performance after being evaluated by performance appraisal management system. The researcher distributed a hundred questionnaires, though only 68 questionnaires were received. The findings of this study demonstrated that there is poor and weak association between the evaluation of performance appraisal and legal termination at private firms.
LACITY, MARY C., SHAJIA. KHAN, AND LESLIE P. WILLCOCKS. "A REVIEW OF THE IT OUTSOURCING LITERATURE: INSIGHTS FOR PRACTICE."THE JOURNAL OF STRATEGIC INFORMATION SYSTEMS 18.3 (2009): 130-146.
Proton Training Solution (PTS) is a trusted Training Institute in Pune for MBA Entrance Exams (CAT | IIFT | XAT | SNAP | NMAT | CMAT | TISS | MH CET | MAT | ATMA and many others), BBA Entrance Exams (IPM-AT | DUJAT | SET | NPAT | BMCC | MIT and many others). Proton is also associated with many institutes as knowledge partner & provides Aptitude Training for Placement Preparation.
for more information please visit to
https://protons.in
A deep appreciation for ergonomics is at the core of Humanscale. Ergonomics is the study of how to improve efficiency and comfort in a work place. Correct ergonomic design helps to reduce discomfort at work, which increases job satisfaction, productivity and well-being – and reduces costs to the organization in the long run. All of Humanscale’s work tools were created to be intuitive and adjust effortlessly to the user. We consult with our team of in-house ergonomists on every project to ensure our products are the most comfortable available. Please use the links below to find out more about our Humanscale Consulting Services and read some advice from our experts on how to use ergonomics to create a more comfortable place to work:
Legal Termination and Performance Appraisal at Private Firms in KurdistanAI Publications
The key aim of this study is to examine the relationship between performance appraisal at private firms and legal termination in Kurdistan; the research intended whether staffs are terminated according to their poor performance after being assessed by performance appraisal management. The researcher applied quantitative method in this study to examine the collected data from four various private firms to find out whether employees are terminated based on their poor performance after being evaluated by performance appraisal management system. The researcher distributed a hundred questionnaires, though only 68 questionnaires were received. The findings of this study demonstrated that there is poor and weak association between the evaluation of performance appraisal and legal termination at private firms.
LACITY, MARY C., SHAJIA. KHAN, AND LESLIE P. WILLCOCKS. "A REVIEW OF THE IT OUTSOURCING LITERATURE: INSIGHTS FOR PRACTICE."THE JOURNAL OF STRATEGIC INFORMATION SYSTEMS 18.3 (2009): 130-146.
Independent Contractors: Overcoming the Legal Perils and ChallengesCarol Buckmann
Worldwide Employee Benefits presentation on October 17, 2013 - Presenters: Thomas F. Hurka of Morgan, Lewis & Bockius LLP; Craig A. Bitman of Morgan, Lewis & Bockius LLP; Moderator: Heidi Winzeler of Practical Law Company
Identify, measure, and communicate legal and compliance risk in a whole new way. Lawyers, compliance officers, contract managers, and other legal professionals can discover how to measure and manage legal risk more effectively. "6 Steps to Legal Risk Management" provides practical guidance on developing a risk management framework and adapting it to legal and compliance risk. The approach is based on the internal risk management standard: ISO 31000.
LAW 531 TUTOR Education for Service--law531tutor.commamata38
FOR MORE CLASSES VISIT
www.law531tutor.com
Purpose of Assignment Law impacts how business operations perform. With globalization, the law's impact and corresponding business risks have grown. The student will learn to consider how and when a business risk should be pursued under traditional litigation
We find that IPO firms with generously compensated CEOs and large pay disparities between the CEO and other top executives have lower failure rates and longer time to survive in subsequent periods following the offering. Economically, firms with CEO pay (pay gaps) in the 75th percentile have a failure risk that is, on average, 11.56% (13.20%) lower than the failure risk of firms with CEO pay (pay gaps) in the 25th percentile. The relationship between CEO pay and IPO survival is strengthened among firms with lower agency conflicts, whereas the link between pay gap and IPO survival is pronounced among firms with stronger internal promotion incentives. The results are robust to alternative specifications and additional sensitivity tests.
Risk Informed Strategic Decision Making @ the WSIBJeanSergeJSBidal
Decision makers are often unaware of the enterprise wide effects of their decisions and do not always have a holistic view of the business given their primary focus on business-unit-level objectives. To improve decision making, the head of the Corporate Risk Management Services Division (CRMS) at the WSIB launched an enterprise risk analytics and decisions support (ERADS) business unit to assist senior management and business leaders with key decisions.
This study aimed to examine the moderating effect of Environment Uncertainty (EU) on the Relationship between Distinctive Capabilities (DC) and Performance of SMEs (PS).Interestingly, only a few empirical researches wereexploredon theeffect of business environment onthe Distinctive Capabilities and Performance
Salud De Guzman turned 100 years young on February 5, 2009. She was joined by her friends and family in celebration at the King's Buffet on February 1, 2009.
Independent Contractors: Overcoming the Legal Perils and ChallengesCarol Buckmann
Worldwide Employee Benefits presentation on October 17, 2013 - Presenters: Thomas F. Hurka of Morgan, Lewis & Bockius LLP; Craig A. Bitman of Morgan, Lewis & Bockius LLP; Moderator: Heidi Winzeler of Practical Law Company
Identify, measure, and communicate legal and compliance risk in a whole new way. Lawyers, compliance officers, contract managers, and other legal professionals can discover how to measure and manage legal risk more effectively. "6 Steps to Legal Risk Management" provides practical guidance on developing a risk management framework and adapting it to legal and compliance risk. The approach is based on the internal risk management standard: ISO 31000.
LAW 531 TUTOR Education for Service--law531tutor.commamata38
FOR MORE CLASSES VISIT
www.law531tutor.com
Purpose of Assignment Law impacts how business operations perform. With globalization, the law's impact and corresponding business risks have grown. The student will learn to consider how and when a business risk should be pursued under traditional litigation
We find that IPO firms with generously compensated CEOs and large pay disparities between the CEO and other top executives have lower failure rates and longer time to survive in subsequent periods following the offering. Economically, firms with CEO pay (pay gaps) in the 75th percentile have a failure risk that is, on average, 11.56% (13.20%) lower than the failure risk of firms with CEO pay (pay gaps) in the 25th percentile. The relationship between CEO pay and IPO survival is strengthened among firms with lower agency conflicts, whereas the link between pay gap and IPO survival is pronounced among firms with stronger internal promotion incentives. The results are robust to alternative specifications and additional sensitivity tests.
Risk Informed Strategic Decision Making @ the WSIBJeanSergeJSBidal
Decision makers are often unaware of the enterprise wide effects of their decisions and do not always have a holistic view of the business given their primary focus on business-unit-level objectives. To improve decision making, the head of the Corporate Risk Management Services Division (CRMS) at the WSIB launched an enterprise risk analytics and decisions support (ERADS) business unit to assist senior management and business leaders with key decisions.
This study aimed to examine the moderating effect of Environment Uncertainty (EU) on the Relationship between Distinctive Capabilities (DC) and Performance of SMEs (PS).Interestingly, only a few empirical researches wereexploredon theeffect of business environment onthe Distinctive Capabilities and Performance
Salud De Guzman turned 100 years young on February 5, 2009. She was joined by her friends and family in celebration at the King's Buffet on February 1, 2009.
Using established business models as investigative tools and linking them together to enhance their analytical value is proposed in this paper as a method of progressing from strategic situation analysis to competitive advantage. Moreover, internal analyses that result in the identification of distinctive competencies and external investigations that uncover industry key success factors give strategists the means to develop strategies that may achieve competitive advantage.
Running head BUSIENSS POLICY DEVLEOPMENT AND IMPLEMENTATION 1B.docxsusanschei
Running head: BUSIENSS POLICY DEVLEOPMENT AND IMPLEMENTATION 1
BUSIENSS POLICY DEVLEOPMENT AND IMPLEMENTATION 2
Business Policy Development and Implementation
Student’s Name
Institutional Affiliation
Business Policy Development and Implementation
Introduction
In a constantly changing organizational and business environment, companies are increasingly facing stiff competition. As such, they are compelled by the need to improve their performance and do things in the most desired ways in order to meet the needs of consumers (Gomes & Romão, 2013). In light of these patterns, organizations can no longer be dependent upon the traditional analytical tools. Instead, they have seen the need to use models and frameworks such as the balanced scorecard to examine the degree to which companies work to attain their mission and vision. In addition, strategic decision-making must also be done through observance of the constantly changing trends and patterns that may affect the status of an organization. In this report, I provide ways in which our team members made logical decisions and how we utilized the balanced scorecard framework.
Decision Logic and What Supported the Decisions
The decisions that we embraced in the Capsim project was driven by the desire to generate a competitive advantage over other rivals. Therefore, we saw the need to take a closer look at the use of decision-making strategies within our business and operational environment. The main decisions that we made were associated with issues such as product development, research and development, innovation, marketing, as well as human resources and finance. There are various factors that made it possible for the team to make strategic decisions. First, having ready access to information, ranging from the details of the potential markets for the organization’s products and services, as well as estimates of next year’s labor requirements, is important. The more accurate and complete the information is, the more effective the strategic decisions we made. For instance, we relied on technological tools such as information systems to provide the team with accurate information about business intelligence issues (Spetzler, Winter & Meyer, 2016). Decision-making on production and product development functions heavily relied on technological tools such as spreadsheets and databases to calculate the efficacy of different machines, and to introduce new products in the production process. In order to support marketing decisions, we utilized Big Data technologies and analytics to determine the effects of different pricing strategies and to keep the records of consumer profiles. These tools were also utilized to plan the launching of new products and services. Human resources decisions were made with the purpose of planning for the next round and determining the pay awards. Planning decisions also sought to determine employee records and rewards. Finance decisions were also made to draw up p ...
The HRM function is quite complex with multiple legal, relational, t.docxkailynochseu
The HRM function is quite complex with multiple legal, relational, technological, and environmental factors to navigate.
Select any one of the following starter bullet point sections. Review the important themes within the sub questions of each bullet point. The sub questions are designed to get you thinking about some of the important issues. Your response should provide a succinct synthesis of the key themes in a way that articulates a clear point, position, or conclusion supported by research. Select a different bullet point section than what your classmates have already posted so that we can engage several discussions on relevant topics. If all of the bullet points have been addressed, then you may begin to re-use the bullet points with the expectation that varied responses continue.
Many would acknowledge that at one time unions were good for workers and the country as unions were able to help workers obtain safer and healthier working conditions, higher pay, and a variety of legal protections. However, others argue that they have outlived their usefulness and contribute to lower competitiveness and a decline in the value of merit (with the union emphasis on seniority). Evaluate the pros and cons of unions, including your assessment of whether unions have outlived their usefulness or still have an important role.
With the high cost of strikes to both management and unions, there is increasing use of third-party conflict resolution processes to resolve an impasse. The two primary processes are mediation and arbitration.
Analyze the difference between mediation and arbitration. From the perspective of each party in the impasse, assess the benefits and disadvantages of each of these third-party conflict resolution methods and under what conditions one would be preferred.
Evaluate the situational variables (for example, the issue at impasse, the consequences of not resolving the impasse, grievance vs. strike threat, the state of the relationship between the two parties, and legislation such as Railway Labor Act and National Labor Relations Act) that might influence selection of method to resolve an impasse.
Employees’ rights to privacy are being brought to question on many fronts—just what is your right to privacy at your place of employment? Does your employer have a right to read your personal e-mail? To place surveillance cameras in the restroom? To track the sites that you visit? Monitor your phone calls?
Evaluate the employer’s interest in monitoring employees, including the rights that employers have.
Assess the rights to privacy and protection from monitoring that employees should have.
Justify a brief communication plan for policies and procedures pertaining to monitoring.
Ulrich (2012) identified four waves of HR development. In the first wave, HR was primarily an administrative activity. In the second wave, HR continued to have an administrative dime.
150 word minimum for each paper.. give your feedback(your opinion)MatthewTennant613
150 word minimum for each paper.. give your feedback(your opinion) on each paper. Should be two separate 150 word feedbacks.
PAPER#1 Shan
In today's world, Strategic Management is becoming more intensified. Businesses can no longer depend on reducing prices and improving the quality of their products. (Mandych, Mykytas, Ustik, Zaika, & Zaika, 2021, pg.22). The world around us is becoming more internet-driven, and we are relying on how fast things are accomplished. Businesses have to respond faster with their decisions. Management is becoming more challenged to produce results and conclusions rapidly.
Businesses that have a better approach tend to have the upper hand. Strategic Management must analyze the business's external environments to seize all advantages that can help them determine their threats and opportunities. These strategies can make or break a business. This approach is where the business will determine the company's visions and directions. The system will help determine the goals and objectives they will follow, allowing them to maintain that competitive edge. The process assessments involve planning, monitoring, and analysis. These processes are ongoing. Investigation analysis ensures that the business environment is supported by monitoring the strengths and weaknesses along with the objectives. The business must execute its strategies and control them by adjusting them when needed. This is maintained by developing strategic strategies that align with the external environment's opportunities and threats with their internal strengths and weaknesses. This analysis relates to Porter's Five Forces Model by allowing the company to have the upper hand to increase their competitive advantages with successful thought-out strategies. This analysis relates to Porter's Five Forces Model by enabling the company to have the upper hand to improve its competitive advantages with a successful thought-out plan.
In 1979, Porter transformed the field of strategies with the Five Forces Model (Ryall, 2013, pg.83). The relationship between Strategic Management and Porter's Five Forces Model is that the model allows for aiding managers in evaluating threats that could hurt the business. This guidance will enable companies to plan and neutralize the problem before they occur (Rice,2022, pg.130). The model allows businesses to structure their organization that will enable them to protect their future returns and perform above standard returns. The model can provide businesses with some insight into profit-seeking opportunities, which they could potentially overlook if they failed to have a process before events happen. The surrounding environment is going to be vital in delivering results. Strategic planning is crucial before implantation. Strategies have been used for many things throughout history. The processes used can help determine how successful or unsuccessful the company is or becomes.
References
Mandych, O., Mykytas, A., Ustik, ...
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Welocme to ViralQR, your best QR code generator.ViralQR
Welcome to ViralQR, your best QR code generator available on the market!
At ViralQR, we design static and dynamic QR codes. Our mission is to make business operations easier and customer engagement more powerful through the use of QR technology. Be it a small-scale business or a huge enterprise, our easy-to-use platform provides multiple choices that can be tailored according to your company's branding and marketing strategies.
Our Vision
We are here to make the process of creating QR codes easy and smooth, thus enhancing customer interaction and making business more fluid. We very strongly believe in the ability of QR codes to change the world for businesses in their interaction with customers and are set on making that technology accessible and usable far and wide.
Our Achievements
Ever since its inception, we have successfully served many clients by offering QR codes in their marketing, service delivery, and collection of feedback across various industries. Our platform has been recognized for its ease of use and amazing features, which helped a business to make QR codes.
Our Services
At ViralQR, here is a comprehensive suite of services that caters to your very needs:
Static QR Codes: Create free static QR codes. These QR codes are able to store significant information such as URLs, vCards, plain text, emails and SMS, Wi-Fi credentials, and Bitcoin addresses.
Dynamic QR codes: These also have all the advanced features but are subscription-based. They can directly link to PDF files, images, micro-landing pages, social accounts, review forms, business pages, and applications. In addition, they can be branded with CTAs, frames, patterns, colors, and logos to enhance your branding.
Pricing and Packages
Additionally, there is a 14-day free offer to ViralQR, which is an exceptional opportunity for new users to take a feel of this platform. One can easily subscribe from there and experience the full dynamic of using QR codes. The subscription plans are not only meant for business; they are priced very flexibly so that literally every business could afford to benefit from our service.
Why choose us?
ViralQR will provide services for marketing, advertising, catering, retail, and the like. The QR codes can be posted on fliers, packaging, merchandise, and banners, as well as to substitute for cash and cards in a restaurant or coffee shop. With QR codes integrated into your business, improve customer engagement and streamline operations.
Comprehensive Analytics
Subscribers of ViralQR receive detailed analytics and tracking tools in light of having a view of the core values of QR code performance. Our analytics dashboard shows aggregate views and unique views, as well as detailed information about each impression, including time, device, browser, and estimated location by city and country.
So, thank you for choosing ViralQR; we have an offer of nothing but the best in terms of QR code services to meet business diversity!
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
1. Submitter Number 53769
Submission Number 2741
Session Type Panel Discussion
Title The Selection Balancing Act: Prediction, Cost, and Legal Risks
Staffing (e.g., recruitment, applicant reactions, selection system design,
Content Area 1:
succession planning, workforce planning)
Content Area 2: Legal Issues/Employment Law
This panel discussion will provide strategies used by I/O professionals when
optimally balancing the competing objectives of improving prediction,
Abstract lowering cost, and reducing legal risk when designing and implementing large
scale selection systems. The panel includes four selection experts with
extensive industry and consulting experience.
The legal environment has increased pressure on organizations to evaluate
every step in their hiring/selecting/promotion processes. The purpose of this
panel discussion is to provide an overview of the objectives that companies
must consider and balance in order to make the best decisions regarding
Press Release their employee selection systems. Decisions to be made are challenging and
complicated. The ideal outcome is to create fair, efficient, and accurate
processes. Panel topics to be discussed include adverse impact, strategies for
staying legally defensible, and balancing legal considerations with business
costs and other competing demands.
Time Block: 80 Minute session
Audiovisual
Equipment:
Special Requests:
David Mayfield
The Home Depot
2455 Paces Ferry Rd, C-18
Submitter:
The Home Depot
Atlanta, GA 30339
US
Phone 770-433-8211 x84618
Email david_x_mayfield@homedepot.com
2. Panel Discussion
TITLE
The Selection Balancing Act: Prediction, Cost, and Legal Risks
ABSTRACT
This panel discussion will provide strategies used by I/O professionals when optimally balancing
the competing objectives of improving prediction, lowering cost, and reducing legal risk when
designing and implementing large scale selection systems. The panel includes four selection
experts with extensive industry and consulting experience.
PRESS PARAGRAPH
The legal environment has increased pressure on organizations to evaluate every step in their
hiring/selecting/promotion processes. The purpose of this panel discussion is to provide an overview
of the objectives that companies must consider and balance in order to make the best decisions
regarding their employee selection systems. Decisions to be made are challenging and complicated.
The ideal outcome is to create fair, efficient, and accurate processes. Panel topics to be discussed
include adverse impact, strategies for staying legally defensible, and balancing legal considerations
with business costs and other competing demands.
The session should be informative for applied I/O professionals working in selection.
3. The Selection Balancing Act: Maintaining the Value of Selection Tools While Lowering Cost
and Reducing Legal Risks
I/O Psychologists developing and implementing selection systems for large organizations can
sometimes find themselves balancing three competing roles. As selection specialists (scientists) we
are driven to optimize the prediction power of our selection tools. As business partners
(practitioners) we are tasked to provide the most cost effective solutions. The ever increasing
complexity of the legal environment has also brought about a third role: compliance specialist. Each
role is demanding. More demanding however, is our effort to maximize the utility of selection
systems by optimally balancing the sometimes competing objectives associated with each role --
improving prediction, lowering cost, and reducing legal risk. The purpose of this panel discussion is
to provide SIOP members with examples of decision-making strategies used by experienced
selection professionals when juggling these objectives.
Three Factors Impacting Selection System Design and Implementation
Creating a successful hiring process requires optimizing the prediction power of selection tools.
As selection specialists, we are asked to find ways to screen out applicants who will likely be poor
performers, select the best candidates from a pool of applicants, measure increasingly complex
constructs, and continuously improve the reliability and validity of selection tools. Many of our
efforts have been successful: combinations of multiple measures, complex interview guides and
rating schemes, panel interviews, rank-order/top down selection strategies, and cognitive ability
testing. Unfortunately, these methods can be costly and/or increase legal risks by increasing adverse
impact.
The second objective for I/O Professionals building selection systems is reducing cost.
Managing the financial cost of large scale hiring initiatives impacts the choice of selection tools,
methods of administration, pass/fail decision rules, and validation strategies. When proposing
new selection systems, cost is a major factor in determining if an initiative should go forward.
Pass/fail decision rules (e.g., cut scores, multiple hurdle approach) impact cost by affecting the
number of candidates at each stage of the selection process. Historically, cognitive ability tests
have been used by organizations as a cost effective tool to screen large numbers of applicants.
Low cost cognitive testing options are readily available and easy to administer. They translate
well to computer-based platforms, and require limited organizational resources to score and
interpret. However, there is often a call for selection tools with lower adverse impact.
The third tenet for an effective hiring process is reducing adverse impact. I/O Psychologists are
compelled to reduce adverse impact in selection decisions to reduce financial risk from legal actions,
increase diversity in their organizations, and because it is the right thing to do. Since there are
documented gender and race group differences in scores on certain selection tools, reducing adverse
impact has become a critical issue. To approach the validity commonly demonstrated by cognitive
ability tests, organizations have invested resources in the development of biodata and personality
assessments, situational judgment tests (SJTs), role plays, structured interviews, etc. Organizations
have also applied alternative methods of test administration to reduce adverse impact (for example,
interviews, simulations, computer animations, video-based SJTs, etc.). Most of these alternatives to
4. traditional cognitive ability tests can result in less adverse impact but are more costly to develop and
implement. Strategies for combining and weighing selection scores, setting cut scores, banding, etc.
and the resulting impact on prediction accuracy and cost are important considerations. The
importance of reducing adverse impact is realized when an organization falls under legal scrutiny.
This can be in the form of OFCCP audits, legal settlements, and law suits. Sharf and Jones (2002)
provide examples of the high cost of employment litigation and EEOC / OFCCP settlements.
Balancing Act
For I/O professionals, maximizing the utility of your selection process (and being able to sleep at
night) requires finding the proper balance among three roles and related objectives. We experience
varied pressure from organizational stakeholders. For example, human resource managers and
recruiters are typically most interested in having accurate, powerful selection tools. Some business
leaders are interested in hiring minimally qualified people at the lowest cost, while others want “the
best” at any cost. EEO/Legal departments are pushing to reduce adverse impact, thereby reducing
legal risk to the organization.
Some authors have recognized the challenge of balancing these factors and provide advice and
procedures for making the best decisions (e.g., De Corte, Lievens, and Sackett, 2007; Hugh, Oswald,
& Ployhart, 2001; Ryan, Ployhart, & Friedel, 1998; Sackett & Ellingson, 1997). This panel
discussion will highlight real examples from practitioners. The focus will be on large volume
selection of entry level employees in organizations in the United States. It is intended to serve as a
jumping off point for any I/O professionals who faces these real life challenges as they provide
internal or external consulting.
De Corte, W., Lievens, F., & Sackett, P. R. (2007) Combining predictors to achieve optimal trade-
offs between selection quality and adverse impact. Journal of Applied Psychology, 92 (5),
1380–1393.
Hugh, L. M., Oswald, F. L. & Ployhart, R. E. (2001). Determinants, detection and amelioration of
adverse impact in personnel selection procedures: Issues, evidence and lessons learned.
International Journal of Selection and Assessment, 9, 152-194.
Ryan, A. M., Ployhart, R. E., Friedel, L. A. (1998). Using personality testing to reduce adverse
impact: a cautionary note. Journal of Applied Psychology, 83(2) 298-307.
Sackett, P.R. & Ellingson, J. E. (1997). The effects of forming multi-predictor composites on group
differences and adverse impact. Personnel Psychology, 50, 707-721.
Sharf, J. C. and Jones, D. P. (2000) Employment risk management in J. F. Kehoe (Ed.) Managing
Selection in Changing Organizations. San Francisco: Jossey-Bass.
Questions for discussion:
How has the balance of increasing prediction while lowering cost and adverse impact changed over
the last 30 years?
How are I/Os presenting the need to balance these three components to Business Leaders, HR
Partners, and hiring managers?
Where does the applicant fall on these three – what is the general public’s view?
How have the courts looked at this?
5. Proposed Session
The target audience for the session is any SIOP member interested in hiring and selection and dealing
with the real life ramifications of looking to hire the best candidates, being “fair” to candidates, and
complying with governmental and legal considerations. Professionals who operate in human
resources either as I/O psychologists or as organizational development talent managers will find
value in this conversation. Attendees will gain a better understanding of the hiring considerations that
any organization needs to take into account when doing large scale hiring and the complexity of the
challenges selection practitioners face when balancing competing priorities.
The panel is comprised of a group of individuals possessing extensive external and internal hiring
and consulting experience. Efforts were made to bring together a diverse group representing a variety
of consulting sources, research backgrounds, and funding perspectives. Below are biographical
descriptions of the panelists. They include SME’s from fortune 500 firms and consultants that work
closely with Fortune 500 firms including The Home Depot, Georgia-Pacific, and Development
Dimensions International (DDI).
6. Finding the Right Balance of Three Interdependent Drivers
at Each Stage of the Selection Process
Cost – Process
Adverse Complexity
Maintain The degree of
Strong
Impact Validity accuracy in
Validity predicting
future job
performance.
Utility Utility – estimated “value” of
the selection system minus
the costs and potential risks.
7. Below are biographical descriptions of the panelists.
Dirk Baxter, Ph.D.
Development Dimensions International (DDI)
1700 Water Place, Suite 216
Atlanta, GA 30339
Phone (770) 690-6000
Email: dirk.baxter@ddiworld.com
Membership status: Member
Based out of DDI’s Atlanta office, Dirk manages large engagements with key clients that involve
selection, assessment, and executive talent management. He has over ten years of experience in
the field of human performance. Prior to joining DDI in 2007, he spent five years managing the
development, evaluation, and delivery of tests and assessments used for hiring and promotion at
Bank of America.
Eddie Jerden, Ph.D.
Development Dimensions International (DDI)
1700 Water Place, Suite 216
Atlanta, GA 30339
Phone (770) 690-6000
Email: eddie.jerden@ddiworld.com
Membership status: Member
Based out of DDI’s Atlanta office, Eddie has over nine years of experience in the development,
validation, and implementation of selection systems as both an internal and external consultant.
Prior to joining DDI in 2006, he spent five years managing the development, evaluation, and
delivery of tests and assessments used for hiring and promotion into represented and non-
represented jobs for a Fortune 500 communications company. Before that, Eddie served as a
senior research analyst for three years at a test publisher, where he designed, conducted, and
presented results of research and evaluation on assessments used for personnel selection and
development.
Dave Lux, PhD.
Georgia-Pacific
133 Peachtree St.
Atlanta, GA 30303
404-652-6246
Email: djlux@gapac.com
Dave has spent the better part of the last 13 years helping clients attract, select, and promote
employees. He has worked with Georgia-Pacific for the last 4 ½ years on a variety of projects in
the areas of hourly and salaried selection system development and implementation, performance
management, executive assessment, and 360 surveys. Prior to joining Georgia-Pacific in 2004,
he spent just over 8 years at a Fortune 500 communications company validating tests for
management and non-management job titles, conducting job analyses, and providing support to
various internal clients concerning a wide range of testing issues (re-test policies, ADA
accommodations, cut score analyses, etc.). Dave is a licensed psychologist and brings to panel a
wealth of practical experience with managing selection and compliance in large organizations.
8. David Mayfield, Ph.D.
The Home Depot
2455 Paces Ferry Road
Atlanta, GA 30339
770-433-8211
David_x_Mayfield@homedepot.com
David is currently is a Senior Organizational Effectiveness Consultant at The Home Depot. His
responsibilities include the design of hourly and salary selection systems, employee opinion
surveys, 360 degree feedback, and measurement systems. Before joining The Home Depot,
David worked for eight years at Georgia-Pacific designing and implementing selection systems
and leadership development programs. David provides a perspective on large scale selection in
both a manufacturing and retail organizations.
Participant Information
Session Chair:
Dirk Baxter, Ph.D.
Development Dimensions International (DDI)
1700 Water Place, Suite 216
Atlanta, GA 30339
Phone (770) 690-6009
Cell (678) 595-4770
Email: dirk.baxter@ddiworld.com
Membership Status: Member
Panelists:
David Lux, Ph.D. David Mayfield, PhD.
Georgia-Pacific The Home Depot
133 Peachtree St. 2455 Paces Ferry Road
Atlanta, GA 30303 Atlanta, GA 30339
404-652-6246 770-433-8211
Email: djlux@gapac.com David_x_Mayfield@homedepot.com
Membership status: Member Membership status: Member
Eddie Jerden, Ph.D.
Development Dimensions International (DDI)
1700 Water Place, Suite 216
Atlanta, GA 30339
Phone (770) 690-6000
Email: eddie.jerden@ddiworld.com
Membership status: Member