Acknowledgments
The authors would like to thank to the following individuals who reviewed the text and whose contributions were invaluable in shaping the final product:
| Carlos Aguilar | El Paso Community College | 
| Jeff Ankrom | Wittenberg University | 
| Lee Ash | Skagit Valley Community College | 
| Randall Bennett | Gonzaga University | 
| Joseph Calhoun | Florida State University | 
| Richard Cantrell | Western Kentucky University | 
| Gregg Davis | Flathead Valley Community College | 
| Kevin Dunagan | Oakton Community College | 
| Mona El Shazly | Columbia College | 
| Jose Esteban | Palomar College | 
| Maurita Fawls | Portland Community College | 
| Fred Foldvary | Santa Clara University | 
| Richard Fowles | University of Utah | 
| Doris Geide-Stevenson | Weber State University | 
| Sarmila Ghosh | University of Scranton, Kania School of Management | 
| David Gordon | Illinois Valley Community College | 
| Clinton Greene | University of Missouri-St. Louis | 
| James Holcomb | University of Texas at El Paso | 
| Phil Holleran | Mitchell Community College | 
| Yu Hsing | Southeastern Louisiana University | 
| Thomas Hyclak | Lehigh University | 
| Bruce Johnson | Centre College | 
| James Kahiga | Georgia Perimeter College | 
| Andrew Kohen | James Madison University | 
| Monaco Kristen | California State University–Long Beach | 
| Mark Maier | Glendale Community College | 
| David McClough | Bowling Green State University | 
| Ann McPherren | Huntington University | 
| John Min | Northern Virginia Community College | 
| Shahriar Mostashari | Campbell University, Lundy-Fetterman School of Business | 
| Francis Mummery | Fullerton College | 
| Robert Murphy | Boston College | 
| Kathryn Nantz | Fairfield University | 
| Paul Okello | Tarrant County College-South Campus | 
| Nicholas Peppes | St. Louis Community College | 
| Ramoo Ratha | Diablo Valley College | 
| Teresa Riley | Youngstown State University | 
| Michael Robinson | Mount Holyoke College | 
| Anirban Sengupta | Texas A&M University | 
| John Solow | The University of Iowa | 
| John Somers | Portland Community College | 
| Charles Staelin | Smith College | 
| Richard Stratton | The University of Akron | 
| Kay E. Strong | Bowling Green State University–Firelands | 
| Della Sue | Marist College | 
| John Vahaly | University of Louisville | 
| Robert Whaples | Wake Forest University | 
| Mark Wheeler | Western Michigan University | 
| Leslie Wolfson | The Pingry School | 
| Sourushe Zandvakili | University of Cincinnati | 
We would like to extend a special thank you to the following instructors who class tested the text in their courses:
| Johnathan Millman | University of Massachusetts–Boston | 
| John Min | Northern Virginia Community College | 
| Kristen Monaco | California State University–Long Beach | 
| Steve Skinner | Western Connecticut State University | 
| Richard Stratton | University of Akron | 




