Factory Physics 3rd Edition, (Ebook PDF) Visit to download the full and correct content document: https://ebookmass.com/product/factory-physics-3rd-edition-ebook-pdf/ P R E F A C E Origins of Factory Physics In 1988 we were working as consultants at the IBM circuit board plant in Austin, Texas, helping to devise more effective production control procedures. Each time we suggested a course of action, our clients would, quite reasonably, ask why it would work. Being professors, we typically responsed by launching into a theoretical lecture, replete with outlandish metaphors and impromptu graphs. After several semicoherent attempts at explaining ourselves, our sponsor, Mr. Jack Fisher, suggested we organize the essentials of what we were saying into a one-day course. We did our best to put together a structured description of basic plant behavior. While doing this, we realized that certain very fundamental relations—for example, the relation between throughput and WIP, and several other basic results of Part II of this book—were not well known and were not covered in any standard operations management text. Our six offerings of the course at IBM were well received by audiences ranging from machine operators to midlevel managers. During one offering, a participant observed, “Why, this is like physics of the factory.” Since both of us have bachelor’s degrees in physics and keep a soft spot in our hearts for the subject, the name stuck. Factory Physics was born. Buoyed by the success of the IBM course, we developed a 2-day industry short course on short-cycle manufacturing, using Factory Physics as the organizing framework. Our focus on cycle time reduction forced us to strengthen the link between fundamental relations and practical improvement policies. Teaching to managers and engineers from a variety of industries helped us extend our coverage to more general production environments. In 1990, Northwestern University initiated the Master of Management in Manufacturing (MMM) program, for which we were asked to design and teach courses in management science and operations management. By this time we had enough confidence in Factory Physics to forgo traditional problem-based and anecdote-based approaches to these subjects. Instead, we concentrated on building intuition about basic manufacturing behavior as a means for identifying areas of leverage and comparing alternative control policies. For completeness and historical perspective, we added coverage of conventional topics, which ultimately became Part I of this book. We received enthusiastic support from the MMM students for the Factory Physics approach. Also, because they had substantial and varied industry experience, they constructively challenged our ideas and helped us sharpen our presentation. vii viii Preface In 1993, after having taught the MMM courses and the industry short course several times, we began writing out our approach in book form. This proved to be a slow process because it revealed a number of gaps between our presentation of concepts and their implementation in practice. Several times we had to step back and draw upon our own research and that of many others, to develop practical discussions of key manufacturing management problem areas. This became Part III of this book. Factory Physics has grown a great deal since the days of our terse tutorials at IBM and continues to expand and mature. Indeed, this third edition contains several new developments and changes of presentation from the first edition. But while details will change, we are confident that the fundamental insight behind Factory Physics—that there are principles governing the behavior of manufacturing systems, and understanding them can improve management practice—will remain the same. Intended Audience Factory Physics is intended for four principal audiences: 1. Manufacturing/supply chain management students: in a core operations course. 2. MBA students: in a second operations management course that would follow a general survey course. 3. BS and MS industrial engineering students: in a production control course. 4. Manufacturing managers and engineers: for use as a reference. Although we wrote it primarily as a text, we have been surprised and delighted by the number of senior managers who find the book useful. Although it is neither short nor easy, we have had many industry people contact us and say that Factory Physics is exactly what they have been looking for. Evidently, in this environment of buzzwords and hype, even professionals need something that brings manufacturing management back to the basics. How to Use this Book After a brief introductory chapter, the book is organized into three parts: I The Lessons of History, II Factory Physics, and III Principles in Practice. In our own teaching, we generally cover Parts I, II, and III in order, but vary the selection of specific topics depending on the course. One instructor we know who teaches in industry always starts with the last chapter first. Although that chapter clearly demonstrates why we are not professional writers of fiction, it does set the stage for what the book is trying to cover. Regardless of the audience, we try to cover Part II completely, as it represents the core of the Factory Physics approach. Because it makes extensive use of pull production systems, we find it useful to cover Chapter 4, “From the JIT Revolution to Lean Manufacturing,” prior to beginning Part II. Finally, in order to provide an integrated framework for carrying the Factory Physics concepts into the real world, we regard Chapter 13, “A Pull Planning Framework,” as extremely important. Beyond this, the individual instructor can select historical topics from Part I, applied topics from Part III, or additional topics from supplementary readings to meet the needs of a specific audience. The instructor is also faced with the choice of how much mathematical depth to use. To assist readers who want general concepts without mathematical detail, we have set off certain sections as Technical Notes. These sections, which are labeled and indented in the text, present justification, examples, or methodologies that rely on elementary ix Preface mathematics (although higher than simple calculus). These sections can be skipped completely without loss of continuity. In teaching this material to both engineering and management students, we have found, understandably, that management students are less interested in the mathematical aspects of Factory Physics than are engineering students. However, it has not been our impression that management students are averse to doing mathematics; it is math without a concrete purpose to which they object. When faced with quantitative developments of core manufacturing ideas, these students not only capable of grasping the math, they are able to appreciate the practical consequences of the theory. New to the Third Edition The basic structure of the third edition is the same as that of the first two editions. However, a number of enhancements have been made, including: More problems. The number of exercises at the end of each chapter has been increased to offer the reader a wider range of practice problems. More examples. Almost all models are motivated with a practical application before the development of any mathematics. Generally, these applications are then used as examples to illustrate how the models are used. Web support. PowerPoint presentations, case materials, spreadsheets, derivations, and a solutions manual are now available on the Web. These are constantly being updated as more material becomes available. Go to http://www.factoryphysics.com for our website. Software support: Factory Physics Inc., founded by one of the authors, provides a “Professor Package” that allows students to use industrial grade Factory Physics software at no charge. The software provides the means to determine bottlenecks, compute cycle times, optimize inventories, optimize CONWIP flows, and optimize product mix by using a linear programming application. These applications use a common SQL database and do not require any custom coding. The package also provides case studies and PowerPoint presentations for the software. Because of the learning curve to use the software, the package is best suited for a large case study or a capstone design experience. The software is delivered over the Web at: https:/www.leanphysics.com/lpst. Interested faculty should send an e-mail to info@factoryphysics.com. Science of manufacturing: Chapter 6 has been revised to provide a formal scientific basis for the Factory Physics approach. By describing the essential production problem as one of aligning transformation with demand, we provide a framework for the key results of Part II, including the need for buffering variability. We hope that this framework makes it easier to view the collection of concepts and models presented in Chapters 7 to 9 as a coherent whole. Metrics: To connect our science-based approach to operations management to the “balanced score card” methods popular in practice, we have developed a set of Factory Physics metrics in Chapter 9. These consist of efficiency measures for the three variability buffers and support our definition of lean as “achieving” the fundamental objective with minimal buffering cost.” Variability pooling: Chapter 8 introduces the fundamental idea that variability from independent sources can be reduced by combining the sources. This basic idea is used throughout the book to understand disparate practices, such as how safety stock can be reduced by stocking generic parts, how finished goods x Preface inventories can be reduced by “assembling to order,” and how elements of push and pull can be combined in the same system. r Sharper variability results: Several of the laws in Chapter 9, “The Corrupting Influence of Variability,” have been restated in clearer terms, and some important new laws, corollaries, and definitions have been introduced. The result is a more complete science of how variability degrades performance in a production system. r Optimal batch sizes: Chapters 9 and 15 extend the Factory Physics analysis of the effects of batching to a normative method for setting batch sizes to minimize cycle times in multiproduct systems with setups and discuss implications for production scheduling. r Shop floor control: Chapter 14 has been modified to describe the parallels and differences between MRP and CONWIP as job release mechanisms. This discussion will help managers of systems making use of MRP find ways to incorporate the operational benefits of pull. r Inventory/order interface: The discussion of how “push” and “pull” coexist within most production/supply chain systems has been expanded and refined. The concept of the inventory/order interface has been introduced to describe the point in a flow where the system shifts from make-to-stock to make-to-order. r Supply chain management: Chapters 3 and 5 now describe how materials requirements planning (MRP) evolved into enterprise resources planning (ERP) and then supply chain management (SCM). Chapter 17 makes use of the inventory concepts of Chapter 2 to develop the concepts, tools, and practices that underlie effective supply chain management. r Quality management: Chapter 12 has been expanded to cover both the statistical foundations and organizational elements of the Six Sigma approach to quality and now includes some laws concerning the behavior of production lines in which personnel capacity is an important constraint along with equipment capacity. Acknowledgments Since our thinking has been influenced by too many people to allow us to mention them all by name, we offer our gratitude (and apologies) to all those with whom we have discussed Factory Physics over the years. In addition, we acknowledge the following specific contributions. We thank the key people who helped us shape our ideas on Factory Physics: Jack Fisher of IBM, who originated this project by first suggesting that we organize our thoughts on the laws of plant behavior into a consistent format; Joe Foster, former adviser who got us started at IBM; Dave Woodruff, former student and lunch companion extraordinaire, who played a key role in the original IBM study and the early discussions (arguments) in which we developed the core concepts behind our approach; Karen Donohue, Izak Duenyas, Valerie Tardif, and Rachel Zhang, former students who collaborated on our industry projects and upon whose research portions of this book are based; Yehuda Bassok, John Buzacott, Eric Denardo, Brian Deuermeyer, Steve Graves, Uday Karmarkar, Steve Mitchell, George Shanthikumar, Rajan Suri, Joe Thomas, and Michael Zazanis, colleagues whose wise counsel and stimulating conversation produced important insights in this book. We also acknowledge the National Science Foundation, whose consistent support made much of our own research possible. Preface xi We are particularly grateful to those who tested the first versions of the book (or portions of it) in the classroom and provided us with essential feedback that helped eliminate many errors and rough spots: Karla Bourland (Dartmouth), Izak Duenyas (Michigan), Paul Griffin (Georgia Tech), Steve Hackman (Georgia Tech), Michael Harrison (Stanford), Phil Jones (Iowa), S. Rajagopalan (USC), Jeff Smith (Auburn), Marty Wortman (Texas A & M). We thank the many students who had to put up with typo-ridden drafts during the testing process, especially our own students in Northwestern’s Master of Management in Manufacturing (MMM) program in BS/MS-level industrial engineering courses at Northwestern and Texas A&M, and in MBA courses in Northwestern’s Kellogg Graduate School of Management. We give special thanks to the reviewers of the original manuscript, Suleyman Tefekci (University of Florida), Steve Nahmias (Santa Clara University), David Lewis (University of Massachusetts—Lowell), Jeffrey L. Rummel (University of Connecticut), Pankaj Chandra (McGill University), Aleda Roth (Clemson University), K. Roscoe Davis (University of Georgia), and especially Michael Rothkopf, whose thoughtful comments greatly improved the quality of our ideas and presentation. We also thank Mark Bielak who assisted us in our first attempt to write fiction (in Chapter 19). In addition to those who helped us produce the first edition, many of whom also helped us on the second and third editions, we are grateful to individuals who had particular influence on the revision. We acknowledge our deep appreciation of the people whose ideas and suggestions helped us deepen our understanding of Factory Physics: Jeff Alden (General Motors), John Bartholdi (Georgia Tech), Max Bataille (Baxter Healthcare), Jeff Bell (Concordant Industries), Corey Billington (Hewlett-Packard), Dennis E. Blumenfeld (General Motors), Sunil Chopra (Northwestern University), Mark Daskin (Northwestern University), Greg Diehl (Network Dynamics), John Fowler (Arizona State University), Rob Herman (Alcoa), Bill Jordan (General Motors), Hau Lee (Stanford University), John Mittenthal (University of Alabama), Giulio Noccioli (Baxter Healthcare), Ed Pound (Factory Physics, Inc.), Lee Schwarz (Purdue University), Chandra Sekhar (Baxter Healthcare), Alexander Shapiro (Georgia Tech), Kalyan Singhal (University of Maryland), Tom Tirpak (Motorola), Mark Van Oyen (University of Michigan), Jan Van Mieghem (Northwestern University), William White (Bell & Howell), Eitan Zemel (New York University), and Paul Zipkin (Duke University). We would like to thank the reviewers of the first edition whose suggestions helped shape the second edition: Diane Bailey (Stanford University), Charles Bartlett (Polytechnic University), Guillermo Gallego (Columbia University), Marius Solomon (Northeastern University), M. M. Srinivasan (University of Tennessee), Ronald S. TibbenLembke (University of Nevada, Reno), and Rachel Zhang (University of Michigan). We are also very grateful to the reviewers of the second edition, whose comments and criticisms helped us further refine our vision of factory physics: William Giauque (Brigham Young University), Izak Duenyas (University of Michigan), Mandyam Srinivasan (University of Tennessee), Esma Gel (Arizona State University), Erhan Kutanoglu (University of Texas Austin), Michael Kay (North Carolina State University), Onur Ulgen (University of Michigan, Dearbon), and Terry Harrison (Penn State University). Finally, we thank the editorial staff: Dick Hercher, Executive Editor, who kept us going by believing in this project for years on the basis of all talk and no writing and for his enormous patience in the face of our painfully slow revisions; Gail Korosa, Christina Sanders, and Katie Jones, Development Editors who recruited reviewers and applied polite pressure to meet deadlines, and Project Editors Mary Conzachi, Kim Hooker, and Lori Koetters who directed the three editions of Factory Physics through the bookmaking process. B R I E F o C o T N E N T s Factory Physics? PART I THE LESSONS OF HISTORY 1 2 3 4 5 14 Manufacturing in America Inventory Control: From EOQ to ROP The MRP Crusade 49 114 From the JIT Revolution to Lean Manufacturing What Went Wrong 155 176 PART II FACTORY PHYSICS 6 7 8 9 10 11 12 196 A Science of Manufacturing 227 Basic Factory Dynamics Variability Basics 264 The Corrupting Influence of Variability Push and Pull Production Systems 306 356 The Human Element in Operations Management Total Quality Manufacturing 384 399 PART III PRINCIPLES IN PRACTICE 13 14 15 16 17 18 19 A Pull Planning Framework Aggregate and Workforce Planning Supply Chain Management Capacity Management 553 603 648 Synthesis-Pulling It All Together References Index 434 481 Production Scheduling 516 Shop Floor Control 670 697 709 xiii c o T N o E N s 1 Factory Physics? 0.1 The Short Answer 1 0.2 The Long Answer 1 0.2.1 Focus: Manufacturing Management 0.2.2 Scope: Operations 0.2.3 Method: Factory Physics 6 0.2.4 Perspective: Flow Lines 9 0.3 T 3 An Overview of the Book 11 PART I THE LESSONS OF HISTORY 1 14 Manufacturing in America 1.1 Introduction 1.2 The American Experience 14 1.3 The First Industrial Revolution 15 17 1.3.1 The Industrial Revolution in America 1.3.2 The American System of Manufacturing 1.4 The Second Industrial Revolution 1.4.1 The Role of the Railroads 1.4.2 Mass Retailers 1.4.3 Andrew Carnegie and Scale 1.4.4 Henry Ford and Speed 1.5 18 19 20 21 22 Scientific Management 23 24 26 1.5.1 Frederick W. Taylor 1.5.2 Planning versus Doing 1.5.3 Other Pioneers of Scientific Management 1.5.4 The Science in Scientific Management 1.6 27 30 31 32 The Rise of the Modem Manufacturing Organization 1.6.1 Du Pont, Sloan, and Structure 33 33 1.6.2 Hawthorne and the Human Element 1.6.3 Management Education 34 36 xv xvi Contents 1.7 Peak, Decline, and Resurgence of American Manufacturing 1.7.1 The Golden Era 38 1.7.2 Accountants Count and Salesmen Sell 38 1.7.3 The Professional Manager 41 1.7.4 Recovery and Globalization of Manufacturing 43 1.8 The Future 44 Discussion Points 46 Study Questions 47 2 Inventory Control: From EOQ to ROP 49 2.1 Introduction 49 2.2 The Economic Order Quantity Model 50 2.2.1 Motivation 50 2.2.2 The Model 50 2.2.3 The Key Insight of EOQ 53 2.2.4 Sensitivity 55 2.2.5 EOQ Extensions 57 2.3 Dynamic Lot Sizing 58 2.3.1 Motivation 58 2.3.2 Problem Formulation 59 2.3.3 The Wagner-Whitin Procedure 60 2.3.4 Interpreting the Solution 64 2.3.5 Caveats 65 2.4 Statistical Inventory Models 66 2.4.1 The News Vendor Model 67 2.4.2 The Base Stock Model 71 2.4.3 The (Q, r) Model 78 2.5 Conclusions 91 Appendix 2A Basic Probability 93 Appendix 2B Inventory Formulas 105 Study Questions 107 Problems 108 3 The MRP Crusade 1 14 3.1 Material Requirements Planning-MRP 3.1.1 The Key Insight ofMRP 114 3.1.2 Overview ofMRP 115 3.1.3 MRP Inputs and Outputs 119 114 3.1.4 The MRP Procedure 121 3.1.5 Special Topics in MRP 126 3.1.6 Lot Sizing in MRP 129 3.1.7 Safety Stock and Safety Lead Times 133 3.1.8 Accommodating Yield Losses 135 3.1.9 Problems in MRP 135 3.2 Manufacturing Resources Planning-MRP II 139 3.2.1 The MRP IIHierarchy 140 3.2.2 Long-Range Planning 141 37 xvii Contents 3.2.3 Intermediate Planning 141 3.2.4 Short-Term Control 145 3.3 Enterprise Resources Planning and Supply Chain Management 3.3.1 ERP and SCM 148 3.3.2 Advanced Planning Systems 149 3.4 Conclusions 149 Study Questions 150 Problems 151 4 From the JIT Revolution to Lean Manufacturing 4.1 The Origins of JIT 155 4.2 JIT Goals 157 4.3 The Environment as a Control 158 4.4 Implementing JIT 160 4.4.1 Production Smoothing-Heijunka 160 4.4.2 Capacity Buffers 162 4.4.3 Setup Reduction 162 4.4.4 Cross-Training and Plant Layout 163 4.4.5 Less Work In Process 165 4.5 Total QualityManagement 165 4.5.1 Driving Forces forHigher Quality 165 4.5.2 Quality Principles from JIT 166 4.5.3 The West Strikes Back-ISO 9000 167 4.6 Pull Systems and Kanban 168 4.6.1 Classic Kanban 168 4.6.2 Other Pull Systems 170 4.6.3 Kanban and Base Stock Systems 170 4.7 Goodbye JIT,Hello Lean 171 4.7.1 LeanManufacturing 171 4.7.2 Six Sigma and Beyond 171 4.8 The Lessons of JIT/Lean and TQMlSix Sigma Discussion Point 174 Study Questions 174 5 VVhatVVentVVrong? 176 5.1 The Problem 176 5.2 The Solution 180 5.3 Scientific Management 181 5.4 The Rise of the Computer 183 5.5 Other "Scientific" Approaches 187 5.5.1 Business Process Re-engineering 5.5.2 Lean Manufacturing 188 5.5.3 Six Sigma 189 5.6 W here to fromHere? 190 Discussion Points 192 Study Questions 192 188 172 155 147 xviii Contents PART II FACTORY PHYSICS 6 A Science of Manufacturing 196 6.1 The Seeds of Science 196 6.1.1 A Blizzard of Buzzwords 196 6.1.2 W hy Science? 197 6.2 Formal Roots 201 6.2.1 W hat Is Science? 201 6.2.2 "Formal Cause" of Manufacturing Systems 202 6.2.3 Models-Prescriptive and Descriptive 204 6.3 Strategic and Operational Objectives 6.3.1 Fundamental Objective 206 6.3.2 6.3.3 205 206 208 Hierarchical Objectives Strategic Positioning 6.4 Models and Performance Measures 213 6.4.1 Cost Accounting 214 6.4.2 Tactical and Strategic Modeling 217 6.4.3 Considering Risk 218 6.5 A Methodology for Improvement 219 6.6 Conclusions 221 Appendix 6A Study Questions Problems 7 224 225 Basic Factory Dynamics 227 7.1 Introduction 227 7.2 Definitions and Parameters 228 7.2.1 Definitions 228 7.2.2 Parameters 231 7.2.3 Examples 232 7.3 Simple Relationships 235 7.3.1 Best-Case Performance 235 7.3.2 Worst-Case Performance 241 7.3.3 Practical Worst-Case Performance 7.3.4 Bottleneck Rates and Cycle Time 7.3.5 Internal Benchmarking 7.4 244 248 250 253 Labor-Constrained Systems 7.4.1 Ample Capacity Case 7.4.2 Full Flexibility Case 7.4.3 CONWIP Lines with Flexible Labor 254 255 7.4.4 Flexible Labor System Design 7.5 Conclusions 258 Study Questions Problems 223 Activity-Based Costing (ABC) 259 259 Intuition-Building Exercises 262 257 256 xix Contents 8 8.1 Introduction 8.2 Variability and Randomness 264 265 8.2.1 The Roots of Randomness 8.2.2 Probabilistic Intuition 8.3 265 267 Process Time Variability 268 8.3.1 Measures and Classes of Variability 8.3.2 Low and Moderate Variability 269 8.3.3 Highly Variable Process Times 270 8.4 Causes of Variability 268 271 8.4.1 Natural Variability 8.4.2 Variability from Preemptive Outages (Breakdowns) 8.4.3 Variability from Nonpreemptive Outages 271 8.4.4 Variability from Rework 8.4.5 Summary of Variability Formulas 8.5 Flow Variability 277 277 8.5.1 Characterizing Variability in Flows Demand Variability and Flow Variability 8.5.3 Batch Arrivals and Departures 281 Variability Interactions-Queueing 282 8.6.1 Queueing Notation and Measures 8.6.2 Fundamental Relations 278 281 283 284 8.6.3 The MIMll Queue 8.6.4 Performance Measures 8.6.5 Systems with General Process and Interarrival Times 8.6.6 Parallel Machines 8.6.7 Parallel Machines and General Times 8.7 Effects of Blocking 284 287 290 8.7.1 The MIMl11b Queue General Blocking Models Variability Pooling 292 8.8.1 Batch Processing Safety Stock Aggregation 8.8.3 Queue Sharing 8.9 Conclusions Problems 296 298 8.8.2 Study Questions 299 300 300 301 302 303 The Corrupting Influence of Variability 9.1 Introduction 306 306 9.1.1 Can Variability Be Good? 9.1.2 Examples of Good and Bad Variability 9.2 291 292 8.7.2 8.8 Variability Laws 272 275 277 8.5.2 8.6 9 264 Variability Basics 306 308 9.2.1 Buffering Examples 9.2.2 Pay Me Now or Pay Me Later 309 9.2.3 Flexibility 9.2.4 Organizational Learning 313 314 311 307 288 xx Contents 9.3 Flow Laws 314 9.3.1 Product Flows 9.3.2 Capacity 9.3.3 Utilization 9.3.4 Variability and Flow 9.4 314 315 317 Batching Laws 318 318 9.4.1 Types of Batches 9.4.2 Process Batching 320 9.4.3 Transfer Batches 324 9.5 Cycle Time 319 327 9.5.1 Cycle Time at a Single Station 9.5.2 Assembly Operations 9.5.3 Line Cycle Time 9.5.4 Cycle Time, Lead Time, and Service 9.6 329 Performance and Variability 9.6.1 9.7 Measures of Manufacturing Performance Diagnostics and Improvements Increasing Throughput 340 Reducing Cycle Time 343 9.7.3 Improving Customer Service Conclusions Study Questions 346 347 349 Intuition-Building Exercises 10 349 351 Push and Pull Production Systems 10.1 Introduction 10.2 Perceptions of Pull 10.2.1 10.3 356 The Key Distinction between Push and Pull The Magic of Pull 359 Reducing Manufacturing Costs 10.3.2 Reducing Variability 10.3.3 Improving Quality Maintaining Flexibility 10.3.5 Facilitating Work Ahead CONWIP 361 362 363 363 10.4.1 Basic Mechanics 10.4.2 Mean-Value Analysis Model 364 Observability 10.5.2 Efficiency 369 10.5.3 Variability 371 10.5.4 Robustness 372 369 369 Comparisons of CONWIP with Kanban 10.6.1 Card Count Issues 373 375 10.6.2 Product Mix Issues 10.6.3 People Issues 10.6.4 The Inventory/Order Interface 10.7 365 Comparisons of CONWIP with MRP 10.5.1 10.6 359 360 10.3.4 10.5 356 356 10.3.1 10.4 333 340 9.7.1 Problems 331 333 9.7.2 9.8 327 328 Conclusions 380 376 377 373 357 Contents xxi Study Questions Problems 11 381 381 The Human Element in Operations Management 11.1 Introduction 11.2 Basic Human Laws 385 11.2.1 The Foundation of Self-Interest 11.2.2 The Fact of Diversity 11.2.3 The Power of Zealotry 390 11.2.4 The Reality of Burnout 392 11.3 Planning versus Motivating 393 11.4 Responsibility and Authority 11.5 Summary Discussion Points 394 397 398 399 Total Quality Manufacturing 12.1 Introduction 399 12.1.1 The Decade of Quality 12.1.2 A Quality Anecdote 12.1.3 The Status of Quality 12.2 Views of Quality 399 400 401 402 12.2.1 General Definitions 12.2.2 Internal versus External Quality 12.3 402 Statistical Quality Control SQC Approaches 12.3.2 Statistical Process Control 12.3.3 SPC Extensions Six Sigma 404 405 408 409 12.4.1 Statistical Foundations 12.4.2 DMAIC 12.4.3 Organizational Structure 12.5 410 413 Quality and Operations 413 414 12.5.1 Quality Supports Operations 416 12.5.2 Operations Supports Quality 422 12.6 Quality and the Supply Chain 424 12.6.1 A Safety Lead Time Example 12.6.2 Purchased Parts in an Assembly System 12.6.3 Vendor Selection and Management 12.7 Conclusions Study Questions Problems 428 428 429 PART III PRINCIPLES IN PRACTICE 13 402 404 12.3.1 12.4 385 387 396 Study Questions 12 384 A Pull Planning Framework l3.1 Introduction 434 434 424 427 425 384 xxii Contents 13.2 Disaggregation Time Scales in Production Planning 435 13.2.2 Other Dimensions of Disaggregation 437 13.2.3 Coordination 13.3 Forecasting 439 440 13.3.1 Causal Forecasting 13.3.2 Time Series Forecasting 13.3.3 The Art of Forecasting 441 444 456 13.4 Planning for Pull 13.5 Hierarchical Production Planning 456 13.5.1 Capacity/Facility Planning 13.5.2 Workforce Planning 463 13.5.3 Aggregate Planning 465 459 461 13.5.4 WIP and Quota Setting 466 13.5.5 Demand Management 469 13.5.6 Sequencing and Scheduling 13.5.7 Shop Floor Control 13.5.8 Real-Time Simulation Production Tracking Conclusions 469 470 13.5.9 13.6 471 471 472 Appendix 13A A Quota-Setting Model Study Questions 475 Problems 14 435 13.2.1 476 Shop Floor Control 481 14.1 Introduction 14.2 General Considerations 481 484 14.2.1 Gross Capacity Control 14.2.2 Bottleneck Planning 14.2.3 Span of Control 14.3 Basic CONWIP 484 486 488 CONWIP Configurations 14.3.1 473 488 489 14.3.2 More Complex CONWIP Systems 14.3.3 Tandem CONWIP Lines 14.3.4 Shared Resources 14.3.5 Multiple-Product Families 499 14.3.6 CONWIP Assembly Lines 5 00 14.4 489 496 497 Other Pull Mechanisms 501 14.4.1 Kanban 14.4.2 Pull-from-the-Bottleneck Methods 5 03 14.4.3 Shop Floor Control and Scheduling 5 04 14.5 502 Production Tracking 505 14.5.1 Statistical Throughput Control 505 14.5.2 Long-Range Capacity Tracking 5 08 14.6 Conclusions 510 Appendix 14A Statistical Throughput Control Study Questions 513 Problems 5 13 5 12 xxiii Contents 15 15.1 Meeting Due Dates 516 15.1.2 Maximizing Utilization 15.1.3 Reducing WIP and Cycle Times 15 .2 5 17 Review of Scheduling Research 15.2.1 MRP, MRP II, and ERP 15 .2.2 Classic Machine Scheduling 15.2.3 Dispatching 15.2.4 Why Scheduling Is Hard 15.2.5 Good News and Bad News 15.2.6 Scheduling in Practice 15.3 5 18 5 19 5 19 5 19 521 5 22 5 25 5 26 5 29 Linking Planning and Scheduling 15.3.1 Optimal Batching 5 30 15.3.2 Due Date Quoting 5 35 Bottleneck Scheduling 5 38 15.4 15.4.1 CONWIP Lines without Setups 15.4.2 Single CONWIP Lines with Setups 15.4.3 Bottleneck Scheduling Results 15.5 Diagnostic Scheduling 15.5.1 15.6 5 39 5 43 Types of Schedule Infeasibility 5 44 Production Scheduling in a Pull Environment Schedule Planning, Pull Execution 15.6.2 Using CONWIP with MRP Conclusions Study Questions Problems 5 48 5 49 550 16.1 Introduction 16.2 Basic Aggregate Planning A Simple Model 555 16.2.2 An LP Example 556 Product Mix Planning 554 5 64 16.3.1 Basic Model 16.3.2 A Simple Example 16.3.3 Extensions to the Basic Model 565 Workforce Planning 5 66 An LP Model 16.4.2 A Combined APfWP Example 16.4.3 Modeling Insights 16.5 Conclusions Problems 5 76 5 88 5 96 5 96 Supply Chain Management 17.1 Introduction 5 78 5 88 Linear Programming Study Questions 5 71 5 76 16.4.1 Appendix 16A 553 553 16.2.1 16.4 5 47 548 Aggregate and Workforce Planning 16.3 5 40 5 43 15.6.1 15.7 17 5 16 Goals of Production Scheduling 15.1.1 16 516 Production Scheduling 603 603 5 90 5 47 xxiv Contents 17.2 17.2.2 Work in Process Finished Goods Inventory 17.2.4 Spare Parts 604 606 607 607 Managing Raw Materials 17.3.1 Visibility Improvements 17.3.2 ABC Classification 17.3.3 Just-in-Time 17.3.4 Setting Safety Stock/Lead Times for Purchased Components 17.3.5 Setting Order Frequencies for Purchased Components 17.4 Managing WIP 608 608 609 Reducing Queueing 17.4.2 Reducing Wait-for-Batch W IP 619 17.4.3 Reducing Wait-to-Match WIP 620 17.5 Managing FGI 17.6 Managing Spare Parts 617 621 623 17.6.1 Stratifying Demand 17.6.2 Stocking Spare Parts for Emergency Repairs 623 System Configurations 17.7.2 Performance Measures 17.7.3 The Bullwhip Effect 17.7.4 An Approximation for a Two-Level System Conclusions 645 Study Questions 645 633 634 638 646 Capacity Management 18.1 632 643 Discussion Point Problems 623 631 Multiechelon Supply Chains 17.7.1 17.8 610 616 17.4.1 17.7 18 604 Raw Materials 17.2.3 17.3 604 Reasons for Holding Inventory 17.2.1 648 648 The Capacity-Setting Problem 648 18.1.1 Short-Term and Long-Term Capacity Setting 18.1.2 Strategic Capacity Planning 18.1.3 Traditional and Modem Views of Capacity Management 18.2 Modeling and Analysis 649 653 18.2.1 Example: A Minimum Cost, Capacity-Feasible Line 18.2.2 Forcing Cycle Time Compliance 657 18.3 Modifying Existing Production Lines 658 18.4 Designing New Production Lines 659 18.4.1 The Traditional Approach 18.4.2 A Factory Physics Approach 18.4.3 Other Facility Design Considerations 18.5 660 Capacity Allocation and Line Balancing 18.5.1 Paced Assembly Lines 18.5.2 Unbalancing Flow Lines 18.6 659 Conclusions 662 663 663 Appendix 18A The Line-of-Balance Problem Study Questions 668 Problems 668 661 662 665 655 651 610 Contents 19 xxv Synthesis-Pulling It All Together 19.1 The Strategic Importance of Details 19.2 The Practical Matter of Implementation 19.2.1 A Systems Perspective 19.2.2 Initiating Change 19.3 Focusing Teamwork 671 672 673 19.3.1 Pareto's Law 19.3.2 Factory Physics Laws 674 A Factory Physics Parable 677 19.4 19.4.1 674 Hitting the Trail 677 19.4.2 The Challenge 19.4.3 The Lay of the Land 19.4.4 Teamwork to the Rescue 683 19.4.5 How the Plant Was Won 690 19.4.6 Epilogue 19.5 References Index 670 709 The Future 697 691 692 680 680 670 671 C H 0 A P T E R Factory Physics? Perfection of means and confusion of goals seem to characterize our age. Albert Einstein 0.1 The Short Answer What is Factory Physics, and why should one study it? Briefly, Factory Physics is a systematic description of the underlying behavior of manufacturing systems. Understanding it enables managers and engineers to work with the natural tendencies of manufacturing systems to 1. Identify opportunities for improving existing systems. 2. Design effective new systems. 3. Make the trade-offs needed to coordinate policies from disparate areas. 0.2 The Long Answer The above definition of Factory Physics is concise, but leaves a great deal unsaid. To provide a more precise description of what this book is all about, we need to describe our focus and scope, define more carefully the meaning and purpose of Factory Physics, and place these in context by identifying the manufacturing environments on which we will concentrate. 0.2.1 Focus: Manufacturing Management To answer the question of why one should study Factory Physics, we must begin by answering the question of why one should study manufacturing at all. After all, one frequently hears that the United States is moving to a service economy, in which the manufacturing sector will represent an ever-shrinking component. On the surface this appears to be true: Manufacturing employed as much as 40 percent of the U.S. workforce in the 1940s, but less than 13 percent by 2006. 1 2 Chapter 0 Factory Physics? But there are two possible explanations for this. One is that manufacturing is being offshored by moving operations to lower-cost labor markets. The second is that it is being automated through investments that make labor more productive. Which one is actually occuring has important consequences for the role of manufacturing managers, the economy, and for society. If manufacturing is being offshored, as Cohen and Zysman (1987) warned, the economic impact could be dire. The reason, they argued, is that many jobs normally classified as service (e.g., design and engineering services, payroll, inventory and accounting services, financing and insuring, repair and maintenance of plant and machinery, training and recruiting, testing services and labs, industrial waste disposal, engineering support services, trucking of semifinished goods, etc.) are tightly linked to manufacturing. If manufacturing operations were moved to another country, these jobs would tend to follow. They estimated that the number of tightly linked jobs could be as high as twice the number of direct manufacturing jobs, implying that as much as half of the American economy was strongly dependent on manufacturing. Clearly, a major shift in such a big piece of the economy would have major impacts on employment, wages, and living standards nationwide. Fortunately, however, despite a great deal of political rhetoric to the contrary, a mass migration of manufacturing jobs does not seem to have occurred. Figure 0.1 shows that total manufacturing employment has remained largely stable since WWII, albeit with dips during recessions, including that of 2001. Simultaneously, manufacturing output has grown steadily and dramatically, although again with dips in recessions. This sugggests that the long-term decline in the percentage of people working in the manufacturing sector is primarily due to productivity increases. These have made it possible to increase manufacturing output without increasing the size of the workforce. Since the overall workforce has grown dramatically, direct manufacturing employees have steadily become a smaller percentage of the workforce. But, since manufacturing output has continued to rise, tightly linked jobs have presumably remained in the economy and are accounting for a substantial part of the overall job growth in the postwar era. Manufacturing employment and output, 1939–2006. 20000 (Source: Bureau of Labor Statistics) 120 100 80 15000 60 10000 40 5000 20 Total employment in manufacturing Manufacturing output 0 0 39 19 44 19 49 19 19 54 59 19 64 19 69 19 74 19 Year 79 19 84 19 89 19 94 19 99 19 04 20 Output (index, 1997 = 100) 25000 Employment (1000s) Figure 0.1 Chapter 0 Factory Physics? 3 Of course, one might argue that the short-term decline in the absolute number of American manufacturing jobs since the mid-1990s is due to a recent offshoring trend. However, the data does not support this either. While the United States experienced an 11 percent reduction in manufacturing employment between 1995 and 2002, China had a 15 percent reduction, Brazil had a 20 percent reduction, and globally the decrease was exactly the same as in the United States—11 percent (Drezner 2004). Hence, it appears that we are still witnessing a worldwide productivity boom in manufacturing similar to the one that revolutionized agriculture in the early years of the 20th century. During the so-called Green Revolution, employment in agriculture declined from 29 percent of the workforce in 1929 to less than 3 percent by 1985. If the current “Lean Revolution” in manufacturing continues, we can expect further increases in manufacturing output accompanied by a decline in total factory jobs around the globe. The management implications of this are clear. More than ever, manufacturing is a game of making more with less. Manufacturing managers must continue to find ways to meet continually elevating customer expectations with ever higher levels of efficiency. Because the pressure of global competition leaves little room for error and because manufacturing is becoming increasingly complex, both technologically and logistically, manufacturing managers must be more technically literate than ever before. The economic implications of the Lean Revolution are less unclear. When jobs in agriculture were automated, they were replaced by higher-productivity, higher-pay manufacturing jobs. It would be nice if manufacturing jobs lost or not created as a result of productivity advances were replaced by higher-productivity, higher-pay service jobs. But, while high-pay service jobs exist, as of April 2007 average hourly compensation was still higher in goods-producing firms than in service-producing firms by a margin of $18.00 to $16.26 (Bureau of Labor Statistics 2007). This discrepancy may account for the recent stagnation in growth of real wages. Specifically, from 1970 to 1985 productivity grew at a pace of 1.9 percent per year and real wages grew 0.87 percent per year, but from 1985 to 1996 growth in productivity was 2.5 percent while wage growth was only 0.26 percent per year. Reversing this trend may require applying the analogies of “lean” manufacturing to the service sector to accelerate productivity growth. Finally, while speaking of manufacturing as a monolithic whole may continue to make for good political rhetoric, it is important to remember the reality is that performance of the manufacturing sector is achieved one firm at a time. Certainly a host of general policies, from tax codes to educational initiatives, can help the entire sector somewhat; the ultimate success of each individual firm is fundamentally determined by the effectiveness of its management. Hence, quite literally, our economy, and our very way of life in the future, depends on how well American manufacturing managers adapt to the new globally competitive environment and evolve their firms to keep pace. 0.2.2 Scope: Operations Given that the study of manufacturing is worthwhile, how should we study it? Our focus on management naturally leads us to adopt the high-level orientation of “big M” manufacturing, which includes product design, process development, plant design, capacity management, product distribution, plant scheduling, quality control, workforce organization, equipment maintenance, strategic planning, supply chain management, interplant coordination, as well as direct production—“little m” manufacturing—functions such as cutting, shaping, grinding, and assembly. Of course, no single book can possibly cover all big M manufacturing. Even if one could, such a broad survey would necessarily be shallow. To achieve the depth 4 Chapter 0 Factory Physics? needed to promote real understanding, we must narrow our scope. However, to preserve the “big picture” management view, we cannot restrict it too much; highly detailed treatment of narrow topics (e.g., the physics of metal cutting) would constitute such a narrow viewpoint that, while important, would hardly be suitable for identifying effective management policies. The middle ground, which represents a balance between high-level integration and low-level details, is the operations viewpoint. In a broad sense, the term operations refers to the application of resources (capital, materials, technology, and human skills and knowledge) to the production of goods and services. Clearly, all organizations involve operations. Factories produce physical goods. Hospitals produce surgical and other medical procedures. Banks produce checking account transactions and other financial services. Restaurants produce food and perhaps entertainment. And so on. The term operations also refers to a specific function in an organization, distinct from other functions such as product design, accounting, marketing, finance, human resources, and information systems. Historically, people involved in the operations function are housed in departments with names like production control, manufacturing engineering, industrial engineering, and planning, and are responsible for the activities directly related to the production of goods and services. These typically include plant scheduling, inventory control, quality assurance, workforce scheduling, materials management, equipment maintenance, capacity planning, and whatever else it takes to get product out the door. In this book, we view operations in the broad sense rather than as a specific function. We seek to give general managers the insight necessary to sift through myriad details in a production system and identify effective policies. The operations view focuses on the flow of material through a plant, and thereby places clear emphasis on most of the key measures by which manufacturing managers are evaluated (throughput, customer service, quality, cost, investment in equipment and materials, labor costs, efficiency, etc.). Furthermore, by avoiding the need for detailed descriptions of products or processes, this view concentrates on generic manufacturing behavior, which makes it applicable to a wide range of specific environments. The operations view provides a unifying thread that runs through all the various big-M manufacturing issues. For instance, operations and product design are linked in that a product’s design determines how it must flow through a plant and how difficult it will be to make. Adopting an operations viewpoint in the design process therefore promotes design for manufacturability. In the same fashion, operations and strategic planning are closely tied, since strategic decisions determine the number and types of products to be produced, the size of the manufacturing facilities, the degree of vertical integration, and many other factors that affect what goes on inside the plant. Embedding a concern for operations in strategic decision making is essential for ensuring feasible plans. Other manufacturing functions have analogous relationships to operations, and hence can be coordinated with the actual production process by addressing them from an operations viewpoint. The traditional field in which operations are studied is called operations management (OM). However, OM is broader than the scope of this book, since it encompasses operations in service, as well as manufacturing, organizations. Just as our operations scope covers only part of (big M) manufacturing, our manufacturing focus includes only part of operations management. In short, the scope of this book can be envisioned as the intersection between OM and manufacturing, as illustrated in Figure 0.2. The operations view of manufacturing may seem a somewhat technical perspective for a management book. But this is not accidental. Some degree of technicality is required Chapter 0 Factory Physics? 5 Figure 0.2 Manufacturing and operations management. Operations Management (service, transportation retail, manufacturing, etc.) Manufacturing Operations Manufacturing (manufacturing engineering, product/process design, production control, etc.) just to accurately describe manufacturing behavior in operations terms. More important, however, is the reality that in today’s environment, manufacturing itself is technical. Intense global competition is relentlessly raising market standards, causing seemingly small details to take on large strategic importance. For example, quality acceptable to customers in the 1970s may have been possible with relatively unsophisticated systems. But to meet customer expectations and comply with standards common for vendor certification today is virtually impossible without rigorous quality systems in place. Similarly, it was not so long ago when customer service could be ensured by maintaining large inventories. Today, rapid technological change and smaller profit margins make such a strategy uneconomical—literally forcing companies into the tighter control systems necessary to run with low-inventory levels. These shifts are making operations a more integral, and more technical, component of running a manufacturing business. The trends of the 1990s may make it appear that the importance of operations is a new phenomenon. But, as we will discuss in greater depth in Part I, low-level operations details have always had strategic consequences for manufacturing firms. A relatively recent reminder of this fact was the experience of Japan in the 1970s and 1980s. As Chapter 4 describes, Japanese firms, particularly Toyota, were able to carry out a strategy of low-cost, small-lot production only through intense attention to minute details on the factory floor (e.g., die changing, statistical process control, material flow control) over an extended time. The net result was an enormously effective competitive weapon that permitted Toyota to rise from obscurity to a position as a worldwide automotive leader. Today, the importance of operations to the health, and even viability, of manufacturing firms is greater than ever because of global competition in the following three dimensions: 1. Cost. This is the traditional dimension of competition that has always been the domain of operations management. Efficient utilization of labor, material, and equipment is essential to keeping costs competitive. We should note, however, that from the customer standpoint it is unit cost (total cost divided by total volume) that matters, implying that both cost reduction and volume enhancement are worthy OM objectives. 2. Quality. The 1980s brought widespread recognition in America that quality is a key competitive weapon. Of course, external quality, that seen by the customer, has always been a concern in manufacturing. The quality revolution of the 1980s served to focus attention on internal quality at each step in the 6 Chapter 0 Factory Physics? manufacturing process, and its relationship to customer satisfaction. Facets of operations management, such as statistical process control, human factors, and material flow control, have loomed large in this context as components of total quality management (TQM) strategies. 3. Speed. While cost and quality remain critical, the 1990s can be dubbed the decade of speed. Rapid development of new products, coupled with quick customer delivery, are pillars of the time-based competition (TBC) strategies that have been adopted by leading firms in many industries. Bringing new products to market swiftly requires both performance of development tasks in parallel and the ability to efficiently ramp up production. Responsive delivery, without inefficient excess inventory, requires short manufacturing cycle times, reliable processes, and effective integration of disparate functions (e.g., sales and manufacturing). These issues are central to operations management, and they arise repeatedly throughout this book. These three dimensions are broadly applicable to most manufacturing industries, but their relative importance obviously varies from one firm to another. A manufacturer of a commodity (baking soda, machine screws, resistors) depends critically on efficiency, since low cost is a condition for survival. A manufacturer of premium goods (luxury automobiles, expensive watches, leatherbound books) relies on quality to retain its market. A manufacturer of a high-technology product (computers, patent-protected pharmaceuticals, high-end consumer electronics) requires speed of introduction to be competitive and to maximally exploit potential profit during the limited economic lifetime of the product. Clearly, the management challenges in these varying environments are different. Since operations are integral to cost, quality, and speed, however, operations management has a key strategic role in each. 0.2.3 Method: Factory Physics So far, we have determined that the focus of this book is manufacturing management, and the scope is operations. The question now becomes, How can managers use an operations viewpoint to identify a sensible combination of policies that are both effective now and flexible enough to adapt to future needs? In our opinion, some conventional approaches to manufacturing management fall short: 1. Management by imitation is not the answer. Watching the competition can provide a company with a valuable source of benchmarking and may help it to avoid getting stuck in established modes of thinking. But imitation cannot provide the impetus for a truly significant competitive edge. Bold new ideas must come from within, not without. 2. Management by buzzword is not the answer. Manufacturing firms have become inundated with a wave of “revolutions” in recent years. MRP, JIT, TQM, BPR, TBC (and even a few without three-letter acronyms) have swept through the manufacturing community, accompanied by soaring rhetoric and passionate emotion, but with little concrete detail. As we will observe in Part I, these movements have contained many valuable insights. However, they are very dangerous as management systems because it is far too easy for managers to become attached to catchy slogans and trendy buzzwords and lose sight of the Another random document with no related content on Scribd: DANCE ON STILTS AT THE GIRLS’ UNYAGO, NIUCHI Newala, too, suffers from the distance of its water-supply—at least the Newala of to-day does; there was once another Newala in a lovely valley at the foot of the plateau. I visited it and found scarcely a trace of houses, only a Christian cemetery, with the graves of several missionaries and their converts, remaining as a monument of its former glories. But the surroundings are wonderfully beautiful. A thick grove of splendid mango-trees closes in the weather-worn crosses and headstones; behind them, combining the useful and the agreeable, is a whole plantation of lemon-trees covered with ripe fruit; not the small African kind, but a much larger and also juicier imported variety, which drops into the hands of the passing traveller, without calling for any exertion on his part. Old Newala is now under the jurisdiction of the native pastor, Daudi, at Chingulungulu, who, as I am on very friendly terms with him, allows me, as a matter of course, the use of this lemon-grove during my stay at Newala. FEET MUTILATED BY THE RAVAGES OF THE “JIGGER” (Sarcopsylla penetrans) The water-supply of New Newala is in the bottom of the valley, some 1,600 feet lower down. The way is not only long and fatiguing, but the water, when we get it, is thoroughly bad. We are suffering not only from this, but from the fact that the arrangements at Newala are nothing short of luxurious. We have a separate kitchen—a hut built against the boma palisade on the right of the baraza, the interior of which is not visible from our usual position. Our two cooks were not long in finding this out, and they consequently do—or rather neglect to do—what they please. In any case they do not seem to be very particular about the boiling of our drinking-water—at least I can attribute to no other cause certain attacks of a dysenteric nature, from which both Knudsen and I have suffered for some time. If a man like Omari has to be left unwatched for a moment, he is capable of anything. Besides this complaint, we are inconvenienced by the state of our nails, which have become as hard as glass, and crack on the slightest provocation, and I have the additional infliction of pimples all over me. As if all this were not enough, we have also, for the last week been waging war against the jigger, who has found his Eldorado in the hot sand of the Makonde plateau. Our men are seen all day long—whenever their chronic colds and the dysentery likewise raging among them permit—occupied in removing this scourge of Africa from their feet and trying to prevent the disastrous consequences of its presence. It is quite common to see natives of this place with one or two toes missing; many have lost all their toes, or even the whole front part of the foot, so that a well-formed leg ends in a shapeless stump. These ravages are caused by the female of Sarcopsylla penetrans, which bores its way under the skin and there develops an egg-sac the size of a pea. In all books on the subject, it is stated that one’s attention is called to the presence of this parasite by an intolerable itching. This agrees very well with my experience, so far as the softer parts of the sole, the spaces between and under the toes, and the side of the foot are concerned, but if the creature penetrates through the harder parts of the heel or ball of the foot, it may escape even the most careful search till it has reached maturity. Then there is no time to be lost, if the horrible ulceration, of which we see cases by the dozen every day, is to be prevented. It is much easier, by the way, to discover the insect on the white skin of a European than on that of a native, on which the dark speck scarcely shows. The four or five jiggers which, in spite of the fact that I constantly wore high laced boots, chose my feet to settle in, were taken out for me by the all-accomplished Knudsen, after which I thought it advisable to wash out the cavities with corrosive sublimate. The natives have a different sort of disinfectant—they fill the hole with scraped roots. In a tiny Makua village on the slope of the plateau south of Newala, we saw an old woman who had filled all the spaces under her toe-nails with powdered roots by way of prophylactic treatment. What will be the result, if any, who can say? The rest of the many trifling ills which trouble our existence are really more comic than serious. In the absence of anything else to smoke, Knudsen and I at last opened a box of cigars procured from the Indian store-keeper at Lindi, and tried them, with the most distressing results. Whether they contain opium or some other narcotic, neither of us can say, but after the tenth puff we were both “off,” three-quarters stupefied and unspeakably wretched. Slowly we recovered—and what happened next? Half-an-hour later we were once more smoking these poisonous concoctions—so insatiable is the craving for tobacco in the tropics. Even my present attacks of fever scarcely deserve to be taken seriously. I have had no less than three here at Newala, all of which have run their course in an incredibly short time. In the early afternoon, I am busy with my old natives, asking questions and making notes. The strong midday coffee has stimulated my spirits to an extraordinary degree, the brain is active and vigorous, and work progresses rapidly, while a pleasant warmth pervades the whole body. Suddenly this gives place to a violent chill, forcing me to put on my overcoat, though it is only half-past three and the afternoon sun is at its hottest. Now the brain no longer works with such acuteness and logical precision; more especially does it fail me in trying to establish the syntax of the difficult Makua language on which I have ventured, as if I had not enough to do without it. Under the circumstances it seems advisable to take my temperature, and I do so, to save trouble, without leaving my seat, and while going on with my work. On examination, I find it to be 101·48°. My tutors are abruptly dismissed and my bed set up in the baraza; a few minutes later I am in it and treating myself internally with hot water and lemon-juice. Three hours later, the thermometer marks nearly 104°, and I make them carry me back into the tent, bed and all, as I am now perspiring heavily, and exposure to the cold wind just beginning to blow might mean a fatal chill. I lie still for a little while, and then find, to my great relief, that the temperature is not rising, but rather falling. This is about 7.30 p.m. At 8 p.m. I find, to my unbounded astonishment, that it has fallen below 98·6°, and I feel perfectly well. I read for an hour or two, and could very well enjoy a smoke, if I had the wherewithal—Indian cigars being out of the question. Having no medical training, I am at a loss to account for this state of things. It is impossible that these transitory attacks of high fever should be malarial; it seems more probable that they are due to a kind of sunstroke. On consulting my note-book, I become more and more inclined to think this is the case, for these attacks regularly follow extreme fatigue and long exposure to strong sunshine. They at least have the advantage of being only short interruptions to my work, as on the following morning I am always quite fresh and fit. My treasure of a cook is suffering from an enormous hydrocele which makes it difficult for him to get up, and Moritz is obliged to keep in the dark on account of his inflamed eyes. Knudsen’s cook, a raw boy from somewhere in the bush, knows still less of cooking than Omari; consequently Nils Knudsen himself has been promoted to the vacant post. Finding that we had come to the end of our supplies, he began by sending to Chingulungulu for the four sucking-pigs which we had bought from Matola and temporarily left in his charge; and when they came up, neatly packed in a large crate, he callously slaughtered the biggest of them. The first joint we were thoughtless enough to entrust for roasting to Knudsen’s mshenzi cook, and it was consequently uneatable; but we made the rest of the animal into a jelly which we ate with great relish after weeks of underfeeding, consuming incredible helpings of it at both midday and evening meals. The only drawback is a certain want of variety in the tinned vegetables. Dr. Jäger, to whom the Geographical Commission entrusted the provisioning of the expeditions—mine as well as his own—because he had more time on his hands than the rest of us, seems to have laid in a huge stock of Teltow turnips,[46] an article of food which is all very well for occasional use, but which quickly palls when set before one every day; and we seem to have no other tins left. There is no help for it—we must put up with the turnips; but I am certain that, once I am home again, I shall not touch them for ten years to come. Amid all these minor evils, which, after all, go to make up the genuine flavour of Africa, there is at least one cheering touch: Knudsen has, with the dexterity of a skilled mechanic, repaired my 9 × 12 cm. camera, at least so far that I can use it with a little care. How, in the absence of finger-nails, he was able to accomplish such a ticklish piece of work, having no tool but a clumsy screw-driver for taking to pieces and putting together again the complicated mechanism of the instantaneous shutter, is still a mystery to me; but he did it successfully. The loss of his finger-nails shows him in a light contrasting curiously enough with the intelligence evinced by the above operation; though, after all, it is scarcely surprising after his ten years’ residence in the bush. One day, at Lindi, he had occasion to wash a dog, which must have been in need of very thorough cleansing, for the bottle handed to our friend for the purpose had an extremely strong smell. Having performed his task in the most conscientious manner, he perceived with some surprise that the dog did not appear much the better for it, and was further surprised by finding his own nails ulcerating away in the course of the next few days. “How was I to know that carbolic acid has to be diluted?” he mutters indignantly, from time to time, with a troubled gaze at his mutilated finger-tips. Since we came to Newala we have been making excursions in all directions through the surrounding country, in accordance with old habit, and also because the akida Sefu did not get together the tribal elders from whom I wanted information so speedily as he had promised. There is, however, no harm done, as, even if seen only from the outside, the country and people are interesting enough. The Makonde plateau is like a large rectangular table rounded off at the corners. Measured from the Indian Ocean to Newala, it is about seventy-five miles long, and between the Rovuma and the Lukuledi it averages fifty miles in breadth, so that its superficial area is about two-thirds of that of the kingdom of Saxony. The surface, however, is not level, but uniformly inclined from its south-western edge to the ocean. From the upper edge, on which Newala lies, the eye ranges for many miles east and north-east, without encountering any obstacle, over the Makonde bush. It is a green sea, from which here and there thick clouds of smoke rise, to show that it, too, is inhabited by men who carry on their tillage like so many other primitive peoples, by cutting down and burning the bush, and manuring with the ashes. Even in the radiant light of a tropical day such a fire is a grand sight. Much less effective is the impression produced just now by the great western plain as seen from the edge of the plateau. As often as time permits, I stroll along this edge, sometimes in one direction, sometimes in another, in the hope of finding the air clear enough to let me enjoy the view; but I have always been disappointed. Wherever one looks, clouds of smoke rise from the burning bush, and the air is full of smoke and vapour. It is a pity, for under more favourable circumstances the panorama of the whole country up to the distant Majeje hills must be truly magnificent. It is of little use taking photographs now, and an outline sketch gives a very poor idea of the scenery. In one of these excursions I went out of my way to make a personal attempt on the Makonde bush. The present edge of the plateau is the result of a far-reaching process of destruction through erosion and denudation. The Makonde strata are everywhere cut into by ravines, which, though short, are hundreds of yards in depth. In consequence of the loose stratification of these beds, not only are the walls of these ravines nearly vertical, but their upper end is closed by an equally steep escarpment, so that the western edge of the Makonde plateau is hemmed in by a series of deep, basin-like valleys. In order to get from one side of such a ravine to the other, I cut my way through the bush with a dozen of my men. It was a very open part, with more grass than scrub, but even so the short stretch of less than two hundred yards was very hard work; at the end of it the men’s calicoes were in rags and they themselves bleeding from hundreds of scratches, while even our strong khaki suits had not escaped scatheless. NATIVE PATH THROUGH THE MAKONDE BUSH, NEAR MAHUTA I see increasing reason to believe that the view formed some time back as to the origin of the Makonde bush is the correct one. I have no doubt that it is not a natural product, but the result of human occupation. Those parts of the high country where man—as a very slight amount of practice enables the eye to perceive at once—has not yet penetrated with axe and hoe, are still occupied by a splendid timber forest quite able to sustain a comparison with our mixed forests in Germany. But wherever man has once built his hut or tilled his field, this horrible bush springs up. Every phase of this process may be seen in the course of a couple of hours’ walk along the main road. From the bush to right or left, one hears the sound of the axe— not from one spot only, but from several directions at once. A few steps further on, we can see what is taking place. The brush has been cut down and piled up in heaps to the height of a yard or more, between which the trunks of the large trees stand up like the last pillars of a magnificent ruined building. These, too, present a melancholy spectacle: the destructive Makonde have ringed them— cut a broad strip of bark all round to ensure their dying off—and also piled up pyramids of brush round them. Father and son, mother and son-in-law, are chopping away perseveringly in the background—too busy, almost, to look round at the white stranger, who usually excites so much interest. If you pass by the same place a week later, the piles of brushwood have disappeared and a thick layer of ashes has taken the place of the green forest. The large trees stretch their smouldering trunks and branches in dumb accusation to heaven—if they have not already fallen and been more or less reduced to ashes, perhaps only showing as a white stripe on the dark ground. This work of destruction is carried out by the Makonde alike on the virgin forest and on the bush which has sprung up on sites already cultivated and deserted. In the second case they are saved the trouble of burning the large trees, these being entirely absent in the secondary bush. After burning this piece of forest ground and loosening it with the hoe, the native sows his corn and plants his vegetables. All over the country, he goes in for bed-culture, which requires, and, in fact, receives, the most careful attention. Weeds are nowhere tolerated in the south of German East Africa. The crops may fail on the plains, where droughts are frequent, but never on the plateau with its abundant rains and heavy dews. Its fortunate inhabitants even have the satisfaction of seeing the proud Wayao and Wamakua working for them as labourers, driven by hunger to serve where they were accustomed to rule. But the light, sandy soil is soon exhausted, and would yield no harvest the second year if cultivated twice running. This fact has been familiar to the native for ages; consequently he provides in time, and, while his crop is growing, prepares the next plot with axe and firebrand. Next year he plants this with his various crops and lets the first piece lie fallow. For a short time it remains waste and desolate; then nature steps in to repair the destruction wrought by man; a thousand new growths spring out of the exhausted soil, and even the old stumps put forth fresh shoots. Next year the new growth is up to one’s knees, and in a few years more it is that terrible, impenetrable bush, which maintains its position till the black occupier of the land has made the round of all the available sites and come back to his starting point. The Makonde are, body and soul, so to speak, one with this bush. According to my Yao informants, indeed, their name means nothing else but “bush people.” Their own tradition says that they have been settled up here for a very long time, but to my surprise they laid great stress on an original immigration. Their old homes were in the south-east, near Mikindani and the mouth of the Rovuma, whence their peaceful forefathers were driven by the continual raids of the Sakalavas from Madagascar and the warlike Shirazis[47] of the coast, to take refuge on the almost inaccessible plateau. I have studied African ethnology for twenty years, but the fact that changes of population in this apparently quiet and peaceable corner of the earth could have been occasioned by outside enterprises taking place on the high seas, was completely new to me. It is, no doubt, however, correct. The charming tribal legend of the Makonde—besides informing us of other interesting matters—explains why they have to live in the thickest of the bush and a long way from the edge of the plateau, instead of making their permanent homes beside the purling brooks and springs of the low country. “The place where the tribe originated is Mahuta, on the southern side of the plateau towards the Rovuma, where of old time there was nothing but thick bush. Out of this bush came a man who never washed himself or shaved his head, and who ate and drank but little. He went out and made a human figure from the wood of a tree growing in the open country, which he took home to his abode in the bush and there set it upright. In the night this image came to life and was a woman. The man and woman went down together to the Rovuma to wash themselves. Here the woman gave birth to a stillborn child. They left that place and passed over the high land into the valley of the Mbemkuru, where the woman had another child, which was also born dead. Then they returned to the high bush country of Mahuta, where the third child was born, which lived and grew up. In course of time, the couple had many more children, and called themselves Wamatanda. These were the ancestral stock of the Makonde, also called Wamakonde,[48] i.e., aborigines. Their forefather, the man from the bush, gave his children the command to bury their dead upright, in memory of the mother of their race who was cut out of wood and awoke to life when standing upright. He also warned them against settling in the valleys and near large streams, for sickness and death dwelt there. They were to make it a rule to have their huts at least an hour’s walk from the nearest wateringplace; then their children would thrive and escape illness.” The explanation of the name Makonde given by my informants is somewhat different from that contained in the above legend, which I extract from a little book (small, but packed with information), by Pater Adams, entitled Lindi und sein Hinterland. Otherwise, my results agree exactly with the statements of the legend. Washing? Hapana—there is no such thing. Why should they do so? As it is, the supply of water scarcely suffices for cooking and drinking; other people do not wash, so why should the Makonde distinguish himself by such needless eccentricity? As for shaving the head, the short, woolly crop scarcely needs it,[49] so the second ancestral precept is likewise easy enough to follow. Beyond this, however, there is nothing ridiculous in the ancestor’s advice. I have obtained from various local artists a fairly large number of figures carved in wood, ranging from fifteen to twenty-three inches in height, and representing women belonging to the great group of the Mavia, Makonde, and Matambwe tribes. The carving is remarkably well done and renders the female type with great accuracy, especially the keloid ornamentation, to be described later on. As to the object and meaning of their works the sculptors either could or (more probably) would tell me nothing, and I was forced to content myself with the scanty information vouchsafed by one man, who said that the figures were merely intended to represent the nembo—the artificial deformations of pelele, ear-discs, and keloids. The legend recorded by Pater Adams places these figures in a new light. They must surely be more than mere dolls; and we may even venture to assume that they are—though the majority of present-day Makonde are probably unaware of the fact—representations of the tribal ancestress. The references in the legend to the descent from Mahuta to the Rovuma, and to a journey across the highlands into the Mbekuru valley, undoubtedly indicate the previous history of the tribe, the travels of the ancestral pair typifying the migrations of their descendants. The descent to the neighbouring Rovuma valley, with its extraordinary fertility and great abundance of game, is intelligible at a glance—but the crossing of the Lukuledi depression, the ascent to the Rondo Plateau and the descent to the Mbemkuru, also lie within the bounds of probability, for all these districts have exactly the same character as the extreme south. Now, however, comes a point of especial interest for our bacteriological age. The primitive Makonde did not enjoy their lives in the marshy river-valleys. Disease raged among them, and many died. It was only after they had returned to their original home near Mahuta, that the health conditions of these people improved. We are very apt to think of the African as a stupid person whose ignorance of nature is only equalled by his fear of it, and who looks on all mishaps as caused by evil spirits and malignant natural powers. It is much more correct to assume in this case that the people very early learnt to distinguish districts infested with malaria from those where it is absent. This knowledge is crystallized in the ancestral warning against settling in the valleys and near the great waters, the dwelling-places of disease and death. At the same time, for security against the hostile Mavia south of the Rovuma, it was enacted that every settlement must be not less than a certain distance from the southern edge of the plateau. Such in fact is their mode of life at the present day. It is not such a bad one, and certainly they are both safer and more comfortable than the Makua, the recent intruders from the south, who have made USUAL METHOD OF good their footing on the western edge of the CLOSING HUT-DOOR plateau, extending over a fairly wide belt of country. Neither Makua nor Makonde show in their dwellings anything of the size and comeliness of the Yao houses in the plain, especially at Masasi, Chingulungulu and Zuza’s. Jumbe Chauro, a Makonde hamlet not far from Newala, on the road to Mahuta, is the most important settlement of the tribe I have yet seen, and has fairly spacious huts. But how slovenly is their construction compared with the palatial residences of the elephant-hunters living in the plain. The roofs are still more untidy than in the general run of huts during the dry season, the walls show here and there the scanty beginnings or the lamentable remains of the mud plastering, and the interior is a veritable dog-kennel; dirt, dust and disorder everywhere. A few huts only show any attempt at division into rooms, and this consists merely of very roughly-made bamboo partitions. In one point alone have I noticed any indication of progress—in the method of fastening the door. Houses all over the south are secured in a simple but ingenious manner. The door consists of a set of stout pieces of wood or bamboo, tied with bark-string to two cross-pieces, and moving in two grooves round one of the door-posts, so as to open inwards. If the owner wishes to leave home, he takes two logs as thick as a man’s upper arm and about a yard long. One of these is placed obliquely against the middle of the door from the inside, so as to form an angle of from 60° to 75° with the ground. He then places the second piece horizontally across the first, pressing it downward with all his might. It is kept in place by two strong posts planted in the ground a few inches inside the door. This fastening is absolutely safe, but of course cannot be applied to both doors at once, otherwise how could the owner leave or enter his house? I have not yet succeeded in finding out how the back door is fastened. MAKONDE LOCK AND KEY AT JUMBE CHAURO This is the general way of closing a house. The Makonde at Jumbe Chauro, however, have a much more complicated, solid and original one. Here, too, the door is as already described, except that there is only one post on the inside, standing by itself about six inches from one side of the doorway. Opposite this post is a hole in the wall just large enough to admit a man’s arm. The door is closed inside by a large wooden bolt passing through a hole in this post and pressing with its free end against the door. The other end has three holes into which fit three pegs running in vertical grooves inside the post. The door is opened with a wooden key about a foot long, somewhat curved and sloped off at the butt; the other end has three pegs corresponding to the holes, in the bolt, so that, when it is thrust through the hole in the wall and inserted into the rectangular opening in the post, the pegs can be lifted and the bolt drawn out.[50] MODE OF INSERTING THE KEY With no small pride first one householder and then a second showed me on the spot the action of this greatest invention of the Makonde Highlands. To both with an admiring exclamation of “Vizuri sana!” (“Very fine!”). I expressed the wish to take back these marvels with me to Ulaya, to show the Wazungu what clever fellows the Makonde are. Scarcely five minutes after my return to camp at Newala, the two men came up sweating under the weight of two heavy logs which they laid down at my feet, handing over at the same time the keys of the fallen fortress. Arguing, logically enough, that if the key was wanted, the lock would be wanted with it, they had taken their axes and chopped down the posts—as it never occurred to them to dig them out of the ground and so bring them intact. Thus I have two badly damaged specimens, and the owners, instead of praise, come in for a blowing-up. The Makua huts in the environs of Newala are especially miserable; their more than slovenly construction reminds one of the temporary erections of the Makua at Hatia’s, though the people here have not been concerned in a war. It must therefore be due to congenital idleness, or else to the absence of a powerful chief. Even the baraza at Mlipa’s, a short hour’s walk south-east of Newala, shares in this general neglect. While public buildings in this country are usually looked after more or less carefully, this is in evident danger of being blown over by the first strong easterly gale. The only attractive object in this whole district is the grave of the late chief Mlipa. I visited it in the morning, while the sun was still trying with partial success to break through the rolling mists, and the circular grove of tall euphorbias, which, with a broken pot, is all that marks the old king’s resting-place, impressed one with a touch of pathos. Even my very materially-minded carriers seemed to feel something of the sort, for instead of their usual ribald songs, they chanted solemnly, as we marched on through the dense green of the Makonde bush:— “We shall arrive with the great master; we stand in a row and have no fear about getting our food and our money from the Serkali (the Government). We are not afraid; we are going along with the great master, the lion; we are going down to the coast and back.” With regard to the characteristic features of the various tribes here on the western edge of the plateau, I can arrive at no other conclusion than the one already come to in the plain, viz., that it is impossible for anyone but a trained anthropologist to assign any given individual at once to his proper tribe. In fact, I think that even an anthropological specialist, after the most careful examination, might find it a difficult task to decide. The whole congeries of peoples collected in the region bounded on the west by the great Central African rift, Tanganyika and Nyasa, and on the east by the Indian Ocean, are closely related to each other—some of their languages are only distinguished from one another as dialects of the same speech, and no doubt all the tribes present the same shape of skull and structure of skeleton. Thus, surely, there can be no very striking differences in outward appearance. Even did such exist, I should have no time to concern myself with them, for day after day, I have to see or hear, as the case may be—in any case to grasp and record—an extraordinary number of ethnographic phenomena. I am almost disposed to think it fortunate that some departments of inquiry, at least, are barred by external circumstances. Chief among these is the subject of ironworking. We are apt to think of Africa as a country where iron ore is everywhere, so to speak, to be picked up by the roadside, and where it would be quite surprising if the inhabitants had not learnt to smelt the material ready to their hand. In fact, the knowledge of this art ranges all over the continent, from the Kabyles in the north to the Kafirs in the south. Here between the Rovuma and the Lukuledi the conditions are not so favourable. According to the statements of the Makonde, neither ironstone nor any other form of iron ore is known to them. They have not therefore advanced to the art of smelting the metal, but have hitherto bought all their THE ANCESTRESS OF iron implements from neighbouring tribes. THE MAKONDE Even in the plain the inhabitants are not much better off. Only one man now living is said to understand the art of smelting iron. This old fundi lives close to Huwe, that isolated, steep-sided block of granite which rises out of the green solitude between Masasi and Chingulungulu, and whose jagged and splintered top meets the traveller’s eye everywhere. While still at Masasi I wished to see this man at work, but was told that, frightened by the rising, he had retired across the Rovuma, though he would soon return. All subsequent inquiries as to whether the fundi had come back met with the genuine African answer, “Bado” (“Not yet”). BRAZIER Some consolation was afforded me by a brassfounder, whom I came across in the bush near Akundonde’s. This man is the favourite of women, and therefore no doubt of the gods; he welds the glittering brass rods purchased at the coast into those massive, heavy rings which, on the wrists and ankles of the local fair ones, continually give me fresh food for admiration. Like every decent master-craftsman he had all his tools with him, consisting of a pair of bellows, three crucibles and a hammer—nothing more, apparently. He was quite willing to show his skill, and in a twinkling had fixed his bellows on the ground. They are simply two goat-skins, taken off whole, the four legs being closed by knots, while the upper opening, intended to admit the air, is kept stretched by two pieces of wood. At the lower end of the skin a smaller opening is left into which a wooden tube is stuck. The fundi has quickly borrowed a heap of wood-embers from the nearest hut; he then fixes the free ends of the two tubes into an earthen pipe, and clamps them to the ground by means of a bent piece of wood. Now he fills one of his small clay crucibles, the dross on which shows that they have been long in use, with the yellow material, places it in the midst of the embers, which, at present are only faintly glimmering, and begins his work. In quick alternation the smith’s two hands move up and down with the open ends of the bellows; as he raises his hand he holds the slit wide open, so as to let the air enter the skin bag unhindered. In pressing it down he closes the bag, and the air puffs through the bamboo tube and clay pipe into the fire, which quickly burns up. The smith, however, does not keep on with this work, but beckons to another man, who relieves him at the bellows, while he takes some more tools out of a large skin pouch carried on his back. I look on in wonder as, with a smooth round stick about the thickness of a finger, he bores a few vertical holes into the clean sand of the soil. This should not be difficult, yet the man seems to be taking great pains over it. Then he fastens down to the ground, with a couple of wooden clamps, a neat little trough made by splitting a joint of bamboo in half, so that the ends are closed by the two knots. At last the yellow metal has attained the right consistency, and the fundi lifts the crucible from the fire by means of two sticks split at the end to serve as tongs. A short swift turn to the left—a tilting of the crucible—and the molten brass, hissing and giving forth clouds of smoke, flows first into the bamboo mould and then into the holes in the ground. The technique of this backwoods craftsman may not be very far advanced, but it cannot be denied that he knows how to obtain an adequate result by the simplest means. The ladies of highest rank in this country—that is to say, those who can afford it, wear two kinds of these massive brass rings, one cylindrical, the other semicircular in section. The latter are cast in the most ingenious way in the bamboo mould, the former in the circular hole in the sand. It is quite a simple matter for the fundi to fit these bars to the limbs of his fair customers; with a few light strokes of his hammer he bends the pliable brass round arm or ankle without further inconvenience to the wearer. SHAPING THE POT SMOOTHING WITH MAIZE-COB CUTTING THE EDGE FINISHING THE BOTTOM LAST SMOOTHING BEFORE BURNING FIRING THE BRUSH-PILE LIGHTING THE FARTHER SIDE OF THE PILE TURNING THE RED-HOT VESSEL NYASA WOMAN MAKING POTS AT MASASI Pottery is an art which must always and everywhere excite the interest of the student, just because it is so intimately connected with the development of human culture, and because its relics are one of the principal factors in the reconstruction of our own condition in prehistoric times. I shall always remember with pleasure the two or three afternoons at Masasi when Salim Matola’s mother, a slightlybuilt, graceful, pleasant-looking woman, explained to me with touching patience, by means of concrete illustrations, the ceramic art of her people. The only implements for this primitive process were a lump of clay in her left hand, and in the right a calabash containing the following valuables: the fragment of a maize-cob stripped of all its grains, a smooth, oval pebble, about the size of a pigeon’s egg, a few chips of gourd-shell, a bamboo splinter about the length of one’s hand, a small shell, and a bunch of some herb resembling spinach. Nothing more. The woman scraped with the shell a round, shallow hole in the soft, fine sand of the soil, and, when an active young girl had filled the calabash with water for her, she began to knead the clay. As if by magic it gradually assumed the shape of a rough but already well-shaped vessel, which only wanted a little touching up with the instruments before mentioned. I looked out with the closest attention for any indication of the use MAKUA WOMAN MAKING A POT. of the potter’s wheel, in however rudimentary SHOWS THE a form, but no—hapana (there is none). The BEGINNINGS OF THE embryo pot stood firmly in its little POTTER’S WHEEL depression, and the woman walked round it in a stooping posture, whether she was removing small stones or similar foreign bodies with the maize-cob, smoothing the inner or outer surface with the splinter of bamboo, or later, after letting it dry for a day, pricking in the ornamentation with a pointed bit of gourd-shell, or working out the bottom, or cutting the edge with a sharp bamboo knife, or giving the last touches to the finished vessel. This occupation of the women is infinitely toilsome, but it is without doubt an accurate reproduction of the process in use among our ancestors of the Neolithic and Bronze ages. There is no doubt that the invention of pottery, an item in human progress whose importance cannot be over-estimated, is due to women. Rough, coarse and unfeeling, the men of the horde range over the countryside. When the united cunning of the hunters has succeeded in killing the game; not one of them thinks of carrying home the spoil. A bright fire, kindled by a vigorous wielding of the drill, is crackling beside them; the animal has been cleaned and cut up secundum artem, and, after a slight singeing, will soon disappear under their sharp teeth; no one all this time giving a single thought to wife or child. To what shifts, on the other hand, the primitive wife, and still more the primitive mother, was put! Not even prehistoric stomachs could endure an unvarying diet of raw food. Something or other suggested the beneficial effect of hot water on the majority of approved but indigestible dishes. Perhaps a neighbour had tried holding the hard roots or tubers over the fire in a calabash filled with water—or maybe an ostrich-egg-shell, or a hastily improvised vessel of bark. They became much softer and more palatable than they had previously been; but, unfortunately, the vessel could not stand the fire and got charred on the outside. That can be remedied, thought our ancestress, and plastered a layer of wet clay round a similar vessel. This is an improvement; the cooking utensil remains uninjured, but the heat of the fire has shrunk it, so that it is loose in its shell. The next step is to detach it, so, with a firm grip and a jerk, shell and kernel are separated, and pottery is invented. Perhaps, however, the discovery which led to an intelligent use of the burnt-clay shell, was made in a slightly different way. Ostrich-eggs and calabashes are not to be found in every part of the world, but everywhere mankind has arrived at the art of making baskets out of pliant materials, such as bark, bast, strips of palm-leaf, supple twigs, etc. Our inventor has no water-tight vessel provided by nature. “Never mind, let us line the basket with clay.” This answers the purpose, but alas! the basket gets burnt over the blazing fire, the woman watches the process of cooking with increasing uneasiness, fearing a leak, but no leak appears. The food, done to a turn, is eaten with peculiar relish; and the cooking-vessel is examined, half in curiosity, half in satisfaction at the result. The plastic clay is now hard as stone, and at the same time looks exceedingly well, for the neat plaiting of the burnt basket is traced all over it in a pretty pattern. Thus, simultaneously with pottery, its ornamentation was invented. Primitive woman has another claim to respect. It was the man, roving abroad, who invented the art of producing fire at will, but the woman, unable to imitate him in this, has been a Vestal from the earliest times. Nothing gives so much trouble as the keeping alight of the smouldering brand, and, above all, when all the men are absent from the camp. Heavy rain-clouds gather, already the first large drops are falling, the first gusts of the storm rage over the plain. The little flame, a greater anxiety to the woman than her own children, flickers unsteadily in the blast. What is to be done? A sudden thought occurs to her, and in an instant she has constructed a primitive hut out of strips of bark, to protect the flame against rain and wind. This, or something very like it, was the way in which the principle of the house was discovered; and even the most hardened misogynist cannot fairly refuse a woman the credit of it. The protection of the hearth-fire from the weather is the germ from which the human dwelling was evolved. Men had little, if any share, in this forward step, and that only at a late stage. Even at the present day, the plastering of the housewall with clay and the manufacture of pottery are exclusively the women’s business. These are two very significant survivals. Our European kitchen-garden, too, is originally a woman’s invention, and the hoe, the primitive instrument of agriculture, is, characteristically enough, still used in this department. But the noblest achievement which we owe to the other sex is unquestionably the art of cookery. Roasting alone—the oldest process—is one for which men took the hint (a very obvious one) from nature. It must have been suggested by the scorched carcase of some animal overtaken by the destructive forest-fires. But boiling—the process of improving organic substances by the help of water heated to boilingpoint—is a much later discovery. It is so recent that it has not even yet penetrated to all parts of the world. The Polynesians understand how to steam food, that is, to cook it, neatly wrapped in leaves, in a hole in the earth between hot stones, the air being excluded, and (sometimes) a few drops of water sprinkled on the stones; but they do not understand boiling. To come back from this digression, we find that the slender Nyasa woman has, after once more carefully examining the finished pot, put it aside in the shade to dry. On the following day she sends me word by her son, Salim Matola, who is always on hand, that she is going to do the burning, and, on coming out of my house, I find her already hard at work. She has spread on the ground a layer of very dry sticks, about as thick as one’s thumb, has laid the pot (now of a yellowish-grey colour) on them, and is piling brushwood round it. My faithful Pesa mbili, the mnyampara, who has been standing by, most obligingly, with a lighted stick, now hands it to her. Both of them, blowing steadily, light the pile on the lee side, and, when the flame begins to catch, on the weather side also. Soon the whole is in a blaze, but the dry fuel is quickly consumed and the fire dies down, so that we see the red-hot vessel rising from the ashes. The woman turns it continually with a long stick, sometimes one way and sometimes another, so that it may be evenly heated all over. In twenty minutes she rolls it out of the ash-heap, takes up the bundle of spinach, which has been lying for two days in a jar of water, and sprinkles the red-hot clay with it. The places where the drops fall are marked by black spots on the uniform reddish-brown surface. With a sigh of relief, and with visible satisfaction, the woman rises to an erect position; she is standing just in a line between me and the fire, from which a cloud of smoke is just rising: I press the ball of my camera, the shutter clicks—the apotheosis is achieved! Like a priestess, representative of her inventive sex, the graceful woman stands: at her feet the hearth-fire she has given us beside her the invention she has devised for us, in the background the home she has built for us. At Newala, also, I have had the manufacture of pottery carried on in my presence. Technically the process is better than that already described, for here we find the beginnings of the potter’s wheel, which does not seem to exist in the plains; at least I have seen nothing of the sort. The artist, a frightfully stupid Makua woman, did not make a depression in the ground to receive the pot she was about to shape, but used instead a large potsherd. Otherwise, she went to work in much the same way as Salim’s mother, except that she saved herself the trouble of walking round and round her work by squatting at her ease and letting the pot and potsherd rotate round her; this is surely the first step towards a machine. But it does not follow that the pot was improved by the process. It is true that it was beautifully rounded and presented a very creditable appearance when finished, but the numerous large and small vessels which I have seen, and, in part, collected, in the “less advanced” districts, are no less so. We moderns imagine that instruments of precision are necessary to produce excellent results. Go to the prehistoric collections of our museums and look at the pots, urns and bowls of our ancestors in the dim ages of the past, and you will at once perceive your error. MAKING LONGITUDINAL CUT IN BARK DRAWING THE BARK OFF THE LOG REMOVING THE OUTER BARK BEATING THE BARK WORKING THE BARK-CLOTH AFTER BEATING, TO MAKE IT SOFT MANUFACTURE OF BARK-CLOTH AT NEWALA To-day, nearly the whole population of German East Africa is clothed in imported calico. This was not always the case; even now in some parts of the north dressed skins are still the prevailing wear, and in the north-western districts—east and north of Lake Tanganyika—lies a zone where bark-cloth has not yet been superseded. Probably not many generations have passed since such bark fabrics and kilts of skins were the only clothing even in the south. Even to-day, large quantities of this bright-red or drab material are still to be found; but if we wish to see it, we must look in the granaries and on the drying stages inside the native huts, where it serves less ambitious uses as wrappings for those seeds and fruits which require to be packed with special care. The salt produced at Masasi, too, is packed for transport to a distance in large sheets of bark-cloth. Wherever I found it in any degree possible, I studied the process of making this cloth. The native requisitioned for the purpose arrived, carrying a log between two and three yards long and as thick as his thigh, and nothing else except a curiously-shaped mallet and the usual long, sharp and pointed knife which all men and boys wear in a belt at their backs without a sheath—horribile dictu! [51] Silently he squats down before me, and with two rapid cuts has drawn a couple of circles round the log some two yards apart, and slits the bark lengthwise between them with the point of his knife. With evident care, he then scrapes off the outer rind all round the log, so that in a quarter of an hour the inner red layer of the bark shows up brightly-coloured between the two untouched ends. With some trouble and much caution, he now loosens the bark at one end, and opens the cylinder. He then stands up, takes hold of the free edge with both hands, and turning it inside out, slowly but steadily pulls it off in one piece. Now comes the troublesome work of scraping all superfluous particles of outer bark from the outside of the long, narrow piece of material, while the inner side is carefully scrutinised for defective spots. At last it is ready for beating. Having signalled to a friend, who immediately places a bowl of water beside him, the artificer damps his sheet of bark all over, seizes his mallet, lays one end of the stuff on the smoothest spot of the log, and hammers away slowly but continuously. “Very simple!” I think to myself. “Why, I could do that, too!”—but I am forced to change my opinions a little later on; for the beating is quite an art, if the fabric is not to be beaten to pieces. To prevent the breaking of the fibres, the stuff is several times folded across, so as to interpose several thicknesses between the mallet and the block. At last the required state is reached, and the fundi seizes the sheet, still folded, by both ends, and wrings it out, or calls an assistant to take one end while he holds the other. The cloth produced in this way is not nearly so fine and uniform in texture as the famous Uganda bark-cloth, but it is quite soft, and, above all, cheap. Now, too, I examine the mallet. My craftsman has been using the simpler but better form of this implement, a conical block of some hard wood, its base—the striking surface—being scored across and across with more or less deeply-cut grooves, and the handle stuck into a hole in the middle. The other and earlier form of mallet is shaped in the same way, but the head is fastened by an ingenious network of bark strips into the split bamboo serving as a handle. The observation so often made, that ancient customs persist longest in connection with religious ceremonies and in the life of children, here finds confirmation. As we shall soon see, bark-cloth is still worn during the unyago,[52] having been prepared with special solemn ceremonies; and many a mother, if she has no other garment handy, will still put her little one into a kilt of bark-cloth, which, after all, looks better, besides being more in keeping with its African surroundings, than the ridiculous bit of print from Ulaya. MAKUA WOMEN