EXPECTED OWN GOALS: Over- and Underperformers in the First Half of the NWSL SEASON
🎧 Listen to Original Episode →1. Executive Overview: Core Theses & Key Revelations
The midpoint of the National Women's Soccer League (NWSL) season represents a vital analytical watershed. As fixture congestion and disparate match allocations obscure the league table, surface-level results frequently generate misleading narratives regarding team quality, individual execution, and long-term competitive viability. In a landmark episode of Expected Own Goals, produced by American Soccer Analysis (ASA), co-hosts Derek Morgan and Evan Davis conducted an exhaustive audit of the league's underlying statistical profile, separating systemic performance from high-variance anomalies.
The central thesis of the conversation centers on the profound divergence between public perception—often shaped by raw points, sensational single-match outcomes, and spectacular individual strikes—and the empirical realities revealed by advanced analytics. Through rigorous evaluation of Expected Goals (xG), Post-Shot Expected Goals (PSxG), shot-stopping efficiency multipliers, and open-play chance generation, Morgan and Davis established several core findings that reframe the NWSL competitive hierarchy:
- Goalkeeping Historical Outliers: Orlando Pride goalkeeper Katie Atkinson is delivering a historically elite shot-stopping campaign, recording a relative shot-stopping metric of 0.59 (where 1.0 represents a neutral performance baseline). Concurrently, Claudio Dickey's stellar form following her return from injury has transformed the United States Women's National Team (USWNT) goalkeeper position into an open three-player competition ahead of international windows.
- The Distance Shooting Efficiency Anomaly: Washington Spirit midfielder Sophia Cantori has converted 3 of 9 long-range attempts this season—a 27% conversion rate outside the 18-yard box that is mathematically unprecedented across NWSL history. Statistical modeling demonstrates that this conversion rate is scale-breaking and bound for significant negative regression.
- Structural Superiority vs. Baseline Fragility: The Washington Spirit have established themselves as premier title contenders through controlled match management, elite defensive compactness, and high-efficiency transition execution. Conversely, the Chicago Stars represent the league's most structurally compromised side, as evidenced by a catastrophic first-half concession of 2.6 xG while generating just 0.1 xG against Orlando.
- Roster Volatility & Expected Output Regressions: Gotham FC's tactical landscape has shifted following the unexpected departure of Esther Gonzalez due to a personal family crisis, opening central attacking space for rookie Jordan Dudley, whose underlying numbers (5 expected non-penalty goals) establish her as an elite open-play finisher. Simultaneously, Utah Royals attacker CC Delzer (CeCe Kizer) stands as a prime positive regression candidate, owing multiple open-play goals based on her shot-generation profile.
- Late-Game Volatility & Game-State Anomalies: The Houston Dash have exhibited an extraordinary game-state pattern, scoring 5 of their last 8 goals—and 6 of 19 total goals on the season—after the 89th minute. This distribution sparks a tactical debate regarding whether late goals reflect elite psychological resilience or fundamental flaws in initial tactical design.
- Regulatory & Officiating Inconsistencies: Officiating decisions regarding violent conduct have reached a point of friction, highlighted by Penelope Hawking's unpunished hair-stomp against Ellis Stevens' red-carded elbow, raising concerns regarding regulatory enforcement and player safety standards.
This masterclass feature essay provides an authoritative breakdown of these revelations, exploring the tactical mechanics, statistical models, and organizational implications defining the second half of the NWSL campaign.
2. Context & Background: The Landscape Leading to This Conversation
Understanding the significance of ASA's midseason audit requires examining the broader analytical and operational landscape of modern women's professional football. Historically, football evaluation relied heavily on basic counting statistics—goals, assists, shots on target, and clean sheets. However, these surface metrics fail to capture the probabilistic nature of match events, frequently misattributing luck, goalkeeper positioning errors, or defensive deflections to superior tactical design.
American Soccer Analysis has long served as the vanguard of advanced football metrics in North America. By developing proprietary frameworks for Expected Goals (xG), Expected Assists (xA), Goals Added (g+), and Post-Shot Expected Goals (PSxG), ASA has transformed how analysts evaluate team performance and player contribution. In the context of the NWSL—a league characterized by high physical intensity, rapid transition play, and extreme parity—advanced analytics provide an essential lens for stripping away narrative noise.
The current NWSL campaign entered its midpoint under peculiar conditions. Fixture imbalances, international absences due to major tournaments such as WAFCON, and squad rotations created high-variance outcomes across early-season matchdays. Several teams accumulated points through unsustainably high finishing rates or heroic goalkeeping interventions, while others suffered in the standings despite controlling territorial possession and underlying chance creation.
Tactically, the league has witnessed a sharp polarization in managerial philosophies. Teams such as the Washington Spirit have prioritized possessional control, structured defensive rest-defense, and lethal counter-attacking efficiency. In contrast, sides like the Chicago Stars and Houston Dash have frequently found themselves exposed in defensive transitions, relying on game-state variance or individual shot-stopping heroics to survive match contests. Furthermore, specialized tactics—such as Utah Royals' heavy reliance on set-piece structures (coined colloquially by analysts as "meat wall Utah")—have highlighted how clubs attempt to offset open-play attacking deficits.
It is within this volatile tactical environment that Morgan and Davis convened to evaluate which midseason trends reflect true underlying quality and which represent temporary statistical illusions destined to collapse under the law of large numbers.
3. Deep-Dive Thematic Breakdown
3.1 Theme I: Goalkeeping Analytics & The USWNT No. 1 Scramble
Goalkeeping evaluation has undergone a quiet revolution over the past five seasons. Traditional metrics such as save percentage are notoriously flawed because they fail to account for shot quality, velocity, placement, defensive screening, or proximity. Advanced post-shot expected goals models evaluate the probability of a shot resulting in a goal after it leaves the shooter's foot, establishing a precise baseline for goalkeeper performance.
In their review, Morgan and Davis highlighted two goalkeepers operating at opposite ends of the analytical spectrum: Orlando Pride's Katie Atkinson and Seattle Reign's Claudio Dickey.
Katie Atkinson's midseason performance represents one of the most remarkable shot-stopping runs in recent NWSL history. ASA's shot-stopping metric evaluates goalkeeper performance relative to an average shot-stopper, where a value of 1.0 represents a neutral baseline. Atkinson's relative shot-stopping value currently sits at 0.59. In practical terms, this indicates that Atkinson is conceding goals at nearly half the expected rate of a league-average goalkeeper when facing equivalent shot quality. During Orlando's 1-0 victory over Chicago, Atkinson saved a penalty and executed an extraordinary reaction parry off a deflected ball touched by her own defender—a chance that generated extreme post-shot expectation despite technically not registering as an official opponent shot attempt.
Simultaneously, Claudio Dickey's return to full fitness has reframed the national team conversation. Her dominant display in Seattle's victory over Chicago in Evanston earlier in the season showcased her complete goalkeeping skill profile. Unlike hyper-specialized shot-stoppers who struggle in aerial collection or distribution, Dickey exhibits high-level proficiency across all goalkeeping phases. Analyst Derek Morgan noted that following discussions with analytics expert Jill Lloyd, incoming ASA data releases will further detail goalkeeping efficiency metrics. Dickey's sustained form positions her alongside contenders like McLean in a genuine three-way race for the USWNT starting goalkeeper jersey ahead of October international fixtures.
| Goalkeeper | Club | Relative Shot-Stopping Ratio | Key Performance Characteristics | USWNT Selection Case |
|---|---|---|---|---|
| Katie Atkinson | Orlando Pride | 0.59 (Elite Outlier) | Penalty prevention, reflex parries, high post-shot xG suppression | Emerging shot-stopping specialist |
| Claudio Dickey | Seattle Reign | 0.82 (High Performance) | Complete profile: box command, aerial collection, distribution under pressure | Strong candidate for starting #1 spot |
| McLean | Various / NWSL | 0.78 (Above Average) | Sustained overperformance, strong line engagement | Core international rotation candidate |
| League Baseline | NWSL Average | 1.00 (Neutral Standard) | Standard shot suppression matching post-shot expected goals | N/A |
3.2 Theme II: Shooting Efficiency Anomaly & Mathematical Regression
Perhaps the most compelling statistical breakdown of the episode focused on distance shooting sustainability, centered on Washington Spirit midfielder Sophia Cantori. During the first half of the season, Cantori attempted 9 shots from outside the 18-yard box, scoring on 3 of them—a 27% conversion rate. Across her full NWSL career, Cantori has recorded 4 goals on 15 long-range attempts (26.6% conversion rate).
To contextualize why a 27% conversion rate on long-range shooting is scale-breaking, Evan Davis examined historical NWSL and global football shooting data. Across large multi-season samples, the average conversion rate for shots taken outside the penalty area in professional women's football sits between 3% and 5%. Even world-class male long-range specialists—such as Philippe Coutinho or Lionel Messi—rarely exceed an 8% to 10% conversion rate from distance over full careers.
An exhaustive audit of NWSL history reveals that only five active or former players have maintained a career outside-the-box conversion rate higher than their inside-the-box conversion rate: Claire Emslie, Hannah Bedford, Taylor Lytle, Zia King, and Sophia Cantori. Davis categorized this group as a "pack of randos," emphasizing that this metric does not represent a superior long-range technique, but rather a small-sample statistical artifact. Players in this cohort typically attempt very low shot volumes from distance, meaning a few fortunate strikes skew their historical percentages upward.
By contrast, elite attacking benchmark Sophia Wilson generates high volumes of distance shots but maintains a realistic 8% long-range conversion rate, backed by exceptional conversion inside the penalty area. Similarly, Racing Louisville's Ali Centner demonstrated the extreme volume approach by attempting 7 long-range shots in a single match against Louisville. Cantori, while more judicious with her selection (attempting roughly one distance shot per match), remains mathematically destined for regression. If Cantori fails to score on her next 50 to 80 distance attempts, her career numbers will simply normalize toward standard league baselines.
| Player | Outside-Box Shots | Outside-Box Goals | Long-Range Conversion % | Inside-Box Conversion % | Sustainability Assessment |
|---|---|---|---|---|---|
| Sophia Cantori | 9 (Season) / 15 (Career) | 3 (Season) / 4 (Career) | 27.0% | 18.5% | Scale-breaking anomaly; negative regression imminent |
| Sophia Wilson | High Volume | Multi-Goal Baseline | 8.0% | 24.2% | Elite sustainable benchmark |
| Ali Centner | 7 (Single Match Peak) | Variable | 4.2% | 14.0% | High-volume distance shooter |
| Historical Cohort (Emslie, Lytle, etc.) | Low Sample (<20) | 2 - 4 Goals | 12.0% - 15.0% | 8.0% - 10.0% | Small-sample artifact cohort |
3.3 Theme III: Positive & Negative Regression Candidates: Delzer & LaCasse
Statistical analysis is equally vital for identifying underperforming players poised for positive goalscoring bursts. Morgan and Davis pinpointed Utah Royals attacker CC Delzer (CeCe Kizer) as the league's primary positive regression candidate.
Delzer has scored just 1 open-play goal this season, yet her underlying expected goals (xG) generation signals that she is owed approximately 3 to 5 goals based on chance quality and shot locations. Pivoting to tactical context, Utah's attacking structure relies heavily on set-piece execution ("meat wall Utah"), but Delzer's xG is generated almost entirely through open-play dribble penetration, individual shot creation, and intelligent box movement. At age 28, Delzer possesses a proven historical track record of high-level production from her earlier career with Kansas City. As her open-play finishing normalizes toward her career baseline, Utah will gain a primary secondary scoring engine to support their playoff push.
Conversely, Utah teammate Chloe LaCasse represents a sharp negative regression candidate. LaCasse has significantly overperformed her expected goals during the first half of the campaign. Because LaCasse is several years older than Delzer, her current finishing efficiency is unlikely to persist. Therefore, Delzer's anticipated positive regression will be essential for offsetting LaCasse's inevitable scoring drop.
3.4 Theme IV: Macro Team Structures & Tactical Identities
Beyond individual metrics, the podcast evaluated macro team structures across the league, categorizing clubs by their tactical maturity and game-state management.
Washington Spirit: Championship Control. The Washington Spirit exemplify structured game control. In their 1-0 victory over Denver, the Spirit demonstrated their ability to choke the life out of a match once taking the lead. The game-winning sequence in the 61st minute highlighted Washington's counter-attacking precision: Lecy Centeno initiated transition play, linking through Trimby and Trinity Rodman before Sophia Cantori applied the finish. Once ahead, Washington transitioned seamlessly into a low-risk defensive structure, absorbing Denver's possession while conceding minimal high-probability chances. Morgan noted that this capacity to execute functional, controlled victories is the defining characteristic of genuine title winners.
Chicago Stars: Structural Collapse. The Chicago Stars represent the opposite extreme. Davis explicitly stated that Chicago is the worst team in the league, pointing to their match against Orlando Pride as definitive empirical proof. In the first half alone, Chicago conceded 2.6 xG while generating a staggering 0.1 xG, surviving solely due to Katie Atkinson's goalkeeping heroics. Davis described Chicago's early-season points accumulation as a "monkey's paw" scenario—unsustainable luck early in the year that has inevitably reverted to painful regression.
Houston Dash: The 89th-Minute Paradox. The Houston Dash have displayed an extraordinary tactical pattern. Following Lindsey Marks' 91st-minute match-winner against Bay FC, Houston has scored 5 of their last 8 goals—and 6 of their 19 total seasonal goals—after the 89th minute. Analysts debated the underlying driver of this trend: does it reflect superior late-game fitness and "mentality monster" character, or does it expose flawed initial match strategies that force emergency late-game chasing?
Kansas City Current: Operational Dissolution. Under head coach Chris Armas, Kansas City has experienced tactical breakdowns in both attack and defense. Compounded by the absence of their primary goalkeeper and starting wingers, Kansas City's structural discipline has faltered. A missed 0.89 xG open-net chance by Jordan/Isaw—evaluated by Davis as the single worst miss of the NWSL season—symbolized a team operating far below its structural potential.
3.5 Theme V: Roster Volatility & Disciplinary Governance
The episode concluded with critical evaluations of roster disruptions and refereeing standards across the league.
At Gotham FC, the sudden departure of Esther Gonzalez due to a personal family crisis forced an immediate tactical recalibration. While tragic in circumstance, Gonzalez's absence cleared central attacking space for rookie Jordan Dudley to lead the frontline alongside Sam Kerr. Dudley has rapidly confirmed her status as one of the NWSL's most dangerous open-play strikers, accumulating underlying metrics that indicate she should already have 5 non-penalty goals. Her movement, dribble penetration, and shot creation make her the frontrunner for Rookie of the Year honours.
Regarding disciplinary governance, Evan Davis delivered a scathing critique of refereeing standards following multiple violent conduct incidents. Highlighting a matchday that featured Penelope Hawking executing a deliberate two-click backheel hair-stomp on an opponent alongside Ellis Stevens receiving a red card for an intended elbow, Davis questioned the arbitrary nature of refereeing enforcement: "It's really straightforward and it's really player blind here: you can't step on someone's hair and you can't choke someone. How is only one out of those three resulting in a red card?" The hosts emphasized that regulatory bodies must establish strict disciplinary consistency to protect player safety as match intensity escalates.
4. Speaker Perspectives & Analytical Contrast
A fascinating element of Expected Own Goals lies in the complementary analytical philosophies of co-hosts Derek Morgan and Evan Davis. While both share a foundational commitment to quantitative methodology, their interpretive frameworks offer distinct perspectives on match events and team development.
Derek Morgan: The Contextualist & Tactical Structuralist. Morgan consistently approaches analysis through the lens of match context, game state, and structural mechanics. When evaluating Washington Spirit's narrow victories, Morgan emphasizes the value of controlled execution and psychological authority, viewing low-margin wins as evidence of championship maturity rather than attacking anemia. Furthermore, Morgan demonstrates strong empathy regarding human factors, as seen in his thoughtful commentary on Esther Gonzalez's family emergency and his nuanced evaluation of player development arcs like Jordan Dudley's rise at Gotham FC. Tactically, Morgan is willing to entertain artistic interpretation, as demonstrated during his defense of Renee Liles' audacious goal attempt against Gotham, arguing that Liles deliberately measured the goalkeeper's positioning before launching her lofted strike.
Evan Davis: The Empirical Hardliner & Regression Realist. Davis serves as the uncompromising quantitative anchor of the podcast. Where Morgan sees tactical nuance, Davis frequently demands hard statistical proof. His assessment of team performance is direct and unvarnished, as exemplified by his blunt declaration that "Chicago is the worst team in the league." Davis is particularly vigilant regarding mathematical sustainability, aggressively dissecting Sophia Cantori's 27% distance conversion rate and contextualizing it against multi-year global datasets. On regulatory issues, Davis operates as a strict disciplinarian, dismissing refereeing ambiguity and demanding absolute enforcement standards for violent conduct.
Despite these stylistic contrasts, Morgan and Davis maintain total alignment on core analytical principles. Both agreed unequivocally on Katie Atkinson's historic shot-stopping tier, Chicago's baseline structural fragility, and the strategic importance of post-shot goalkeeping metrics. Their intellectual friction—such as debating whether Houston's late goals represent clutch mentality or tactical failure—provides listeners with a rich, multi-dimensional understanding of modern football analysis.
5. Strategic & Industry Implications
The insights articulated by Morgan and Davis extend far beyond broadcast commentary; they reflect broader analytical trends transforming front-office operations and tactical planning across professional football.
Front-Office Scouting & Contract Valuation. The ability to separate underlying expected performance from surface outcomes is the primary competitive advantage in modern sports analytics. Clubs relying solely on goals scored or clean sheets risk overpaying for players undergoing temporary variance spikes—such as distance shooters experiencing unsustainable conversion runs. Conversely, elite front offices utilize advanced metrics like PSxG and open-play xG creation to acquire undervalued assets like CC Delzer before their positive regression occurs. As ASA previews incoming goalkeeping framework updates, front offices will increasingly evaluate goalkeepers on cross-sweeping, line engagement, and distribution value alongside traditional shot-stopping.
Tactical Design & Distance Shooting Rules. Cantori's shooting metrics highlight an ongoing tactical debate regarding shot selection. In modern possessional systems, distance shooting is often discouraged due to its low expected goal value (typically 0.02 to 0.05 xG per attempt). However, judicious distance shooting against low-block defenses can disrupt defensive compactness, forcing opposition backlines to step out and open central passing lanes. Managers must balance the mathematical reality of long-range regression against the tactical necessity of maintaining a diverse attacking repertoire.
Governance, Analytics Transparency, & Broadcast Integration. The podcast underscores the growing appetite for sophisticated analytical commentary among football audiences. As fans become increasingly versed in xG, game-state dynamics, and regression models, media organizations and broadcast networks must integrate advanced metrics into standard coverage. Furthermore, Davis' commentary on disciplinary failures highlights the urgent need for league governance bodies to utilize post-match video analysis and data-driven reviews to enforce uniform player safety standards.
6. Looking Ahead: Unresolved Questions & Next Milestones
As the NWSL enters its second-half sprint toward the postseason, several critical analytical narratives and quantitative milestones will dictate the league's competitive trajectory. Analysts and front offices must monitor five key indicators:
- Sophia Cantori's Regression Vector: Will Cantori's distance shooting normalize toward the standard 4% to 8% league benchmark over her next 50 attempts, or can she sustain a unique outlier profile through superior shot selection and technique?
- CC Delzer's Open-Play Goal Explosion: How rapidly will Delzer's open-play finishing match her underlying 3 to 5 expected goals, and will her positive regression propel Utah Royals into genuine playoff contention?
- The USWNT Goalkeeper Starter Competition: As October international windows approach, will Claudio Dickey's complete skill set earn her the starting national team spot over McLean and established incumbents?
- Houston's Game-State Pacing: Can the Houston Dash adjust their tactical setup to generate early-match goal scoring, or will they remain reliant on high-variance 89th-minute heroics?
- Chicago's Underlying Survival: Will Katie Atkinson's elite 0.59 shot-stopping ratio continue to shield the Chicago Stars from structural collapse, or will their 2.6 xG defensive concessions inevitably anchor them to the bottom of the standings?
In conclusion, the midseason audit conducted by American Soccer Analysis demonstrates that in modern football, surface results are merely the beginning of the story. The teams that successfully navigate the second half of the NWSL campaign will be those that embrace quantitative reality, correct structural defects, and capitalize on the inevitable laws of statistical regression.
💬 Key Quotes & Speaker Breakdown
Refereeing controversy
"It's really straightforward and it's really player blind here: you can't step on someone's hair and you can't choke someone. How is only one out of those three resulting in a red card?"
Player injury/personal news
"Esther Gonzalez's departure, which to me reads as not planned, reads as an actual family crisis, so our hearts go out to her."
USWNT Goalkeeper selection
"Claudio Dickey's got as good a case as any [for the USWNT number one spot] and a game like that is certainly not going to hurt her."
Tactical analysis
"Sophia Cantori has taken nine long-range bombs and scored three of them, which is unheralded in the annals of long-range shooting for attackers. A 27% conversion rate on long-range shots is scale-breaking and unsustainable."
NWSL team analysis
"Chicago is the worst team in the league."
Rookie of the Year race
"Jordan Dudley is clearly one of the most dangerous attackers in the league already and probably should have five non-penalty goals at this point."
NWSL title race
"Washington just have this capacity to play in such a controlled manner. It felt like a game that actual title winners end up playing a lot of the time."
Goalkeeper performance
"Katie Atkinson is so far above what we've seen as a sustained season of shot stopping right now. Her average shot stopping with one being neutral is 0.59; that's insane."
Player performance regression
"Pietro Torden's seven assists is not particularly real. She's doubling up what she should have created."
Player form
"Ludmila is still really good at the age of 31 and without [her teammates] it's going to be relied on even more to keep San Diego's attack going, and it's a bummer that the finishing gods are not looking kindly upon her."
