Come fa una regione a finire in zona rossa? Chiariamo i 21 indicatori
Carlo Cottarelli, Giulio Gottardo e Stefano Olivari
16 novembre 2020
L’Osservatorio CPI, in base alla documentazione ufficiale della Presidenza del Consiglio, del Ministero della Salute e dell’ISS, ha ricostruito come i celebri “21 indicatori” sono utilizzati, attraverso il misterioso “algoritmo”, per classificare le regioni italiane in gialle, arancioni e rosse, dove i tre colori corrispondono alle tre diverse intensità delle restrizioni introdotte con il DPCM 3 novembre 2020. Questa ricostruzione è necessaria perché: (i) il sistema adottato è complicato (cosa inevitabile per cercare di considerare tutti gli aspetti rilevanti); (ii) la documentazione ufficiale è dispersiva e, in diversi passaggi, di non facile lettura (questo si poteva evitare). Non sorprende quindi che ci siano stati vari appelli per una maggior trasparenza nel processo di “colorazione” delle regioni.
Due avvertenze:
• Abbiamo ricostruito i principali passi del processo, ma alcuni restano poco chiari. Li abbiamo esplicitamente segnalati. Sarebbe perciò opportuno se il Ministero della Salute producesse un documento che ufficialmente chiarisse del tutto la questione.
• Sebbene il processo per stabilire il colore di una regione sia complesso, tre indicatori sono cruciali. Il primo, di gran lunga più importante, è l’Rt (quante persone in media sono contagiate da una persona contagiata). Se l’Rt è sotto 1,25 una regione sarà automaticamente gialla a prescindere dagli altri indicatori, il che spiega perché anche regioni con situazioni ospedaliere in difficoltà e una crescita nel numero di contagiati (purché non troppo rapida, come accade se l’Rt è inferiore a 1,25) possano essere considerate gialle. Inoltre, l’Rt ha un ruolo importante anche nella determinazione del “rischio”, ovvero dell’altro aspetto – oltre all’Rt stesso – che determina il colore di una regione. Gli altri due indicatori chiave sono l’occupazione dei posti letto in Area Medica e in Terapia Intensiva, che hanno un ruolo importante nella determinazione del “rischio”.
La nota è stata ripresa da Repubblica in questo articolo del 16 novembre 2020.
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I 21 indicatori
Il DM 30 aprile 2020 elenca i 21 indicatori (di cui 5 opzionali a discrezione delle regioni), le relative soglie critiche, i valori di allerta e le fonti dati da cui si ricava il rischio epidemico di una regione.
Gli indicatori sono divisi in 3 gruppi:
- La “capacità di monitoraggio”, cioè la qualità dei dati e dei sistemi di sorveglianza (sei indicatori numerati da 1 a 1.6);
- La “capacità di accertamento diagnostico, indagine e gestione”, cioè l’abilità del sistema di testare tempestivamente i casi sospetti (da 1 a 2.3) e di garantire risorse adeguate per il contact-tracing, l'isolamento e la quarantena (da 2.4 a 2.6);
- La “trasmissibilità dei contagi e la tenuta dei servizi sanitari”, cioè quanto rapidamente si diffondono i contagi (da 1 a 3.7) e quanto i sistemi sanitari e assistenziali sono sovraccaricati (3.8 e 3.9).
I valori di questi indicatori sono raccolti “almeno settimanalmente”, attraverso il “Rapporto sul monitoraggio della pandemia” dal Ministero della Salute che determina, per ogni indicatore, se eccede o meno certe soglie di sicurezza.[1] È un po’ come gli indicatori che avete sul cruscotto: il tachimetro vi dice se state al di sopra o al di sotto di un “limite di velocità”. Se siete al di sopra scatta l’allerta.[2]
Qui, per darvi un’idea, un estratto dell’elenco, relativo al primo degli indicatori (Tabella 1).
![](data:image/png;base64,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)
L’indicatore (prima colonna) fa parte di quelli del primo gruppo (capacità di monitoraggio). Ha il numero 1.1 (seconda colonna). Si riferisce al rapporto tra il numero di casi sintomatici di cui si conosce la data d’inizio dei sintomi rispetto al totale dei casi sintomatici rilevati nella settimana in questione (terza colonna).[3] La soglia è del 60 per cento con un trend in miglioramento (quarta colonna): al di sopra di questa soglia (a meno che non si stia peggiorando l’andamento) l’indicatore è favorevole.[4] Al di sotto è sfavorevole. Da notare che, senza una chiara necessità, la quinta colonna riporta la stessa informazione: se si è sotto il 60 per cento l’indicatore segnala una “allerta”. La cosa è ovvia e non è chiaro perché ci sia stato bisogno di aggiungere una tale colonna. L’ultima colonna riporta la fonte dei dati.
Come è stata determinata la soglia del 60 per cento? Perché non 70 o 90 per cento? La stessa domanda vale per tutte le soglie e la risposta è simile: non si sa. In presenza di rischi sanitari (o economici, dato che approcci simili sono usati anche in economia) osservati da tempo (per esempio rischi di infarto) le soglie sono solitamente determinate attraverso processi statistici che guardano a precedenti crisi simili.[5] Nel caso del Covid, un virus nuovo, un tale approccio non era possibile per mancanza di dati sperimentali sul passato. Probabilmente, quindi, gli esperti che hanno fissato queste soglie hanno utilizzato il loro “giudizio”, senza una precisa validazione statistica, un’imperfezione purtroppo inevitabile.
L’elenco completo degli indicatori e delle relative soglie è riportato nella Tavola 1 in Appendice.
Come si valuta il rischio
Il primo passo nell’uso di questi indicatori consiste nella “valutazione della qualità delle informazioni raccolte” utilizzando gli indicatori dall’1.1 all’1.6. Questo consente di capire se i dati disponibili siano attendibili e monitorare la diffusione. Sembrerebbe trattarsi di una specie di test di ingresso per proseguire nella valutazione. Non è chiaro però come questi sei indicatori siano combinati per valutare se la qualità delle informazioni, nel complesso, sia adeguata. Né è chiaro cosa accadrebbe se tale qualità fosse ritenuta inadeguata. Nell’ultimo rapporto settimanale, alcune regioni hanno valori insoddisfacenti per alcuni indicatori, ma questo non sembra avere avuto conseguenze sui passi successivi. In alcuni casi, tuttavia, è chiaro che la mancanza di informazioni adeguate (per esempio quelle necessarie per calcolare l’indice Rt) comportano poi, come dovrebbe essere, il fallimento del relativo test.
I restanti indicatori sono quelli fondamentali per classificare ogni regione secondo due dimensioni:
- La “probabilità di infezione/trasmissione“ del virus, cioè quanto è probabile che il virus si diffonda. Questa dimensione è valutata utilizzando gli indicatori dal 3.1 al 3.7 e pare, anche se non è esplicitamente indicato, quelli dal 2.1 al 2.6.
- L’“impatto” ossia “la gravità della patologia con particolare attenzione a quella osservata in soggetti con età superiore ai 50 anni” (DM 30 aprile 2020, p.5). Questa dimensione è valutata utilizzando 2 indicatori (3.8 e 3.9).
Quindi, la prima dimensione guarda a quanto si è probabile che il virus si diffonda, la seconda a quanto può essere dannosa la sua diffusione.
Entrambe le dimensioni possono assumere quattro valori: molto basso, basso, moderato, alto. Una prima classificazione delle regioni, in termini di “rischio”, avviene incrociando il valore delle due dimensioni, come indicato nella tabella (“Matrice di attribuzione del rischio”) qui sotto:
![](data:image/png;base64,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)
Per esempio, una regione che ha una probabilità “bassa” e un impatto “alto” è classificata come a “rischio moderato”. Una regione che ha una probabilità “alta” e impatto “moderato” è classificata come a “rischio alto”. Attenzione: non siamo ancora arrivati al colore finale di ogni regione. Prima di affrontare quest’ultimo passaggio è però necessario fare un passo indietro e vedere come i 13 indicatori relativi alla probabilità e i 2 indicatori relativi all’impatto sono utilizzati per classificare le Regioni nelle relative due dimensioni.
La combinazione avviene attraverso due “strutture decisionali ad albero” (Fig. 1 e 2, riprodotte alle pp. 11-13 del DM 30 aprile 2020).[6] Queste due strutture ad albero sono l’ “algoritmo” con cui si combinano gli indicatori. Vediamo come funzionano cominciando dalla Fig. 1, relativa alla dimensione probabilità.
![](data:image/png;base64,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)
Probabilità (Fig 1)
Per individuare la probabilità della minaccia sanitaria ci si chiede, andando per ordine:
- Sono segnalati nuovi casi negli ultimi 5 giorni nella Regione/PPAA?[7] A questa domanda non sono associati indicatori specifici: basta guardare il dato grezzo riportato nelle tavole di monitoraggio dei dati.[8] Se la risposta è negativa, la probabilità è considerata molto bassa e ci si ferma qui. Se la risposta è affermativa, si passa alla domanda successiva. Naturalmente, questa domanda era rilevante solo nel corso dell’estate passata: al momento, ovviamente, con casi registrati in tutte le regioni, la domanda diventa di fatto retorica.
- C’è un aumento della trasmissione? La trasmissione è considerata in aumento se si verificano almeno 2 elementi dei 3 seguenti: (1) aumento dei casi, (2) Rt>1, (3) aumento numero di focolai o aumento della loro dimensione. Per rispondere si guardano gli indicatori 3.1, 3.2, 3.4, 3.5 e 3.6. Gli indicatori opzionali, il 3.3 e 3.7, di fatto non sono considerati. Se la trasmissione non è in aumento, la probabilità è bassa. Altrimenti si passa alla domanda successiva.
- C’è evidenza di trasmissione diffusa non gestibile con misure locali (tipo “zone rosse”)? La trasmissione sembrerebbe essere considerata diffusa e non gestibile localmente se almeno 2 tra i 6 indicatori che misurano la possibilità di circoscrivere localmente il contagio (da 2.1 a 2.6) sono insoddisfacenti. Se la trasmissione è diffusa e non gestibile localmente la probabilità è alta, altrimenti è moderata.[9]
Impatto (Fig. 2)
Passiamo alla dimensione “impatto” per valutare quanto può essere dannosa la diffusione del virus. Qui ci si chiede:
- Sono segnalati nuovi casi in soggetti di più di 50 anni negli ultimi 5 giorni? Come per la domanda 1 della dimensione precedente, non si specifica un indicatore: basta guardare i dati anagrafici dei positivi raccolti da ogni regione. Se non ci sono nuovi casi in soggetti di più di 50 anni, l’impatto è molto basso. Altrimenti si passa alla domanda successiva. Nella attuale situazione di diffusa pandemia, questa domanda diventa praticamente retorica.
- Vi sono segnali di sovraccarico dei servizi sanitari? Qui è necessario che i due indicatori sull’occupazione dei posti letto in terapia intensiva (3.8) e dei posti in area medica (3.9) siano sopra-soglia (non è chiaro se debbano essere entrambi sopra-soglia o se ne basti uno). In ogni caso, se non ci sono segnali di sovraccarico dei servizi sanitari, l’impatto è basso. Altrimenti si passa alla domanda successiva.
- Ci sono stati nuovi focolai in luoghi che ospitano persone vulnerabili (RSA, case di cura, ospedali)? Non è chiaro quali indicatori vengano usati specificatamente per rispondere a questa domanda, anche se alcune informazioni relative all’indicatore 5 si riferiscono proprio alla diffusione del contagio alle RSA. C’è un margine di discrezionalità? Non è dato sapere. Anche qui, se ci sono stati nuovi focolai in luoghi che ospitano persone vulnerabili, l’impatto è alto. Altrimenti è moderato.
Ora che abbiamo capito come si definisce il rischio di ciascuna regione (cioè in quale casella della matrice del rischio sopra riportata si inserisce una regione), passiamo alla fase successiva.
Come si assegna il colore a una regione?
Una premessa: all’attuale stato di cose, l’Italia si trova in quello che l’ISS e il governo chiamano “Scenario 3”, ovvero una situazione in cui “molte Regioni sono classificate a rischio alto, anche se sono possibili situazioni di rischio inferiore”. Nello Scenario 3 sono previsti i cosiddetti “lockdown differenziati” tra regioni. Se si dovesse passare allo Scenario 4, le restrizioni sarebbero molto meno differenziate tra territori.
Dato lo scenario attuale, ci si attiene agli art. 2 e 3 del DPCM del 3 novembre 2020 per determinare il colore di ogni regione.[10] Il colore di una regione, definito dalle restrizioni che a questa si applicano sulla base di tale DPCM, dipende sia dal rischio appena descritto, sia dall’Rt della regione stessa. Ricordiamo che l’Rt entrava anche come uno degli indicatori (il 3.2) per determinare la collocazione nella matrice del rischio. L’Rt (la cui stima è basta su dati disponibili con ritardo e soggetta a elevati margini di incertezza) assume, quindi, un ruolo particolarmente importante. Il Ministero della Salute e l’ISS avevano, in precedenza, indicato (anche se in modo non vincolante) un diverso criterio decisionale, per individuare il colore di una regione, un criterio che non faceva uso una seconda volta dell’Rt.[11] In ogni caso, il colore di una regione è:
- Rosso, se il rischio è alto e l’Rt maggiore di 1,5;
- Arancione, se il rischio è alto e l’Rt compreso tra 1,25 e 1,5;[12]
- Giallo in tutti gli altri casi.
Per esempio, la Campania pur presentando un rischio alto (in base ai dati settimanali pubblicati) già a partire da inizio novembre dovrebbe essere passato da gialla a rossa per l’aumento dell’Rt oltre 1,5.
Si noti che, al momento, se anche una regione avesse un rischio classificato “molto basso” e un Rt ugualmente basso verrebbe comunque classificata come regione gialla, dato che le restrizioni minime introdotte dal sopra citato DPCM si applicano comunque a tutte le regioni (non esistono regioni “verdi”).
Ci sono elementi di discrezionalità nelle scelte delle chiusure?
In base a quanto detto finora, al netto di alcuni passaggi che potrebbero essere chiariti meglio, sembrerebbe che l’assegnazione dei colori alle regioni sia un processo abbastanza “automatico” e basato sui dati. Tuttavia, le ragioni dietro alcune scelte cruciali sono ignote.
Innanzitutto la definizione delle soglie dei 21 indicatori non è giustificata in modo alcuno, tantomeno è descritto il processo che le ha determinate.
Non si capisce perché nel DPCM del 3 novembre, per definire i criteri che determinano il colore di una regione, non sia stata seguita la proposta, non vincolante ma sicuramente informata, del documento congiunto Ministero della Salute – ISS. Questa proposta non si limitava a prendere in considerazione, insieme al rischio settimanale, un solo indicatore non sempre affidabile come l’Rt, ma basava il colore di ciascuna regione sull’evoluzione temporale del rischio stesso.
Infine, una recente nota dell’ISS lascia alcuni dubbi circa la discrezionalità nella valutazione di probabilità, impatto e quindi rischio.[13] Da questa nota emergono infatti, parallelamente a quanto spiegato finora, dei “criteri” aggiuntivi (autovalutazione per la probabilità, criterio qualitativo per l’impatto, criterio di precauzione circa le segnalazioni delle regioni riguardanti la tenuta della sanità). Viene aggiunta anche una terza dimensione di rischio (la resilienza territoriale), non definita come elemento a sé stante in alcun documento precedente. Infatti, si sostiene che, “qualora si riscontrino molteplici allerte relative alla resilienza territoriale, il livello di rischio [di una regione] deve essere elevato al livello di rischio immediatamente successivo”. Tuttavia, non è fornito un ulteriore “algoritmo” (come gli alberi decisionali delle Fig. 1 e 2 o la Tabella 4) per incorporare questa valutazione nella determinazione del rischio regionale.
Appendice
![](cpi-tabellaiss.png)
[3] Il lettore attento avrà notato che l’indicatore si riferisce ai casi “per mese”. Non è chiaro come questa indicazione sia correlata alla periodicità settimanale del monitoraggio.
[4] Per trend in miglioramento si intende l’andamento dell’indicatore rispetto alla settimana precedente.
[5] Spesso si scelgono le soglie che minimizzano la somma dei due errori possibili utilizzando sistemi di indicatori SI/NO, cioè quelli, da un lato, di segnalare una crisi che non avviene (cioè di “gridare al lupo”) e, dall’altro, di non individuare per tempo una crisi che poi si verifica.
[7] L’acronimo PPAA si riferisce alle provincie autonome di Trento e Bolzano.
[12] Più specificamente, a far fede è l’intervallo di confidenza al 95 per cento del valore dell’Rt.